Model Intelligence Index
Explore how coding model intelligence changes across release dates.
Capability over time
Release date × Index
106 catalog models
Model index
Sort models by release date or Index score. Bar lengths use the same scale.
0—60
| Model | ||
|---|---|---|
| Claude Fable 5 Anthropic · Claude Fable | Jun 9, 2026 | 60 |
| GPT-5.6 Sol OpenAI · GPT Sol | Jul 9, 2026 | 59 |
| Kimi K3 Moonshot · Kimi | Jul 16, 2026 | 57 |
| Claude Opus 4.8 Anthropic · Claude Opus | May 28, 2026 | 56 |
| GPT-5.6 Terra OpenAI · GPT Terra | Jul 9, 2026 | 55 |
| GPT-5.5 OpenAI · GPT | Apr 23, 2026 | 55 |
| Grok 4.5 xAI · Grok | Jul 8, 2026 | 54 |
| Claude Opus 4.7 Anthropic · Claude Opus | Apr 16, 2026 | 54 |
| Claude Sonnet 5 Anthropic · Claude Sonnet | Jun 30, 2026 | 53 |
| GPT-5.6 Luna OpenAI · GPT Luna | Jul 9, 2026 | 51 |
| Muse Spark 1.1 Meta · Muse | Jul 9, 2026 | 51 |
| GLM-5.2 Z.ai · GLM | Jun 16, 2026 | 51 |
| GPT-5.4 OpenAI · GPT | Mar 5, 2026 | 51 |
| Gemini 3.6 Flash Google · Gemini Flash | Jul 21, 2026 | 50 |
| Gemini 3.5 Flash Google · Gemini Flash | May 19, 2026 | 50 |
| Qwen3.7-Max Alibaba · Qwen Max | May 21, 2026 | 46 |
| Gemini 3.1 Pro Preview Google · Gemini Pro | Feb 19, 2026 | 46 |
| MiniMax M3 MiniMax · MiniMax M | Jun 1, 2026 | 44 |
| DeepSeek-V4-Pro DeepSeek · DeepSeek Pro | Apr 24, 2026 | 44 |
| Kimi K2.6 Moonshot · Kimi | Apr 20, 2026 | 44 |
| GPT-5.3-Codex OpenAI · GPT Codex | Feb 5, 2026 | 44* |
| Kimi K2.7 Code Moonshot · Kimi Code | Jun 12, 2026 | 42 |
| GPT-5.2 OpenAI · GPT | Dec 11, 2025 | 42* |
| DeepSeek-V4-Flash DeepSeek · DeepSeek Flash | Apr 24, 2026 | 40 |
| Qwen3.6-Max-Preview Alibaba · Qwen Max | Apr 20, 2026 | 40* |
| GLM-5.1 Z.ai · GLM | Apr 7, 2026 | 40 |
| Qwen3.6 Plus Alibaba · Qwen Plus | Apr 2, 2026 | 40 |
| GPT-5.4 mini OpenAI · GPT mini | Mar 17, 2026 | 40 |
| GLM-5 Z.ai · GLM | Feb 12, 2026 | 40* |
| GPT-5.2-Codex OpenAI · GPT Codex | Dec 18, 2025 | 40* |
| Gemini 3 Pro Google · Gemini Pro | Nov 18, 2025 | 40* |
| Qwen3.7 Plus Alibaba · Qwen Plus | May 26, 2026 | 39 |
| Grok 4.3 xAI · Grok | May 15, 2026 | 38 |
| MiniMax M2.7 MiniMax · MiniMax M | Mar 18, 2026 | 38 |
| GPT-5.4 nano OpenAI · GPT nano | Mar 17, 2026 | 38 |
| GLM-5-Turbo Z.ai · GLM Turbo | Mar 15, 2026 | 38* |
| Claude Opus 4.6 Anthropic · Claude Opus | Feb 5, 2026 | 38* |
| Qwen3.6-27B Alibaba · Qwen | Apr 22, 2026 | 37 |
| Grok 4.20 xAI · Grok | Mar 10, 2026 | 37* |
| GPT-5.1 OpenAI · GPT | Nov 13, 2025 | 37 |
| Gemini 3.5 Flash-Lite Google · Gemini Flash-Lite | Jul 21, 2026 | 36 |
| Claude Sonnet 4.6 Anthropic · Claude Sonnet | Feb 17, 2026 | 36* |
| GPT-5 Codex OpenAI · GPT Codex | Sep 15, 2025 | 36* |
| Kimi K2.5 Moonshot · Kimi | Jan 27, 2026 | 35 |
| Claude Opus 4.5 Anthropic · Claude Opus | Nov 24, 2025 | 35* |
| GPT-5.1-Codex OpenAI · GPT Codex | Nov 13, 2025 | 35* |
| GPT-5 OpenAI · GPT | Aug 7, 2025 | 35 |
| GLM-5V-Turbo Z.ai · GLM Vision | Apr 1, 2026 | 34* |
| MiniMax M2.5 MiniMax · MiniMax M | Feb 12, 2026 | 34* |
| GLM 4.7 Z.ai · GLM | Dec 22, 2025 | 34 |
| Kimi K2 Thinking Moonshot · Kimi | Nov 6, 2025 | 33* |
| Grok 4 xAI · Grok | Jul 9, 2025 | 33* |
| Qwen3.6-35B-A3B Alibaba · Qwen | Apr 16, 2026 | 32 |
| DeepSeek V3.2 DeepSeek · DeepSeek V | Dec 1, 2025 | 32 |
| MiniMax M2.1 MiniMax · MiniMax M | Dec 23, 2025 | 31* |
| GPT-5.1-Codex mini OpenAI · GPT Codex | Nov 13, 2025 | 31* |
| o3 OpenAI · o-series | Apr 16, 2025 | 30* |
| Claude Sonnet 4.5 Anthropic · Claude Sonnet | Sep 29, 2025 | 29* |
| MiniMax M2 MiniMax · MiniMax M | Oct 27, 2025 | 28* |
| Claude Opus 4.1 Anthropic · Claude Opus | Aug 5, 2025 | 28* |
| Gemini 3 Flash Google · Gemini Flash | Dec 17, 2025 | 27* |
| Gemini 2.5 Pro Google · Gemini Pro | Jun 17, 2025 | 26 |
| o4-mini OpenAI · o-series | Apr 16, 2025 | 26* |
| GPT-5 mini OpenAI · GPT mini | Aug 7, 2025 | 25 |
| Claude Opus 4 Anthropic · Claude Opus | May 22, 2025 | 25* |
| Claude Sonnet 4 Anthropic · Claude Sonnet | May 22, 2025 | 25* |
| Claude Haiku 4.5 Anthropic · Claude Haiku | Oct 15, 2025 | 24* |
| Kimi K2 0905 Moonshot · Kimi | Sep 5, 2025 | 24* |
| Claude Sonnet 3.7 Anthropic · Claude Sonnet | Feb 24, 2025 | 24* |
| GLM-4.7-Flash Z.ai · GLM Flash | Jan 19, 2026 | 23* |
| GLM 4.6 Z.ai · GLM | Sep 30, 2025 | 23* |
| Grok Code Fast 1 xAI · Grok Code | Aug 28, 2025 | 22* |
| Qwen3-Coder-Next Alibaba · Qwen Coder | Feb 3, 2026 | 21 |
| DeepSeek-V3.2-Exp DeepSeek · DeepSeek V | Sep 29, 2025 | 21* |
| DeepSeek V3.1 Terminus DeepSeek · DeepSeek V | Sep 22, 2025 | 21* |
| DeepSeek-V3.1 DeepSeek · DeepSeek V | Aug 21, 2025 | 21* |
| GPT-5 nano OpenAI · GPT nano | Aug 7, 2025 | 20* |
| DeepSeek-R1-0528 DeepSeek · DeepSeek R | May 28, 2025 | 20* |
| GLM-4.5 Z.ai · GLM | Jul 28, 2025 | 19* |
| Kimi K2 Instruct Moonshot · Kimi | Jul 11, 2025 | 19* |
| GPT-4.1 OpenAI · GPT-4 | Apr 14, 2025 | 19* |
| o3-mini OpenAI · o-series | Jan 31, 2025 | 19* |
| DeepSeek R1 DeepSeek · DeepSeek R | Jan 20, 2025 | 19 |
| Qwen3 Coder 480B-A35B Alibaba · Qwen Coder | Jul 22, 2025 | 18* |
| Grok 4.1 Fast xAI · Grok Fast | Nov 19, 2025 | 17* |
| GLM-4.5-Air Z.ai · GLM Air | Jul 28, 2025 | 17* |
| Grok 4 Fast xAI · Grok Fast | Sep 19, 2025 | 16* |
| GPT-4.1 mini OpenAI · GPT mini | Apr 14, 2025 | 15 |
| Qwen3 Coder 30B-A3B Alibaba · Qwen Coder | Jul 31, 2025 | 14* |
| Gemini 2.5 Flash Google · Gemini Flash | Jun 17, 2025 | 14* |
| Llama 4 Maverick Meta · Llama | Apr 5, 2025 | 14 |
| DeepSeek-V3 DeepSeek · DeepSeek V | Dec 26, 2024 | 14 |
| Gemini 2.0 Flash Google · Gemini Flash | Feb 5, 2025 | 12* |
| Claude Haiku 3.5 Anthropic · Claude Haiku | Nov 4, 2024 | 12 |
| Claude Opus 3 Anthropic · Claude Opus | Mar 4, 2024 | 12* |
| GLM-4.6V Z.ai · GLM Vision | Dec 8, 2025 | 11* |
| GPT-4o OpenAI · GPT-4 | May 13, 2024 | 11* |
| GPT-4.1 nano OpenAI · GPT nano | Apr 14, 2025 | 10 |
| Llama 4 Scout Meta · Llama | Apr 5, 2025 | 10 |
| Claude Sonnet 3.5 (October 2024) Anthropic · Claude Sonnet | Oct 22, 2024 | 10* |
| Claude Sonnet 3.5 (June 2024) Anthropic · Claude Sonnet | Jun 20, 2024 | 8* |
| GLM-4.5V Z.ai · GLM Vision | Aug 11, 2025 | 7* |
| Gemini 2.5 Flash-Lite Google · Gemini Flash-Lite | Jul 22, 2025 | 7* |
| GPT-4o mini OpenAI · GPT mini | Jul 18, 2024 | 7* |
| Claude Sonnet 3 Anthropic · Claude Sonnet | Mar 4, 2024 | 5* |
| Claude Haiku 3 Anthropic · Claude Haiku | Mar 13, 2024 | 4* |