| { |
| "name": "llm-model-comparison-2026", |
| "title": "LLM Model Comparison for Enterprise Use Cases (2026)", |
| "description": "Structured dataset comparing 16 large language models from 7 providers across 22 fields: pricing, benchmarks, context windows, latency, API features, and recommended enterprise use cases.", |
| "homepage": "https://www.salttechno.ai/datasets/llm-model-comparison-2026/", |
| "version": "Q1 2026 v2", |
| "created": "2026-02-18", |
| "licenses": [ |
| { |
| "name": "CC-BY-4.0", |
| "path": "https://creativecommons.org/licenses/by/4.0/", |
| "title": "Creative Commons Attribution 4.0 International" |
| } |
| ], |
| "contributors": [ |
| { |
| "title": "Salt Technologies AI", |
| "path": "https://www.salttechno.ai", |
| "role": "publisher" |
| } |
| ], |
| "keywords": [ |
| "llm comparison", |
| "large language model", |
| "gpt-4.1", |
| "claude 4.5", |
| "gemini 2.5", |
| "llama 4", |
| "deepseek", |
| "llm pricing 2026", |
| "ai model benchmark" |
| ], |
| "resources": [ |
| { |
| "name": "llm-model-comparison-2026", |
| "path": "data/llm-model-comparison-2026.csv", |
| "format": "csv", |
| "mediatype": "text/csv", |
| "encoding": "utf-8", |
| "schema": { |
| "fields": [ |
| { "name": "model", "type": "string", "description": "Model name" }, |
| { "name": "provider", "type": "string", "description": "Company that created/offers the model" }, |
| { "name": "parameters_billions", "type": "string", "description": "Parameter count in billions, or Undisclosed" }, |
| { "name": "context_window", "type": "string", "description": "Maximum context window size in tokens" }, |
| { "name": "training_cutoff", "type": "string", "description": "Training data cutoff date" }, |
| { "name": "input_cost_per_1m_usd", "type": "number", "description": "Cost per 1M input tokens (USD)" }, |
| { "name": "output_cost_per_1m_usd", "type": "number", "description": "Cost per 1M output tokens (USD)" }, |
| { "name": "pricing_note", "type": "string", "description": "Additional pricing context and discounts" }, |
| { "name": "open_source", "type": "boolean", "description": "Whether model weights are publicly available" }, |
| { "name": "multimodal", "type": "boolean", "description": "Supports image/video/audio input" }, |
| { "name": "function_calling", "type": "boolean", "description": "Supports structured function/tool calling" }, |
| { "name": "json_mode", "type": "boolean", "description": "Supports guaranteed JSON output" }, |
| { "name": "streaming", "type": "boolean", "description": "Supports streaming token output" }, |
| { "name": "fine_tuning", "type": "boolean", "description": "Supports fine-tuning via API or weights" }, |
| { "name": "enterprise_ready", "type": "boolean", "description": "Has enterprise SLAs, SOC2, and support" }, |
| { "name": "mmlu_score", "type": "number", "description": "MMLU score (0-100), null if not published" }, |
| { "name": "humaneval_score", "type": "number", "description": "HumanEval code gen score (0-100), null if not published" }, |
| { "name": "math_score", "type": "number", "description": "MATH score (0-100), null if not published" }, |
| { "name": "mt_bench_score", "type": "number", "description": "MT-Bench score (0-10), null if not published" }, |
| { "name": "latency_ttft_ms", "type": "string", "description": "Time-to-first-token latency" }, |
| { "name": "throughput_tps", "type": "string", "description": "Tokens per second throughput range" }, |
| { "name": "best_for", "type": "string", "description": "Recommended enterprise use cases" } |
| ] |
| } |
| } |
| ] |
| } |
|
|
