Independent rankings for 208 AI models
GPT, Claude, Gemini, Llama, DeepSeek, Qwen and every other model with published results, ranked by one composite score built from 16 public benchmarks across four sources. Prices, context windows and release dates for the full catalog of 2,543.
- Models
- 2,543
- Scored
- 208
- Benchmarks
- 16
- Hosts
- 297
Highest composite score
Full leaderboard →- 1GPT-6 Astra$50.0099
- 2GPT-6.1 Sol$10.0099
- 3Claude Fable 5$50.0098
- 4Claude Opus 5.5$20.0095
- 5Claude Opus 5$25.0093
What you can look up
What does it cost to run?Input, output, cache read and a 3:1 blend, side by side.What is my monthly bill?Enter a token mix. Get the cost on every model.What is the best score per dollar?Composite against output price, with the Pareto edge drawn.Which model suits my job?Eight boards we can fill from measured scores.Who hosts a model, and for how much?Prices scoped to each of 297 hosts.What shipped recently?Release dates in 7, 30 and 90 day windows.How do you measure this?The method, the 4 sources, and every benchmark's weight.Compare two models.Any pair, specs and scores in one table.
The whole catalog
counting…
| Output | |||||||
|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash70deepseek-v4-flash | DeepSeek | 1M | 384K | $0.098 | $0.196 | 2026-04-24 | 106 |
| GLM-5.380glm-5-3 | Zhipu | 1M | 131K | $1.40 | $4.40 | 2026-08-14 | 97 |
| GLM-5.259glm-5-2 | Zhipu | 1M | 131K | $1.40 | $4.40 | 2026-06-13 | 95 |
| GLM-5.3-Flash56glm-5-3-flash | Zhipu | 1M | 131K | $0.15 | $0.50 | 2026-08-26 | 94 |
| DeepSeek V4 Pro86deepseek-v4-pro | DeepSeek | 1M | 384K | $0.435 | $0.87 | 2026-04-24 | 93 |
| Kimi K3kimi-k3 | Kimi | 1M | 131K | $3.00 | $15.00 | 2026-07-16 | 89 |
| DeepSeek V4.1 Flash84deepseek-v4-1-flash | DeepSeek | 1M | 384K | $0.165 | $0.66 | 2026-09-10 | 86 |
| Kimi K2.661kimi-k2-6 | Kimi | 262K | 262K | $0.95 | $4.00 | 2026-04-20 | 78 |
| Kimi K2.7 Code54kimi-k2-7-code | Kimi | 262K | 33K | $0.95 | $4.00 | 2026-06-12 | 75 |
| GPT-OSS 120Bgpt-oss-120b | OpenAI | 128K | 32K | $0.05 | $0.25 | 2025-08-05 | 72 |
| MiniMax M347minimax-m3 | MiniMax | 1M | 128K | $0.30 | $1.20 | 2026-06-01 | 66 |
| Claude Haiku 4.5 (latest)39claude-haiku-4-5 | Anthropic | 200K | 64K | $1.00 | $5.00 | 2025-10-15 | 58 |
| Claude Sonnet 4.6claude-sonnet-4-6 | Anthropic | 1M | 64K | $3.00 | $15.00 | 2026-02-17 | 56 |
| GLM-5.172glm-5-1 | Zhipu | 200K | 131K | $1.40 | $4.40 | 2026-04-07 | 55 |
| GPT-5.589gpt-5-5 | OpenAI | 1.1M | 128K | $5.00 | $30.00 | 2026-04-23 | 55 |
| GPT-5.6 Luna67gpt-5-6-luna | OpenAI | 1.1M | 128K | $0.20 | $1.20 | 2026-07-09 | 54 |
| Claude Opus 4.886claude-opus-4-8 | Anthropic | 1M | 128K | $5.00 | $25.00 | 2026-05-28 | 53 |
| GPT-5.6 Sol91gpt-5-6-sol | OpenAI | 1.1M | 128K | $5.00 | $30.00 | 2026-07-09 | 53 |
| Claude Fable 598claude-fable-5 | Anthropic | 1M | 128K | $10.00 | $50.00 | 2026-06-09 | 51 |
| Claude Sonnet 576claude-sonnet-5 | Anthropic | 1M | 128K | $2.00 | $10.00 | 2026-06-30 | 51 |
| GPT-5.485gpt-5-4 | OpenAI | 1.1M | 128K | $2.50 | $15.00 | 2026-03-05 | 51 |
| Qwen3.8 27Bqwen3-8-27b | Alibaba | 262K | 66K | $0.40 | $3.00 | 2026-08-14 | 51 |
| Claude Opus 4.779claude-opus-4-7 | Anthropic | 1M | 128K | $5.00 | $25.00 | 2026-04-16 | 50 |
| GPT-5.6 Terra85gpt-5-6-terra | OpenAI | 1.1M | 128K | $2.00 | $12.00 | 2026-07-09 | 49 |
| GPT-OSS 20B42gpt-oss-20b | OpenAI | 128K | 32K | $0.04 | $0.15 | 2025-08-05 | 49 |
| MiniMax M2.7minimax-m2-7 | MiniMax | 205K | 8K | $0.30 | $1.20 | 2026-03-18 | 49 |
| MiniMax-M2.591minimax-m2-5 | MiniMax | 205K | 131K | $0.30 | $1.20 | 2026-02-12 | 49 |
| Claude Opus 593claude-opus-5 | Anthropic | 1M | 128K | $5.00 | $25.00 | 2026-07-24 | 48 |
| Qwen 3.8 Max88qwen3-8-max | Alibaba | 1M | 33K | $2.20 | $6.60 | 2026-08-03 | 48 |
| Gemini 3.1 Pro Preview77gemini-3-1-pro | 1M | 66K | $2.00 | $12.00 | 2026-02-19 | 45 | |
| GPT-6 Luna60gpt-6-luna | OpenAI | 1.1M | 128K | $0.10 | $0.50 | 2026-09-22 | 45 |
| Kimi K2.575kimi-k2-5 | Kimi | 262K | 262K | $0.60 | $3.00 | 2026-01-27 | 45 |
| Claude Sonnet 4.5 (latest)48claude-sonnet-4-5 | Anthropic | 200K | 64K | $3.00 | $15.00 | 2025-09-29 | 44 |
| Gemini 3.5 Flash80gemini-3-5-flash | 1M | 66K | $1.50 | $9.00 | 2026-05-19 | 44 | |
| Gemma 4 31B Itgemma-4-31b-it | 262K | 66K | $0.14 | $0.40 | 2026-04-02 | 44 | |
| GPT-6 Astra99gpt-6-astra | OpenAI | 1.1M | 128K | $10.00 | $50.00 | 2026-09-04 | 44 |
| Claude Opus 4.665claude-opus-4-6 | Anthropic | 1M | 128K | $5.00 | $25.00 | 2026-02-05 | 43 |
| GLM-568glm-5 | Alibaba | 205K | 131K | $0.89 | $3.2647 | 2026-02-12 | 43 |
| GPT-5.4 Mini47gpt-5-4-mini | OpenAI | 400K | 128K | $0.75 | $4.50 | 2026-03-17 | 43 |
| Claude Fable 5.192claude-fable-5-1 | Anthropic | 1M | 128K | $10.00 | $50.00 | 2026-09-01 | 42 |
| Claude Opus 4.5 (20251101)46claude-opus-4-5 | Anthropic | 200K | 64K | $5.00 | $25.00 | 2025-11-24 | 42 |
| Claude Opus 5.595claude-opus-5-5 | Anthropic | 1M | 128K | $4.00 | $20.00 | 2026-09-22 | 42 |
| Grok 4.679grok-4-6 | xAI | 500K | 500K | $2.00 | $6.00 | 2026-08-12 | 42 |
| Claude Haiku 5.575claude-haiku-5-5 | Anthropic | 1M | 128K | $0.10 | $0.50 | 2026-10-07 | 41 |
| Gemini 3.8 Flash88gemini-3-8-flash | 1M | 66K | $0.75 | $3.75 | 2026-09-02 | 41 | |
| Claude Sonnet 5.589claude-sonnet-5-5 | Anthropic | 1M | 128K | $2.00 | $10.00 | 2026-09-28 | 40 |
| Gemini 3.7 Flash89gemini-3-7-flash | 1M | 66K | $0.75 | $3.75 | 2026-08-13 | 40 | |
| GPT-6 Sol92gpt-6-sol | OpenAI | 1.1M | 128K | $2.00 | $10.00 | 2026-09-22 | 40 |
| GPT-6.1 Sol99gpt-6-1-sol | OpenAI | 1.1M | 128K | $2.00 | $10.00 | 2026-09-29 | 40 |
| DeepSeek Reasoner94deepseek-r1 | DeepSeek | 1M | 384K | $0.55 | $2.20 | 2025-12-01 | 39 |
| Gemini 2.5 Flash37gemini-2-5-flash | 1M | 66K | $0.30 | $2.50 | 2025-06-17 | 39 | |
| Gemini 3.6 Flash68gemini-3-6-flash | 1M | 66K | $1.50 | $7.50 | 2026-07-21 | 39 | |
| GPT-5.4 Nano46gpt-5-4-nano | OpenAI | 400K | 128K | $0.20 | $1.25 | 2026-03-17 | 39 |
| GPT-573gpt-5 | OpenAI | 400K | 128K | $1.25 | $10.00 | 2025-08-07 | 38 |
| GPT-5 Mini49gpt-5-mini | OpenAI | 400K | 128K | $0.25 | $2.00 | 2025-08-07 | 38 |
| Grok 4.771grok-4-7 | xAI | 500K | 500K | $2.00 | $6.00 | 2026-09-21 | 38 |
| Qwen3.8 Flashqwen3-8-flash | Alibaba | 977K | 128K | $0.15 | $0.47 | 2026-08-26 | 38 |
| Gemini 3 Flash Preview81gemini-3-flash | 1M | 66K | $0.50 | $3.00 | 2025-12-17 | 37 | |
| GLM-4.750glm-4-7 | Zhipu | 200K | 131K | $0.60 | $2.20 | 2025-12-22 | 37 |
| GPT-5.269gpt-5-2 | OpenAI | 400K | 128K | $1.75 | $14.00 | 2025-12-11 | 37 |
| Qwen3.7 Max74qwen3-7-max | Alibaba | 1M | 250K | $0.825 | $2.4755 | 2026-05-21 | 37 |
| Gemini 2.5 Pro51gemini-2-5-pro | 1M | 66K | $1.25 | $10.00 | 2025-06-17 | 36 | |
| Grok 4.32grok-4-3 | xAI | 1M | 30K | $1.25 | $2.50 | 2026-04-17 | 36 |
| Qwen3.6 35B A3Bqwen3-6-35b-a3b | Alibaba | 262K | 66K | $0.248 | $1.485 | 2026-04-17 | 36 |
| Qwen3.7 Plus83qwen3-7-plus | Alibaba | 1M | 66K | $0.40 | $1.60 | 2026-06-02 | 36 |
| Gemini 3.1 Flash-Lite44gemini-3-1-flash-lite | 1M | 66K | $0.25 | $1.50 | 2026-05-07 | 35 | |
| Gemini 3.5 Flash-Lite32gemini-3-5-flash-lite | 1M | 66K | $0.30 | $2.50 | 2026-07-21 | 35 | |
| Qwen3.5 397B-A17B74qwen3-5-397b-a17b | Alibaba | 262K | 66K | $0.40 | $2.65 | 2026-02-15 | 35 |
| Gemini 4 Argon98gemini-4-argon | 1M | 66K | $2.00 | $10.00 | 2026-10-13 | 34 | |
| GLM-4.637glm-4-6 | Zhipu | 200K | 131K | $0.60 | $2.20 | 2025-09-30 | 34 |
| GPT-5.3 Codex90gpt-5-3-codex | OpenAI | 400K | 128K | $1.75 | $14.00 | 2026-02-05 | 33 |
| Llama 3.3 70B Instructllama-3-3-70b-instruct | Meta | 131K | 33K | $0.22 | $0.50 | 2024-12-06 | 33 |
| GPT-5 Nano33gpt-5-nano | OpenAI | 400K | 128K | $0.05 | $0.40 | 2025-08-07 | 32 |
| GPT-5.171gpt-5-1 | OpenAI | 400K | 128K | $1.25 | $10.00 | 2025-11-13 | 32 |
| Grok 4.567grok-4-5 | xAI | 500K | 500K | $2.00 | $6.00 | 2026-07-08 | 32 |
| MiniMax M3.1 Flashminimax-m3-1-flash | MiniMax | 1M | 128K | $0.15 | $0.60 | 2026-10-19 | 32 |
| GPT-4.136gpt-4-1 | OpenAI | 1M | 33K | $2.00 | $8.00 | 2025-04-14 | 31 |
| Kimi K3.1 Prokimi-k3-1-pro | Kimi | 1M | 1M | $2.00 | $10.00 | 2026-10-23 | 31 |
| GPT-4.1 mini27gpt-4-1-mini | OpenAI | 1M | 33K | $0.40 | $1.60 | 2025-04-14 | 30 |
| MiMo V2.6 Flashmimo-v2-6-flash | — | 1M | 131K | $0.1692 | $0.3385 | 2026-09-22 | 30 |
| MiMo V2.6 Promimo-v2-6-pro | — | 1M | 131K | $0.5077 | $1.0154 | 2026-09-22 | 30 |
| Qwen3.6 27B59qwen3-6-27b | Alibaba | 256K | 64K | $0.4126 | $2.4754 | 2026-04-22 | 30 |
| Gemma 4 26B A4Bgemma-4-26b-a4b-it | 262K | 66K | $0.13 | $0.40 | 2026-04-02 | 28 | |
| GPT-4o (2024-11-20)18gpt-4o | OpenAI | 128K | 16K | $2.50 | $10.00 | 2024-11-20 | 28 |
| DeepSeek V3.271deepseek | DeepSeek | 128K | 64K | $0.2174 | $0.326 | 2025-12-01 | 27 |
| Gemini 2.5 Flash-Litegemini-2-5-flash-lite | 1M | 66K | $0.10 | $0.40 | 2025-06-17 | 27 | |
| GPT-4o Mini13gpt-4o-mini | OpenAI | 128K | 16K | $0.15 | $0.60 | 2024-07-18 | 27 |
| GPT-6.1 Terragpt-6-1-terra | OpenAI | 1.1M | 128K | $1.00 | $5.00 | 2026-10-26 | 27 |
| Qwen3-Next 80B-A3B Instructqwen3-next-80b-a3b-instruct | Alibaba | 131K | 33K | $0.10 | $1.10 | 2025-09 | 26 |
| Qwen3.6 Plus62qwen3-6-plus | Alibaba | 1M | 250K | $0.276 | $1.651 | 2026-04-02 | 26 |
| GLM 4.7 Flash53glm-4-7-flash | Zhipu | 200K | 128K | $0.07 | $0.40 | 2026-01-19 | 25 |
| Hy3hy3 | — | 256K | 128K | $0.1562 | $0.6248 | 2026-07-06 | 25 |
| Mistral Large 314mistral-large | Mistral | 262K | 262K | $0.50 | $1.50 | 2025-12-02 | 25 |
| GLM-4.5 Airglm-4-5-air | Zhipu | 128K | 98K | $0.20 | $1.10 | 2025-07-28 | 24 |
| GPT-5.4 Pro93gpt-5-4-pro | OpenAI | 1.1M | 128K | $30.00 | $180.00 | 2026-03-05 | 24 |
| kimi-k2-thinkingkimi-k2-thinking | Kimi | 262K | 262K | $0.575 | $2.30 | 2025-11-06 | 24 |
| MiniMax M2.1minimax-m2-1 | MiniMax | 205K | 8K | $0.30 | $1.20 | 2025-12-23 | 24 |
| Mistral Small (latest)mistral-small | Mistral | 256K | 256K | $0.15 | $0.60 | 2026-03-16 | 24 |
| Qwen3.5 35B A3B79qwen3-5-35b-a3b | Alibaba | 131K | 33K | $0.057 | $0.459 | 2026-02-23 | 24 |
| Qwen3.8 2.4T A95Bqwen3-8-2-4t-a95b | Alibaba | 262K | 1M | $2.50 | $6.25 | 2026-08-12 | 24 |
| Step 3.7 Flashstep-3-7-flash | — | 256K | 256K | $0.22 | $1.32 | 2026-05-29 | 24 |
| Hy4 previewhy4 | — | 1M | 64K | $0.845 | $2.535 | 2026-08-28 | 23 |
| Inkling53inkling | Databricks | 1M | 32K | $1.00 | $4.05 | 2026-07-15 | 23 |
| MiMo-V2.5mimo-v2-5 | — | 1M | 131K | $0.155 | $0.31 | 2026-04-22 | 23 |
| MiMo-V2.5-Promimo-v2-5-pro | — | 1M | 131K | $0.48 | $0.96 | 2026-04-22 | 23 |
| o370o3 | OpenAI | 200K | 100K | $2.00 | $8.00 | 2025-04-16 | 23 |
| Step 5 Previewstep-5 | — | 1M | 64K | $1.08 | $3.0888 | 2026-09-16 | 23 |
| deepseek-v3.2deepseek-v3-2 | DeepSeek | 128K | 8K | $0.29 | $0.43 | 2025-12-01 | 22 |
| GLM-4.533glm-4-5 | Zhipu | 128K | 98K | $0.60 | $2.20 | 2025-07-28 | 22 |
| GPT-5.2 Codex77gpt-5-2-codex | OpenAI | 400K | 128K | $1.75 | $14.00 | 2025-12-11 | 22 |
| GPT-5.5 Pro97gpt-5-5-pro | OpenAI | 1.1M | 128K | $30.00 | $180.00 | 2026-04-23 | 22 |
| Qwen3 32Bqwen3-32b | Alibaba | 131K | 33K | $0.15 | $0.60 | 2025-04-28 | 22 |
| Qwen3.5 122B A10B40qwen3-5-122b-a10b | Alibaba | 131K | 33K | $0.115 | $0.917 | 2026-02-23 | 22 |
| Qwen3.5 27Bqwen3-5-27b | Alibaba | 131K | 33K | $0.086 | $0.688 | 2026-02-23 | 22 |
| Qwen3.5 9B62qwen3-5-9b | Alibaba | 262K | 33K | $0.09 | $0.13 | 2026-02-23 | 22 |
| GPT-4.1 Nano19gpt-4-1-nano | OpenAI | 1M | 33K | $0.10 | $0.40 | 2025-04-14 | 21 |
| Qwen3 235B A22B Instruct 2507qwen3-235b-a22b-instruct | Alibaba | 131K | 33K | $0.10 | $0.60 | 2025-07-21 | 21 |
| Qwen3.5 Plus53qwen3-5-plus | Alibaba | 1M | 250K | $0.115 | $0.688 | 2026-02-16 | 21 |
| Claude Opus 4.1 (20250805)41claude-opus-4-1 | Anthropic | 200K | 32K | $15.00 | $75.00 | 2025-08-05 | 20 |
| DeepSeek V4 Flash Vision Exp78deepseek-v4-flash-vision | DeepSeek | 1M | 384K | $0.155 | $0.62 | 2026-08-21 | 20 |
| GPT-5.1 Codex81gpt-5-1-codex | OpenAI | 400K | 128K | $1.25 | $10.00 | 2025-11-13 | 20 |
| GPT-5.1 Codex minigpt-5-1-codex-mini | OpenAI | 400K | 128K | $0.25 | $2.00 | 2025-11-13 | 20 |
| Grok Build 0.118grok-build-0-1 | xAI | 256K | 256K | $1.00 | $2.00 | 2026-04-16 | 20 |
| Qwen3 Coder Nextqwen3-coder-next | Alibaba | 262K | 66K | $0.15 | $0.80 | 2026-02-03 | 20 |
| Qwen3 Max Preview60qwen3-max | Alibaba | 256K | 66K | $1.08 | $4.80 | 2025-09-05 | 20 |
| Qwen3-VL 235B A22B Instructqwen3-vl-235b-a22b-instruct | Alibaba | 131K | 33K | $0.21 | $1.90 | 2025-09-23 | 20 |
| Codestral (latest)codestral | Mistral | 256K | 4K | $0.30 | $0.90 | 2024-05-29 | 19 |
| DeepSeek V334deepseek-v3 | DeepSeek | 131K | 8K | $0.28 | $1.10 | 2024-12-26 | 19 |
| Gemma 3 27B ITgemma-3-27b-it | 131K | 33K | $0.08 | $0.45 | 2025-03-12 | 19 | |
| Glm 4.5Vglm-4-5v | Zhipu | 128K | 32K | $0.60 | $1.80 | 2025-08-11 | 19 |
| GLM-5 Turboglm-5-turbo | Zhipu | 200K | 131K | $1.20 | $4.00 | 2026-03-16 | 19 |
| MiniMax M266minimax-m2 | MiniMax | 205K | 8K | $0.30 | $1.20 | 2025-10-27 | 19 |
| MiniMax M2.7 Highspeedminimax-m2-7-highspeed | MiniMax | 205K | 8K | $0.60 | $2.40 | 2026-03-18 | 19 |
| Qwen3 30B A3Bqwen3-30b-a3b | Alibaba | 131K | 33K | $0.108 | $1.076 | 2025-04-28 | 19 |
| Qwen3.6 Flash39qwen3-6-flash | Alibaba | 1M | 250K | $0.165 | $0.99 | 2026-04-27 | 19 |
| GLM-5V-Turboglm-5v-turbo | Zhipu | 200K | 131K | $0.72 | $3.20 | 2026-04-01 | 18 |
| Muse Spark 1.282muse-spark-1-2 | Meta | 1M | 131K | $1.375 | $4.675 | 2026-08-05 | 18 |
| Muse Spark Open86muse-spark-open | Meta | 1M | 262K | $1.25 | $4.25 | 2026-10-15 | 18 |
| Qwen3 Coder 30B A3B Instructqwen3-coder-30b-a3b-instruct | Alibaba | 262K | 66K | free | free | 2025-07-31 | 18 |
| searchsearch | DeepSeek | — | — | — | — | — | 18 |
| GLM-4.6Vglm-4-6v | Zhipu | 128K | 33K | $0.145 | $0.43 | 2025-12-08 | 17 |
| gpt-5-pro83gpt-5-pro | OpenAI | 400K | 272K | $15.00 | $120.00 | 2025-10-06 | 17 |
| Kimi K2.7 Code Highspeedkimi-k2-7-code-highspeed | Kimi | 262K | 33K | $1.90 | $8.00 | 2026-06-12 | 17 |
| Muse Spark 1.384muse-spark-1-3 | Meta | 1M | 131K | $1.375 | $4.675 | 2026-09-02 | 17 |
| o4-mini50o4-mini | OpenAI | 200K | 100K | $1.10 | $4.40 | 2025-04-16 | 17 |
| Qwen3 235B A22Bqwen3-235b-a22b | Alibaba | 131K | 33K | $0.287 | $1.147 | 2025-04-28 | 17 |
| Qwen3-Next 80B-A3B (Thinking)qwen3-next-80b-a3b-thinking | Alibaba | 131K | 33K | $0.15 | $1.20 | 2025-09 | 17 |
| DeepSeek-V3.1deepseek-v3-1 | DeepSeek | 128K | 32K | $0.5797 | $1.7391 | 2025-08-21 | 16 |
| Gemini 3 Pro Imagegemini-3-pro-image | 66K | 66K | $2.00 | $12.00 | 2026-05-28 | 16 | |
| GPT 5.1 Codex Maxgpt-5-1-codex-max | OpenAI | 400K | 128K | $2.50 | $20.00 | 2025-11-13 | 16 |
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