task stringclasses 3
values | model stringclasses 3
values | run int64 1 5 | input_tokens int64 74.8k 230k | cache_read_tokens int64 51.8k 196k | output_tokens int64 2.64k 25.2k | api_cost_usd float64 0.01 0.39 | seconds int64 19 109 | turns int64 2 6 | tool_calls int64 1 5 | file_bytes int64 4.92k 13.9k | works bool 1
class | check_points float64 6 7 ⌀ | rule_moves_ok float64 30 30 ⌀ | rule_moves_bad float64 0 0 ⌀ | puzzles_unique float64 3 3 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
brick | claude-haiku-5-5 | 1 | 91,695 | 53,167 | 18,315 | 0.0174 | 78 | 3 | 2 | 12,529 | true | null | null | null | null |
brick | claude-haiku-5-5 | 2 | 87,874 | 53,167 | 14,519 | 0.0147 | 67 | 2 | 1 | 11,573 | true | null | null | null | null |
brick | claude-haiku-5-5 | 3 | 94,155 | 53,167 | 20,705 | 0.0191 | 93 | 2 | 1 | 11,823 | true | null | null | null | null |
brick | claude-haiku-5-5 | 4 | 98,588 | 53,167 | 25,213 | 0.0222 | 109 | 2 | 1 | 13,793 | true | null | null | null | null |
brick | claude-haiku-5-5 | 5 | 98,164 | 53,167 | 24,746 | 0.0219 | 103 | 2 | 1 | 10,935 | true | null | null | null | null |
brick | claude-sonnet-5-5 | 1 | 75,811 | 52,392 | 3,854 | 0.1427 | 26 | 2 | 1 | 6,534 | true | null | null | null | null |
brick | claude-sonnet-5-5 | 2 | 75,804 | 52,392 | 3,823 | 0.1423 | 48 | 2 | 1 | 6,623 | true | null | null | null | null |
brick | claude-sonnet-5-5 | 3 | 75,776 | 52,392 | 3,840 | 0.1424 | 42 | 2 | 1 | 6,562 | true | null | null | null | null |
brick | claude-sonnet-5-5 | 4 | 76,283 | 52,392 | 4,325 | 0.1493 | 38 | 2 | 1 | 7,663 | true | null | null | null | null |
brick | claude-sonnet-5-5 | 5 | 76,286 | 52,392 | 4,313 | 0.1492 | 32 | 2 | 1 | 7,754 | true | null | null | null | null |
brick | claude-opus-5-5 | 1 | 78,979 | 51,794 | 7,578 | 0.3794 | 60 | 2 | 1 | 13,888 | true | null | null | null | null |
brick | claude-opus-5-5 | 2 | 79,060 | 51,794 | 7,649 | 0.3815 | 78 | 2 | 1 | 13,776 | true | null | null | null | null |
brick | claude-opus-5-5 | 3 | 78,418 | 51,794 | 6,991 | 0.3632 | 73 | 2 | 1 | 12,793 | true | null | null | null | null |
brick | claude-opus-5-5 | 4 | 78,032 | 51,794 | 6,602 | 0.3523 | 69 | 2 | 1 | 10,326 | true | null | null | null | null |
brick | claude-opus-5-5 | 5 | 79,258 | 51,794 | 7,846 | 0.387 | 70 | 2 | 1 | 12,605 | true | null | null | null | null |
2048 | claude-haiku-5-5 | 1 | 121,336 | 95,047 | 5,764 | 0.0091 | 25 | 3 | 2 | 10,610 | true | 6 | 30 | 0 | null |
2048 | claude-haiku-5-5 | 2 | 82,144 | 53,240 | 8,513 | 0.0106 | 50 | 2 | 1 | 9,233 | true | 6 | 30 | 0 | null |
2048 | claude-haiku-5-5 | 3 | 93,676 | 53,240 | 20,085 | 0.0187 | 105 | 3 | 2 | 9,515 | true | 6 | 30 | 0 | null |
2048 | claude-haiku-5-5 | 4 | 170,806 | 140,991 | 9,103 | 0.0119 | 60 | 5 | 4 | 12,544 | true | 6 | 30 | 0 | null |
2048 | claude-haiku-5-5 | 5 | 90,142 | 53,240 | 16,539 | 0.0162 | 73 | 3 | 2 | 8,170 | true | 6 | 30 | 0 | null |
2048 | claude-sonnet-5-5 | 1 | 74,831 | 52,465 | 2,637 | 0.1263 | 19 | 2 | 1 | 4,920 | true | 6 | 30 | 0 | null |
2048 | claude-sonnet-5-5 | 2 | 75,292 | 52,465 | 3,109 | 0.1329 | 27 | 2 | 1 | 5,860 | true | 6 | 30 | 0 | null |
2048 | claude-sonnet-5-5 | 3 | 75,292 | 52,465 | 3,112 | 0.1329 | 32 | 2 | 1 | 6,060 | true | 6 | 30 | 0 | null |
2048 | claude-sonnet-5-5 | 4 | 75,275 | 52,465 | 3,084 | 0.1326 | 30 | 2 | 1 | 6,012 | true | 6 | 30 | 0 | null |
2048 | claude-sonnet-5-5 | 5 | 75,085 | 52,465 | 2,896 | 0.1299 | 21 | 2 | 1 | 5,466 | true | 6 | 30 | 0 | null |
2048 | claude-opus-5-5 | 1 | 75,327 | 51,867 | 3,621 | 0.2705 | 31 | 2 | 1 | 7,282 | true | 6 | 30 | 0 | null |
2048 | claude-opus-5-5 | 2 | 75,729 | 51,867 | 4,180 | 0.2849 | 44 | 2 | 1 | 7,958 | true | 6 | 30 | 0 | null |
2048 | claude-opus-5-5 | 3 | 75,356 | 51,867 | 3,716 | 0.2726 | 38 | 2 | 1 | 7,366 | true | 6 | 30 | 0 | null |
2048 | claude-opus-5-5 | 4 | 75,657 | 51,867 | 4,014 | 0.281 | 41 | 2 | 1 | 7,979 | true | 6 | 30 | 0 | null |
2048 | claude-opus-5-5 | 5 | 75,448 | 51,867 | 3,760 | 0.2742 | 32 | 2 | 1 | 7,288 | true | 6 | 30 | 0 | null |
sudoku | claude-haiku-5-5 | 1 | 229,557 | 195,900 | 12,454 | 0.0149 | 69 | 6 | 5 | 7,221 | true | 7 | null | null | 3 |
sudoku | claude-haiku-5-5 | 2 | 87,801 | 53,267 | 14,233 | 0.0146 | 72 | 2 | 1 | 8,989 | true | 7 | null | null | 3 |
sudoku | claude-haiku-5-5 | 3 | 88,547 | 53,267 | 14,961 | 0.0151 | 76 | 2 | 1 | 8,638 | true | 7 | null | null | 3 |
sudoku | claude-haiku-5-5 | 4 | 130,324 | 98,712 | 10,160 | 0.0124 | 52 | 3 | 2 | 6,854 | true | 7 | null | null | 3 |
sudoku | claude-haiku-5-5 | 5 | 130,697 | 99,430 | 10,565 | 0.0125 | 59 | 3 | 2 | 7,835 | true | 7 | null | null | 3 |
sudoku | claude-sonnet-5-5 | 1 | 75,433 | 52,488 | 3,230 | 0.1346 | 38 | 2 | 1 | 6,253 | true | 7 | null | null | 3 |
sudoku | claude-sonnet-5-5 | 2 | 74,925 | 52,492 | 2,769 | 0.1279 | 34 | 2 | 1 | 4,989 | true | 7 | null | null | 3 |
sudoku | claude-sonnet-5-5 | 3 | 75,078 | 52,492 | 2,871 | 0.1295 | 26 | 2 | 1 | 5,228 | true | 7 | null | null | 3 |
sudoku | claude-sonnet-5-5 | 4 | 74,919 | 52,492 | 2,745 | 0.1276 | 27 | 2 | 1 | 4,958 | true | 7 | null | null | 3 |
sudoku | claude-sonnet-5-5 | 5 | 75,081 | 52,492 | 2,873 | 0.1296 | 26 | 2 | 1 | 5,275 | true | 7 | null | null | 3 |
sudoku | claude-opus-5-5 | 1 | 74,973 | 51,894 | 3,255 | 0.2601 | 40 | 2 | 1 | 5,875 | true | 7 | null | null | 3 |
sudoku | claude-opus-5-5 | 2 | 155,513 | 130,844 | 4,320 | 0.3099 | 53 | 4 | 3 | 6,347 | true | 7 | null | null | 3 |
sudoku | claude-opus-5-5 | 3 | 116,443 | 91,862 | 4,711 | 0.3092 | 53 | 3 | 2 | 8,340 | true | 7 | null | null | 3 |
sudoku | claude-opus-5-5 | 4 | 114,648 | 91,074 | 3,652 | 0.2798 | 40 | 3 | 2 | 6,479 | true | 7 | null | null | 3 |
sudoku | claude-opus-5-5 | 5 | 74,927 | 51,894 | 3,176 | 0.2581 | 46 | 2 | 1 | 5,839 | true | 7 | null | null | 3 |
Vibe coding with Claude Haiku, Sonnet and Opus 5.5: cost, time and whether the game works
Three single-file browser games (brick-breaker, 2048, Sudoku) built by Claude Code with Claude Haiku 5.5, Sonnet 5.5 and Opus 5.5, five runs each: tokens, API cost, time and automated play tests. All 45 games passed; median cost per game Haiku $0.015, Sonnet $0.13, Opus $0.28.
- Page with method, findings and limitations: https://tokensave.app/data/vibe-coding-by-claude-model
- Zenodo (DOI): https://doi.org/10.5281/zenodo.23489448 (record https://zenodo.org/records/23489449)
- GitHub: https://github.com/johnisking/token-cost-by-language
Measured 2026-10-20 by TokenSave. License CC BY 4.0. In raw logs the PC user name is replaced by USER.
Citation
TokenSave (2026). Vibe coding with Claude Haiku, Sonnet and Opus 5.5: cost, time and whether the game works [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23489448
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