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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | coin-run | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | dodge-lanes | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | doom-basic | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | doom-defend-center | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | doom-defend-line | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | doom-take-cover | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | doom-health | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | doom-corridor | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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"pro... | [
3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | doom-home | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | doom-predict | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 76.183 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {} | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-bigfish | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-bossfight | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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"procgen-bossfight",
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"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-caveflyer | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-chaser | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-climber | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-coinrun | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-dodgeball | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-fruitbot | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-heist | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3.5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-heist", "task_version": "1"} | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-jumper | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-jumper", "task_version": "1"} | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-leaper | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"procgen-bigfish",
"procgen-bossfight",
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"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-leaper", "task_version": "1"} | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-maze | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-maze", "task_version": "1"} | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-miner | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1.5, 13], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-miner", "task_version": "1"} | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-ninja | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3.5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-ninja", "task_version": "1"} | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-plunder | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [4.5, 30], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-plunder", "task_version": "1"} | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | procgen-starpilot | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
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"pro... | [
3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | crafter | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | miniworld-oneroom | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | pettingzoo-pistonball | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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"doom-defend-line",
"doom-take-cover",
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"procgen-chaser",
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"pro... | [
3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | atari-breakout | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
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"doom-defend-line",
"doom-take-cover",
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"procgen-bigfish",
"procgen-bossfight",
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"procgen-climber",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | retro-airstriker | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
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"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
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"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "stable-retro", "engine_version": "1.0.1", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 10000], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "retro-airstriker", "task_version": "1"} | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | nethack-score | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
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"procgen-bigfish",
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"procgen-chaser",
"procgen-climber",
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"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "nle", "engine_version": "1.3.0", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 1000], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "nethack-score", "task_version": "1"} | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | minihack-room | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
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"procgen-bigfish",
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"procgen-chaser",
"procgen-climber",
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"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 100 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "minihack", "engine_version": "1.0.2", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 1], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "minihack-room", "task_version": "1"} | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | unity-food-collector | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
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"procgen-bigfish",
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"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | football-empty-goal | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
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"doom-take-cover",
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"procgen-bossfight",
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"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"camera_size": [320, 180], "container_architecture": "arm64", "container_image": "sha256:8774faa312fa0791f01966ef3152d23c012dda5117fd01366972a0bebfc13635", "control_policy": "release movement and shot before each decision", "engine": "gfootball", "engine_revision": "ba9952130898bde2879b01ff2b49d3d48d26ce81", "engine_v... | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | supertuxkart-lighthouse | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
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"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 1.362 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"assets_sha256": "56cd754653224efde4a40aef0400a71f03f72f18d2c35a89896db052dc096b23", "camera_size": [320, 240], "container_architecture": "arm64", "container_image": "sha256:257166494f158e6b5b3441d4b52f99b83e8cef4ff60c6ce5b333251aa7cf4738", "engine": "PySuperTuxKart2", "engine_revision": "dd70f6823f248ae1df2ce513839a9... | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | luanti-chop-tree | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
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"procgen-bigfish",
"procgen-bossfight",
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"procgen-climber",
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"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 18.125 | false | suite-p95-200-v1 | 200 | 18,023.869507 | 9,661.910584 | 22,389.972 | 342 | 43 | 342 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"camera_size": [64, 64], "container_architecture": "arm64", "container_image": "sha256:f3f2df899b8709a904350472825f3253fd1a46a8d913322634a604e389fbb0fe", "engine": "craftium", "engine_revision": "8cffe4176e793f78d00b17fa7e46ccf333a7b5b0", "engine_variant": "serial-lockstep-v2", "engine_version": "0.0.1", "mesh_generat... | {"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | supertux-first-coin | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | dcss-first-experience | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | openttd-first-road | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | mindustry-copper | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | cdda-first-weapon | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | openai-gpt-6-astra | exhibition | gpt-6-astra | null | warzone-first-derrick | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | coin-run | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 100 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | dodge-lanes | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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"doom-take-cover",
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"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 100 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | doom-basic | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 66.19 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | doom-defend-center | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 4.762 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | doom-defend-line | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 9.524 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | doom-take-cover | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
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"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 100 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | doom-health | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
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"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 100 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | doom-corridor | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | doom-home | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | doom-predict | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
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"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 76.183 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-bigfish | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
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"doom-take-cover",
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"pro... | [
3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-bossfight | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"procgen-chaser",
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"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0.5, 13], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-bossfight", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-caveflyer | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
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"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [2, 12], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-caveflyer", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-chaser | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
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"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
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3000
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generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-climber | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
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"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1, 12.6], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-climber", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-coinrun | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-coinrun", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-dodgeball | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1.5, 19], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-dodgeball", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-fruitbot | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 4.425 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [-1.5, 32.4], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-fruitbot", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-heist | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3.5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-heist", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-jumper | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-jumper", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-leaper | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-leaper", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-maze | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-maze", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-miner | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1.5, 13], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-miner", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-ninja | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3.5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-ninja", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-plunder | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [4.5, 30], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-plunder", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | procgen-starpilot | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [2.5, 64], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-starpilot", "task_version": "1"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
generalgamebench-results/1 | exhibition | hosted-rerun-2026-10-05 | 2026-10-05T21:50:31.662849+00:00 | 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9 | claude-claude-opus-5-1m- | exhibition | claude-opus-5[1m] | null | crafter | 43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169 | [
"coin-run",
"dodge-lanes",
"doom-basic",
"doom-defend-center",
"doom-defend-line",
"doom-take-cover",
"doom-health",
"doom-corridor",
"doom-home",
"doom-predict",
"procgen-bigfish",
"procgen-bossfight",
"procgen-caveflyer",
"procgen-chaser",
"procgen-climber",
"procgen-coinrun",
"pro... | [
3000
] | 0.5.0 | authenticated-cli-per-frame | pixels-json-action/2 | 0 | 17.998 | false | suite-p95-200-v1 | 200 | 3,273.090392 | 2,353.58125 | 9,040.905333 | 340 | 43 | 340 | null | 1 | 8 | local-unattested | Darwin arm64 | Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s... | 0 | 0 | {"engine": "crafter", "engine_version": "1.8.3", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 22], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "crafter", "task_version": "2"} | {"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"} |
End of preview. Expand in Data Studio
GeneralGameBench test results
Leaderboard · Source code · Test method · Replay evidence
This Dataset contains test results. Each row gives one agent's score for one game in a fixed test campaign. All measurements come from the GeneralGameBench result snapshot. The export does not add artificial scores.
| Configuration | Agent/game rows |
|---|---|
| exhibition | 645 |
Empty result groups have no configuration or rows. The official leaderboard is currently empty. This Dataset contains the current model exhibition.
Load the data
Use this example to load the current model results:
from datasets import load_dataset
rows = load_dataset("danieltee/generalgamebench-results", "exhibition", split="test")
Set revision to a commit ID to use a fixed version.
The Space records its matching Dataset commit in publication.json.
The Dataset file snapshot.json is identical to the Space file data.json.
Its SHA-256 checksum is 0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9.
Column definitions
The score_100 column gives the normalized game score.
The suite_score_100 column gives the mean score across the complete suite.
The calculation first averages seeds within each scenario.
It then averages scenarios with equal weight.
An aborted episode receives zero points.
Columns with the suite_ prefix describe the complete campaign.
These columns include timing, confidence intervals, episode counts, decision counts and errors.
The export repeats these values on each game row.
The field latency_eligible is true when the complete suite p95 is below 200 ms.
Exactly 200 ms fails. The calculation uses all recorded response times and linear interpolation.
The fields latency_policy_id and latency_limit_ms identify this rule.
The field suite_misses counts responses at or above 200 ms.
Errors and aborted episodes do not change this latency test. They remain in the scores and error counts.
Do not add these values across rows.
Do not interpret them as measurements for individual games.
Compare only rows with the same suite_id.
Also examine mode, transport, task details, model revision and prompt version.
The suite ID includes games, seeds, decision limits, evaluator versions, task versions and hardware conditions.
A null seed list or model revision means that the source did not record this value.
Some reference policies do not have a model ID.
The task_metadata_json and provider_metadata_json columns contain JSON strings.
This format keeps engine and provider details without changes to the Dataset viewer column types.
The root JSONL files retain the original nested objects.
The files in viewer/ supply the Dataset viewer.
Test limits
This benchmark measures visual game control within fixed limits. It does not measure intelligence in full. The Mac runs the current game tests. They use one seed and a limit of eight decisions per scenario. Local vision models use pinned weights from Hugging Face. OpenAI and Anthropic models use their hosted services. Each hosted action starts a new command process. Its timing includes network time and command startup. The models share the same task definitions. Their inference paths differ. The suite ID keeps these test conditions distinct. This table does not measure model-only speed. The archive keeps the previous results and their recording rules. Many games only start during these short tests. Do not use these results as a reliable ranking of model intelligence.
Different tests can use different games, durations, seeds and hardware.
The trust column retains the source's local test status.
A suite p95 below 200 ms does not prove independent verification.
This Dataset does not give official ranks.
Public seeds and local execution do not prove protection against cheating.
See the security model.
Separate test computers produce the results. The maintainers review the evidence before publication. Contributors use the submission procedure. This Dataset does not contain personal data, provider credentials, game images or model weights. The original measurements and export code use the MIT license. Third-party engines, models and media keep their original licenses.
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