Xentir LIVE INTELLIGENCE · data updated automatically
AI Model Rankings
Updated
Live benchmark results, sourced from published third-party evaluations. Reference pricing is read directly from OpenAI, Anthropic and Google's own published price pages where a model has one; inference speed has no licensed or self-measured source yet — see the empty card below rather than a guess.
“Epoch AI, 'AI Benchmarking Hub'. Published online at epoch.ai. Retrieved from 'https://epoch.ai/benchmarks' [online resource].” · epoch.ai/benchmarks · Licensed CC BY 4.0 · data last verified 2026-10-25 · Methodology · Data Sources · Ranking changes
Benchmark results measure specific tasks and should not be treated as a universal measure of model quality.
Best Overall
Claude Opus 5.5
Highest Epoch Capabilities Index (ECI) score.
168.8 ECI
Best Coding
Claude Opus 4.7
Highest score on SWE-bench Verified.
0.835 (max) SWE-bench
Best Reasoning
Gemini 4 Argon
Highest score on GPQA Diamond.
0.964 (high) GPQA
Best Open Model
Kimi K3
Highest ECI among open-weight models.
157.9 ECI
Fastest
Not measured yet
We do not measure inference speed yet — no licensed or self-generated latency data exists. Not shown as an estimate.
Lowest Output Price
GPT-5 nano
Lowest published output-token price among Epoch-evaluated models with vendor pricing on file.
$0.40 /1M tokens (output)
price as published by OpenAI, checked 2026-10-25
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| Rank | Model | Provider | Overall | Coding | Reasoning | Released | Price |
|---|---|---|---|---|---|---|---|
| 1 | Claude Opus 5.5 | Anthropic | 168.8 | — | 0.906 (max) | 2026-09 | — |
| 2 | GPT-6 Astra | OpenAI | 168.8 | — | 0.958 (max) | 2026-09 | $10.00 / $50.00 |
| 3 | GPT-6.1 Sol | OpenAI | 168.4 | — | 0.954 (max) | 2026-09 | $2.00 / $10.00 |
| 4 | Claude Fable 5.1 | Anthropic | 166.5 | — | — | 2026-09 | — |
| 5 | Gemini 4 Argon | Google DeepMind | 166.4 | — | 0.964 (high) | 2026-09 | — |
| 6 | Claude Sonnet 5.5 | Anthropic | 166.2 | — | 0.956 (max) | 2026-09 | — |
| 7 | Claude Opus 5 | Anthropic | 163.9 | — | 0.939 (max) | 2026-07 | $5.00 / $25.00 stale |
| 8 | GPT-6 Sol | OpenAI | 163.7 | — | 0.943 (max) | 2026-09 | $2.00 / $10.00 |
| 9 | Claude Fable 5 | Anthropic | 163.4 | — | 0.859 (max) | 2026-06 | $10.00 / $50.00 stale |
| 10 | GPT-5.5 Pro | OpenAI | 162.9 | — | 0.939 (xhigh-pre-release) | 2026-04 | $30.00 / $180.00 |
| 11 | GPT-5.6 Sol | OpenAI | 162.8 | — | 0.935 (max) | 2026-07 | $4.00 / $20.00 |
| 12 | Muse Wonder | Meta AI | 161.8 | — | — | 2026-10 | — |
| 13 | GPT-5.6 Terra | OpenAI | 160.1 | — | 0.933 (max) | 2026-07 | $2.00 / $12.00 |
| 14 | GPT-5.5 | OpenAI | 159.7 | 0.806 (xhigh-pre-release) | 0.940 (xhigh-pre-release) | 2026-04 | $5.00 / $30.00 |
| 15 | GPT-5.4 Pro | OpenAI | 159.6 | — | 0.946 (xhigh) | 2026-03 | $30.00 / $180.00 |
| 16 | Claude Haiku 5.5 | Anthropic | 159.3 | — | 0.896 (max) | 2026-10 | — |
| 17 | Claude Opus 4.8 | Anthropic | 159.0 | — | 0.910 (max) | 2026-05 | $5.00 / $25.00 stale |
| 18 | Gemini 3.7 Flash | Google DeepMind | 158.0 | — | 0.948 (high) | 2026-08 | — |
| 19 | Kimi K3 OPEN | Moonshot | 157.9 | — | 0.931 (max) | 2026-07 | — |
| 20 | Gemini 3.8 Flash | Google DeepMind | 157.4 | — | 0.954 (high) | 2026-09 | — |
| 21 | Qwen 3.8 Max | Alibaba | 157.4 | — | 0.927 (xhigh) | 2026-08 | — |
| 22 | GPT-5.4 | OpenAI | 157.3 | 0.769 (high) | 0.933 (xhigh) | 2026-03 | $2.50 / $15.00 |
| 23 | Muse Spark 1.3 | Meta AI | 157.2 | — | — | 2026-09 | — |
| 24 | GPT-5.3 Codex | OpenAI | 157.1 | 0.748 (high) | — | 2026-02 | — |
| 25 | Claude Sonnet 5 | Anthropic | 156.9 | — | 0.905 (xhigh) | 2026-06 | $2.00 / $10.00 stale |
| 26 | Claude Opus 4.7 | Anthropic | 156.8 | 0.835 (max) | 0.902 (xhigh) | 2026-04 | $5.00 / $25.00 stale |
| 27 | GPT-6 Luna | OpenAI | 156.8 | — | 0.905 (max) | 2026-09 | $0.10 / $0.50 |
| 28 | Grok 4.6 | xAI | 156.6 | — | 0.940 (high) | 2026-08 | — |
| 29 | GPT-5.6 Luna | OpenAI | 156.5 | — | 0.916 (max) | 2026-07 | $0.20 / $1.20 |
| 30 | GPT-5.2 Pro | OpenAI | 156.3 | — | — | 2025-12 | $21.00 / $168.00 |
| 31 | GLM-5.3 OPEN | Z.ai (Zhipu AI) | 156.0 | — | 0.909 (max) | 2026-08 | — |
| 32 | DeepSeek V4.1 Flash OPEN | DeepSeek | 155.9 | — | 0.898 (max) | 2026-09 | — |
| 33 | Claude Opus 4.6 | Anthropic | 155.7 | 0.772 | 0.905 (32k) | 2026-02 | $5.00 / $25.00 stale |
| 34 | DeepSeek V4 Pro 0813 OPEN | DeepSeek | 155.6 | — | 0.917 (max) | 2026-08 | — |
| 35 | Gemini 3.1 Pro | Google DeepMind | 155.3 | 0.756 (customtools) | 0.944 (high) | 2026-02 | — |
| 36 | Muse Spark Open OPEN | Meta AI | 155.1 | — | 0.886 (xhigh) | 2026-10 | — |
| 37 | Qwen3.8 Max (0902) | Alibaba | 155.1 | — | 0.923 (xhigh) | 2026-09 | — |
| 38 | Muse Spark 1.2 | Meta AI | 155.1 | — | — | 2026-08 | — |
| 39 | Gemini 3.5 Flash | Google DeepMind | 154.9 | 0.793 (high) | 0.928 (high) | 2026-05 | $1.50 / $9.00 stale |
| 40 | DeepSeek V4 Flash 0731 OPEN | DeepSeek | 154.8 | — | 0.910 (max) | 2026-07 | — |
| 41 | Gemini 3.6 Flash | Google DeepMind | 154.5 | — | 0.941 (high) | 2026-07 | — |
| 42 | Grok 4.7 | xAI | 154.4 | — | 0.927 (xhigh) | 2026-09 | — |
| 43 | Grok 4.5 | xAI | 154.1 | — | 0.934 (high) | 2026-07 | — |
| 44 | Muse Spark 1.1 | Meta AI | 154.1 | — | — | 2026-07 | — |
| 45 | Qwen3.7-Max | Alibaba | 154.0 | 0.773 | 0.909 | 2026-05 | — |
| 46 | GPT-5.2 | OpenAI | 153.7 | 0.738 (high) | 0.914 (xhigh) | 2025-12 | $1.75 / $14.00 |
| 47 | GLM-5.3-Flash OPEN | Z.ai (Zhipu AI) | 153.1 | — | 0.902 (max) | 2026-08 | — |
| 48 | Gemini 3 Pro | Google DeepMind | 153.1 | 0.729 | 0.926 | 2025-11 | — |
| 49 | Claude Sonnet 4.6 | Anthropic | 152.8 | 0.752 | 0.874 (32k) | 2026-02 | $3.00 / $15.00 stale |
| 50 | Grok 4.20 | xAI | 152.1 | — | — | 2026-02 | — |
| 51 | Grok 4.20 (0309 Reasoning) | xAI | 152.1 | — | 0.893 | 2026-02 | — |
| 52 | Muse Spark | Meta AI | 152.0 | — | 0.898 | 2026-04 | — |
| 53 | GLM-5.2 OPEN | Z.ai (Zhipu AI) | 151.9 | 0.787 (max) | 0.919 (max) | 2026-06 | — |
| 54 | Gemini 3 Flash | Google DeepMind | 151.9 | 0.754 | 0.894 (high) | 2025-12 | — / $3.00 |
| 55 | Qwen 3.8 27B OPEN | Alibaba | 151.7 | — | — | 2026-08 | — |
| 56 | Kimi K2.6 OPEN | Moonshot | 150.9 | 0.767 | 0.908 | 2026-04 | — |
| 57 | GPT-5 Pro | OpenAI | 150.6 | — | — | 2025-10 | $15.00 / $120.00 |
| 58 | Inkling-Small OPEN | Thinking Machines | 150.3 | — | 0.885 (xhigh) | 2026-07 | — |
| 59 | Kimi K2.7 Code OPEN | Moonshot | 150.1 | — | 0.879 | 2026-06 | — |
| 60 | Claude Opus 4.5 | Anthropic | 150.1 | 0.767 | 0.860 (32k) | 2025-11 | $5.00 / $25.00 stale |
| 61 | Mistral Large 4 | Mistral AI | 150.0 | — | 0.881 (high) | 2026-10 | — |
| 62 | GPT-5 (07 Aug 2025) | OpenAI | 150.0 | 0.736 (high) | 0.862 (high) | 2025-08 | — |
| 63 | GPT-5 (Chat) | OpenAI | 150.0 | — | — | 2025-08 | — |
| 64 | GLM-5.1 OPEN | Z.ai (Zhipu AI) | 149.8 | 0.742 | 0.899 | 2026-04 | — |
| 65 | GPT-5.1 | OpenAI | 149.8 | 0.669 (high) | 0.876 (high) | 2025-11 | $1.25 / $10.00 |
| 66 | Qwen 3.6 Max (Preview) | Alibaba | 149.4 | 0.767 | 0.874 | 2026-04 | — |
| 67 | DeepSeek-V4-Pro OPEN | DeepSeek | 149.1 | 0.776 (max) | 0.909 (high) | 2026-04 | — |
| 68 | Grok 4.3 Beta | xAI | 148.8 | — | 0.888 (high) | 2026-04 | — |
| 69 | GPT-5.4 Mini | OpenAI | 148.7 | — | 0.869 (xhigh) | 2026-03 | $0.75 / $4.50 |
| 70 | Inkling OPEN | Thinking Machines | 148.4 | — | 0.883 (xhigh) | 2026-07 | — |
| 71 | Kimi K2.5 OPEN | Moonshot | 148.1 | 0.738 | 0.876 (fireworks) | 2026-01 | — |
| 72 | o3-pro | OpenAI | 147.3 | — | — | 2025-06 | $20.00 / $80.00 |
| 73 | Qwen 3.6 Plus | Alibaba | 147.3 | 0.579 | 0.884 | 2026-03 | — |
| 74 | Qwen3.7-Plus | Alibaba | 147.0 | — | 0.879 | 2026-06 | — |
| 75 | MiniMax-M3 OPEN | MiniMax | 146.9 | — | 0.909 | 2026-06 | — |
| 76 | Qwen3.5 397B-A17B OPEN | Alibaba | 146.8 | — | 0.864 (none) | 2026-02 | — |
| 77 | Claude Sonnet 4.5 | Anthropic | 146.7 | 0.713 | 0.823 (59k) | 2025-09 | $3.00 / $15.00 stale |
| 78 | o3 | OpenAI | 146.7 | 0.623 (medium) | 0.818 (high) | 2025-04 | $2.00 / $8.00 |
| 79 | MiniMax-M2.5 OPEN | MiniMax | 146.6 | — | — | 2026-02 | — |
| 80 | Grok 4 | xAI | 146.2 | — | 0.870 | 2025-07 | — |
| 81 | Qwen3.6 27B OPEN | Alibaba | 146.2 | — | 0.859 | 2026-04 | — |
| 82 | Qwen 3.5 Plus (hosted 397B-A17B) | Alibaba | 146.2 | — | 0.848 | 2026-02 | — |
| 83 | DeepSeek-V4-Flash OPEN | DeepSeek | 146.1 | — | — | 2026-04 | — |
| 84 | DeepSeek-V3.2 (Chat) OPEN | DeepSeek | 146.1 | — | 0.712 | 2025-12 | — |
| 85 | DeepSeek-V3.2 (Reasoner) OPEN | DeepSeek | 146.1 | — | 0.834 | 2025-12 | — |
| 86 | GPT-5.4 Nano | OpenAI | 146.0 | — | 0.785 (high) | 2026-03 | $0.20 / $1.25 |
| 87 | Nemotron 3 Ultra OPEN | Nvidia | 146.0 | — | 0.854 | 2026-06 | — |
| 88 | Kimi K2 Thinking OPEN | Moonshot | 145.8 | — | — | 2025-11 | — |
| 89 | Kimi K2 Thinking (Turbo) OPEN | Moonshot | 145.8 | — | 0.842 | 2025-11 | — |
| 90 | GLM-5 OPEN | Z.ai (Zhipu AI) | 145.8 | 0.721 | 0.878 | 2026-02 | — |
| 91 | MiniMax-M2.7 OPEN | MiniMax | 145.8 | — | — | 2026-03 | — |
| 92 | o4-mini | OpenAI | 145.5 | — | 0.796 (high) | 2025-04 | $1.10 / $4.40 |
| 93 | GPT-5 mini | OpenAI | 145.3 | 0.647 (medium) | 0.750 (high) | 2025-08 | $0.25 / $2.00 |
| 94 | Gemini 2.5 Pro (Jun 2025) | Google DeepMind | 145.1 | 0.576 | 0.853 | 2025-06 | — |
| 95 | Gemini 2.5 Pro (Jun 2025, Preview 06 05) | Google DeepMind | 145.1 | — | 0.848 | 2025-06 | — |
| 96 | DeepSeek-V3.2-Exp OPEN | DeepSeek | 144.9 | — | — | 2025-09 | — |
| 97 | Gemini 3.5 Flash-Lite | Google DeepMind | 144.9 | — | 0.833 (high) | 2026-07 | $0.30 / $2.50 |
| 98 | Gemini 3.1 Flash-Lite | 144.3 | — | 0.818 (high) | 2026-03 | — / $1.50 | |
| 99 | Grok 4 Fast | xAI | 144.1 | — | — | 2025-09 | — |
| 100 | Claude Opus 4.1 | Anthropic | 144.1 | 0.733 | 0.773 (16k) | 2025-08 | $15.00 / $75.00 stale |
| 101 | Qwen3.7 Flash | Alibaba | 144.1 | — | 0.823 | 2026-07 | — |
| 102 | Gemini 2.5 Pro (Mar 2025, Exp) | Google DeepMind | 144.0 | — | 0.838 | 2025-03 | — |
| 103 | Gemini 2.5 Pro (Mar 2025, Preview) | Google DeepMind | 144.0 | — | — | 2025-03 | — |
| 104 | Qwen3-235B-A22B-Thinking (Jul 2025) OPEN | Alibaba | 143.8 | — | 0.801 | 2025-07 | — |
| 105 | Qwen 3.6 35B-A3B OPEN | Alibaba | 143.7 | — | 0.848 (none) | 2026-04 | — |
| 106 | GLM-4.7 OPEN | Z.ai (Zhipu AI) | 143.6 | — | 0.833 | 2025-12 | — |
| 107 | Qwen 3.5 Flash (hosted 35B-A3B) | Alibaba | 143.5 | — | 0.823 | 2026-02 | — |
| 108 | Gemma 4 31B IT OPEN | Google DeepMind | 143.0 | — | 0.758 (minimal) | 2026-04 | — |
| 109 | Gemini 2.5 Flash (Sep 2025) | Google DeepMind | 142.9 | — | — | 2025-09 | — |
| 110 | Qwen 3.6 Flash | Alibaba | 142.9 | — | 0.833 | 2026-04 | — |
| 111 | Claude Opus 4 | Anthropic | 142.5 | 0.707 | 0.763 (16k) | 2025-05 | $15.00 / $75.00 stale |
| 112 | Qwen3.5-35B-A3B OPEN | Alibaba | 142.5 | — | 0.835 | 2026-02 | — |
| 113 | GPT-5.5 Instant | OpenAI | 142.4 | — | 0.825 | 2026-05 | — |
| 114 | Qwen3-Max | Alibaba | 142.3 | — | 0.726 | 2025-09 | — |
| 115 | Claude Haiku 4.5 | Anthropic | 142.2 | — | 0.712 (32k) | 2025-10 | $1.00 / $5.00 stale |
| 116 | Gemini 2.5 Pro (May 2025) | Google DeepMind | 142.2 | — | 0.667 | 2025-05 | — |
| 117 | Gemma 4 26B A4B OPEN | Google DeepMind | 141.9 | — | — | 2026-04 | — |
| 118 | Gemma 4 26B A4B (It) OPEN | Google DeepMind | 141.9 | — | 0.732 (minimal) | 2026-04 | — |
| 119 | o1 | OpenAI | 141.7 | — | 0.768 (high) | 2024-12 | $15.00 / $60.00 |
| 120 | Claude Sonnet 4 | Anthropic | 141.6 | — | 0.783 (32k) | 2025-05 | $3.00 / $15.00 stale |
| 121 | Gemini 2.5 Flash (May 2025) | Google DeepMind | 141.4 | — | — | 2025-05 | — |
| 122 | Mistral Medium 3.5 OPEN | Mistral AI | 141.4 | — | — | 2026-04 | — |
| 123 | DeepSeek-R1 (May 2025) OPEN | DeepSeek | 141.1 | — | 0.763 | 2025-05 | — |
| 124 | Claude 3.7 Sonnet | Anthropic | 141.0 | 0.610 | 0.785 (64k) | 2025-02 | — |
| 125 | Gemini 2.5 Flash (Jun 2025) | Google DeepMind | 140.6 | — | — | 2025-06 | — / $2.50 |
| 126 | o3-mini | OpenAI | 140.2 | — | 0.770 (high) | 2025-01 | $1.10 / $4.40 |
| 127 | Grok-3 mini | xAI | 140.2 | — | — | 2025-06 | — |
| 128 | Grok-3 mini (Beta) | xAI | 140.2 | — | 0.763 (low) | 2025-04 | — |
| 129 | Kimi K2 (Jul 2025, 0711 Preview) OPEN | Moonshot | 140.0 | — | — | 2025-07 | — |
| 130 | Kimi K2 (Jul 2025, Instruct) OPEN | Moonshot | 140.0 | — | — | 2025-07 | — |
| 131 | Gemini 2.5 Flash (Apr 2025) | Google DeepMind | 139.8 | — | — | 2025-04 | — |
| 132 | gpt-oss-120b OPEN | OpenAI | 139.8 | — | 0.758 (high-openai) | 2025-08 | — |
| 133 | DeepSeek-V3.1 OPEN | DeepSeek | 139.8 | — | — | 2025-08 | — |
| 134 | Qwen3-30B-A3B-Thinking (Jul 2025) OPEN | Alibaba | 139.6 | — | 0.701 | 2025-07 | — |
| 135 | Qwen3.5-9B OPEN | Alibaba | 139.3 | — | 0.790 | 2026-02 | — |
| 136 | GPT-5 nano | OpenAI | 139.2 | — | 0.694 (high) | 2025-08 | $0.05 / $0.40 |
| 137 | Qwen3-235B-A22B OPEN | Alibaba | 139.2 | — | 0.707 | 2025-04 | — |
| 138 | DeepSeek-R1 OPEN | DeepSeek | 138.8 | — | 0.692 | 2025-01 | — |
| 139 | Qwen3-235B-A22B-Instruct (Jul 2025) OPEN | Alibaba | 138.8 | — | — | 2025-07 | — |
| 140 | Qwen3-32B OPEN | Alibaba | 138.4 | — | 0.657 | 2025-04 | — |
| 141 | Grok 3 | xAI | 138.2 | — | — | 2025-04 | — |
| 142 | Grok 3 (Beta) | xAI | 138.2 | — | 0.676 | 2025-04 | — |
| 143 | Qwen3-14B OPEN | Alibaba | 138.2 | — | 0.638 | 2025-04 | — |
| 144 | gpt-oss-20b OPEN | OpenAI | 137.7 | — | 0.608 (medium) | 2025-08 | — |
| 145 | QwQ-32B OPEN | Alibaba | 137.5 | — | 0.653 | 2025-03 | — |
| 146 | Qwen3-30B-A3B-Instruct (Jul 2025) OPEN | Alibaba | 137.3 | — | 0.556 | 2025-07 | — |
| 147 | GPT-4.5 | OpenAI | 136.7 | — | 0.687 | 2025-02 | — |
| 148 | GPT-4.1 | OpenAI | 136.7 | 0.485 | 0.669 | 2025-04 | $2.00 / $8.00 |
| 149 | Qwen3-30B-A3B OPEN | Alibaba | 136.1 | — | 0.617 | 2025-04 | — |
| 150 | Qwen3-8B OPEN | Alibaba | 136.1 | — | 0.568 | 2025-04 | — |
| 151 | DeepSeek-V3 (Mar 2025) OPEN | DeepSeek | 135.8 | — | 0.676 | 2025-03 | — |
| 152 | o1-mini | OpenAI | 135.7 | — | 0.624 (high) | 2024-09 | $1.10 / $4.40 stale |
| 153 | Gemini 2.0 Flash Thinking (Jan 2025) | Google DeepMind | 135.2 | — | 0.571 | 2025-01 | — |
| 154 | Gemini 2.0 Pro | Google DeepMind | 134.9 | — | 0.657 | 2025-02 | — |
| 155 | GPT-4.1 mini | OpenAI | 134.9 | — | 0.658 | 2025-04 | $0.40 / $1.60 |
| 156 | Gemini 2.0 Flash (Feb 2025) (gemini-2.0-flash-001) | Google DeepMind | 134.6 | — | 0.641 | 2025-02 | — |
| 157 | Gemini 2.0 Flash (Feb 2025) (gemini-2.0-flash-02-05) | Google DeepMind | 134.6 | — | — | 2025-02 | — |
| 158 | Gemini 2.0 Flash (Dec 2024) | Google DeepMind | 134.6 | — | — | 2024-12 | — |
| 159 | Gemini 2.0 Flash (Dec 2024, 11 Dec 2024) | Google DeepMind | 134.6 | — | — | 2024-12 | — |
| 160 | o1-preview | OpenAI | 134.6 | — | 0.503 | 2024-09 | — |
| 161 | Mistral Medium 3 | Mistral AI | 134.0 | — | 0.595 | 2025-05 | — |
| 162 | Gemini 2.5 Flash-Lite (Jun 2025) | Google DeepMind | 133.8 | — | — | 2025-06 | — |
| 163 | Gemini 2.5 Flash-Lite (Jun 2025, Thinking) | Google DeepMind | 133.8 | — | — | 2025-06 | — |
| 164 | Claude 3.5 Sonnet (October 2024) | Anthropic | 133.4 | — | 0.553 | 2024-10 | — |
| 165 | Magistral Small 1.0 OPEN | Mistral AI | 133.1 | — | 0.561 | 2025-06 | — |
| 166 | Qwen2.5-Max (25 Jan 2025) | Alibaba | 132.5 | — | 0.561 | 2025-01 | — |
| 167 | Qwen2.5-Max | Alibaba | 132.5 | — | — | 2025-01 | — |
| 168 | DeepSeek-V3 OPEN | DeepSeek | 132.3 | — | 0.565 | 2024-12 | — |
| 169 | DeepSeek-V3 (Base) OPEN | DeepSeek | 132.3 | — | — | 2024-12 | — |
| 170 | Llama 4 Maverick OPEN | Meta AI | 132.2 | — | — | 2025-04 | — |
| 171 | Llama 4 Maverick (FP8) OPEN | Meta AI | 132.2 | — | 0.670 | 2025-04 | — |
| 172 | Gemini 1.5 Pro (Sept 2024) | Google DeepMind | 131.7 | — | 0.572 | 2024-09 | — |
| 173 | Phi-4 OPEN | Microsoft Research | 130.5 | — | 0.561 | 2024-12 | — |
| 174 | Phi-4 (phi4:14b q8 0) OPEN | Microsoft Research | 130.5 | — | — | 2024-12 | — |
| 175 | Grok-2 (Dec 2024) | xAI | 130.5 | — | 0.538 | 2024-12 | — |
| 176 | Grok-2 (Dec 2024, Vision) | xAI | 130.5 | — | — | 2024-12 | — |
| 177 | Claude 3.5 Sonnet | Anthropic | 130.0 | — | 0.540 | 2024-06 | — |
| 178 | Gemma 3 27B OPEN | Google DeepMind | 130.0 | — | 0.477 | 2025-03 | — |
| 179 | Llama 4 Scout OPEN | Meta AI | 129.6 | — | 0.518 | 2025-04 | — |
| 180 | GPT-4.1 nano | OpenAI | 129.5 | — | 0.489 | 2025-04 | $0.10 / $0.40 |
| 181 | Gemini 1.5 Flash (Sep 2024, 24 Sep 2024) | Google DeepMind | 129.3 | — | 0.473 | 2024-09 | — |
| 182 | Gemini 1.5 Flash (Sep 2024, Exp 0827) | Google DeepMind | 129.3 | — | — | 2024-09 | — |
| 183 | GPT-4o (May 2024) | OpenAI | 129.0 | — | 0.489 | 2024-05 | $5.00 / $15.00 |
| 184 | Qwen2.5-72B OPEN | Alibaba | 129.0 | — | — | 2024-09 | — |
| 185 | Qwen2.5-72B (Instruct) OPEN | Alibaba | 129.0 | — | 0.491 | 2024-09 | — |
| 186 | Qwen2.5-72B (Vl Instruct) OPEN | Alibaba | 129.0 | — | — | 2024-09 | — |
| 187 | GPT-4o (Aug 2024) | OpenAI | 128.8 | — | 0.492 | 2024-08 | — |
| 188 | Llama 3.1-405B OPEN | Meta AI | 128.8 | — | — | 2024-07 | — |
| 189 | Llama 3.1-405B (Instruct) OPEN | Meta AI | 128.8 | — | 0.509 | 2024-07 | — |
| 190 | Llama 3.1-405B (Instruct q4 K) OPEN | Meta AI | 128.8 | — | — | 2024-07 | — |
| 191 | GPT-4o (Nov 2024, Chatgpt) | OpenAI | 128.7 | — | — | 2024-11 | — |
| 192 | GPT-4o (Nov 2024) | OpenAI | 128.7 | 0.310 | 0.479 | 2024-11 | — |
| 193 | Mistral Large 2 (Nov 2024) OPEN | Mistral AI | 128.6 | — | 0.513 | 2024-11 | — |
| 194 | Mistral Large 2 (Nov 2024, Instruct) OPEN | Mistral AI | 128.6 | — | — | 2024-11 | — |
| 195 | Mistral Large 2 (Jul 2024) OPEN | Mistral AI | 127.6 | — | 0.490 | 2024-07 | — |
| 196 | Mistral Large 2 (Jul 2024, Instruct) OPEN | Mistral AI | 127.6 | — | — | 2024-07 | — |
| 197 | Mistral Small 3.1 (mistral-small-3.1-2503) OPEN | Mistral AI | 127.5 | — | 0.419 | 2025-03 | — |
| 198 | Mistral Small 3.1 (mistral-small-2503) OPEN | Mistral AI | 127.5 | — | 0.475 | 2025-03 | — |
| 199 | Llama 3.3 70B OPEN | Meta AI | 127.3 | — | 0.474 | 2024-12 | — |
| 200 | GPT-4 Turbo (Apr 2024) | OpenAI | 127.3 | — | 0.466 | 2024-04 | $10.00 / $30.00 |
| 201 | Claude 3.5 Haiku | Anthropic | 127.1 | — | 0.381 | 2024-10 | — |
| 202 | Gemini 1.5 Pro (May 2024) | Google DeepMind | 126.9 | — | 0.459 | 2024-05 | — |
| 203 | Claude 3 Opus | Anthropic | 126.9 | — | 0.472 | 2024-02 | — |
| 204 | GPT-4o mini | OpenAI | 126.5 | — | 0.377 | 2024-07 | $0.15 / $0.60 |
| 205 | GPT-4 Turbo (Jan 2024, 0125 Preview) | OpenAI | 126.4 | — | 0.423 | 2024-01 | $10.00 / $30.00 stale |
| 206 | GPT-4 Turbo (Jan 2024, 1106 Preview) | OpenAI | 126.4 | — | 0.424 | 2023-11 | $10.00 / $30.00 stale |
| 207 | GPT-4 Turbo (Jan 2024) | OpenAI | 126.4 | — | — | 2024-01 | — |
| 208 | Llama 3.1-70B OPEN | Meta AI | 125.9 | — | 0.442 | 2024-07 | — |
| 209 | GPT-4 (Mar 2023, 32k) | OpenAI | 125.7 | — | — | 2023-03 | — |
| 210 | GPT-4 (Mar 2023) | OpenAI | 125.7 | — | 0.357 | 2023-03 | $30.00 / $60.00 stale |
| 211 | Llama 3.2 90B OPEN | Meta AI | 125.5 | — | 0.410 | 2024-09 | — |
| 212 | Qwen2-72B OPEN | Alibaba | 125.3 | — | 0.408 | 2024-06 | — |
| 213 | DeepSeek-V2 (MoE-236B, May 2024) OPEN | DeepSeek | 124.8 | — | — | 2024-05 | — |
| 214 | Gemma 3 12B OPEN | Google DeepMind | 123.5 | — | 0.395 | 2025-03 | — |
| 215 | GPT-4 (Jun 2023, 32k) | OpenAI | 123.1 | — | — | 2023-06 | — |
| 216 | GPT-4 (Jun 2023) | OpenAI | 123.1 | — | 0.307 | 2023-06 | $30.00 / $60.00 |
| 217 | Llama 3-70B OPEN | Meta AI | 123.0 | — | — | 2024-04 | — |
| 218 | Llama 3-70B (Instruct) OPEN | Meta AI | 123.0 | — | 0.406 | 2024-04 | — |
| 219 | Gemini 1.5 Flash (May 2024) (gemini-1.5-flash-001) | Google DeepMind | 122.7 | — | 0.404 | 2024-05 | — |
| 220 | Gemini 1.5 Flash (May 2024) (gemini-1.5-flash-0514) | Google DeepMind | 122.7 | — | — | 2024-05 | — |
| 221 | Mistral Large | Mistral AI | 122.1 | — | 0.388 | 2024-02 | — |
| 222 | Gemma 2 27B OPEN | Google DeepMind | 122.1 | — | — | 2024-06 | — |
| 223 | Gemma 2 27B (It) OPEN | Google DeepMind | 122.1 | — | 0.365 | 2024-06 | — |
| 224 | Gemma 2 27B (Instruct q8 0) OPEN | Google DeepMind | 122.1 | — | — | 2024-06 | — |
| 225 | Mixtral 8x22B (Instruct v0.1) OPEN | Mistral AI | 122.0 | — | — | 2024-04 | — |
| 226 | Mixtral 8x22B (v0.1) OPEN | Mistral AI | 122.0 | — | — | 2024-04 | — |
| 227 | Mixtral 8x22B (Open) OPEN | Mistral AI | 122.0 | — | 0.341 | 2024-04 | — |
| 228 | phi-3-small 7.4B OPEN | Microsoft | 121.8 | — | — | 2024-04 | — |
| 229 | phi-3-medium 14B OPEN | Microsoft | 121.2 | — | 0.276 | 2024-04 | — |
| 230 | Claude 3 Sonnet | Anthropic | 120.8 | — | 0.406 | 2024-02 | — |
| 231 | Claude Instant (1.1) | Anthropic | 120.2 | — | — | 2023-08 | — |
| 232 | Claude Instant (1.2) | Anthropic | 120.2 | — | — | 2023-08 | — |
| 233 | Claude 2 | Anthropic | 120.2 | — | 0.347 | 2023-07 | — |
| 234 | Gemma 2 9B OPEN | Google DeepMind | 119.8 | — | — | 2024-06 | — |
| 235 | Gemma 2 9B (It) OPEN | Google DeepMind | 119.8 | — | 0.275 | 2024-06 | — |
| 236 | Qwen2.5-Coder-32B OPEN | Alibaba | 119.5 | — | — | 2024-09 | — |
| 237 | Claude 2.1 | Anthropic | 119.3 | — | 0.330 | 2023-11 | — |
| 238 | Command R+ OPEN | Cohere | 119.2 | — | — | 2024-08 | — |
| 239 | Claude 3 Haiku | Anthropic | 118.8 | — | 0.363 | 2024-03 | — |
| 240 | Mistral NeMo (Base) OPEN | Mistral AI | 118.7 | — | — | 2024-07 | — |
| 241 | Mistral NeMo (Instruct) OPEN | Mistral AI | 118.7 | — | — | 2024-07 | — |
| 242 | Mistral NeMo (Open) OPEN | Mistral AI | 118.7 | — | 0.299 | 2024-07 | — |
| 243 | Qwen2.5-7B OPEN | Alibaba | 118.5 | — | 0.355 | 2024-09 | — |
| 244 | GPT-3.5 Turbo (Nov 2023) | OpenAI | 118.5 | — | 0.280 | 2023-11 | $1.00 / $2.00 |
| 245 | Mixtral 8x7B (Instruct v0.1) OPEN | Mistral AI | 118.4 | — | 0.306 | 2023-12 | — |
| 246 | Mixtral 8x7B (v0.1) OPEN | Mistral AI | 118.4 | — | — | 2023-12 | — |
| 247 | Mixtral 8x7B (Open) OPEN | Mistral AI | 118.4 | — | 0.298 | 2023-12 | — |
| 248 | Ministral 3B | Mistral AI | 118.0 | — | — | 2024-10 | — |
| 249 | Ministral 3B (16 Oct 2024) | Mistral AI | 118.0 | — | 0.253 | 2024-10 | — |
| 250 | Yi-34B OPEN | 01.AI | 117.3 | — | — | 2023-11 | — |
| 251 | Yi-34B (Chat) OPEN | 01.AI | 117.3 | — | 0.147 | 2023-11 | — |
| 252 | phi-3-mini 3.8B (4k) OPEN | Microsoft | 117.3 | — | — | 2024-04 | — |
| 253 | phi-3-mini 3.8B (128k) OPEN | Microsoft | 117.3 | — | — | 2024-04 | — |
| 254 | Gemini 1.0 Pro | Google DeepMind | 117.1 | — | 0.340 | 2023-12 | — |
| 255 | Stable Beluga 2 OPEN | Stability AI | 117.0 | — | — | 2023-07 | — |
| 256 | Llama 3.1-8B OPEN | Meta AI | 116.5 | — | 0.270 | 2024-07 | — |
| 257 | Llama 3-8B OPEN | Meta AI | 116.4 | — | — | 2024-04 | — |
| 258 | Llama 3-8B (Instruct) OPEN | Meta AI | 116.4 | — | 0.261 | 2024-04 | — |
| 259 | Qwen2.5-Coder-14B | — | 116.3 | — | — | 2024-09 | — |
| 260 | Gemma 3 4B OPEN | Google DeepMind | 115.9 | — | 0.232 | 2025-03 | — |
| 261 | GPT-3.5 Turbo (Jan 2024) | OpenAI | 115.7 | — | 0.272 | 2024-01 | $0.50 / $1.50 |
| 262 | PaLM 2-L | — | 114.9 | — | — | 2023-05 | — |
| 263 | Llama 2-70B (Chat) OPEN | Meta AI | 113.7 | — | 0.263 (hf) | 2023-07 | — |
| 264 | Llama 2-70B (Hf) OPEN | Meta AI | 113.7 | — | — | 2023-07 | — |
| 265 | GPT-3.5 Turbo (Jun 2023, 16k) | OpenAI | 113.2 | — | — | 2023-06 | — |
| 266 | GPT-3.5 Turbo (Jun 2023) | OpenAI | 113.2 | — | — | 2023-06 | $1.50 / $2.00 stale |
| 267 | Qwen2.5-Coder (7B) OPEN | Alibaba | 113.0 | — | — | 2024-09 | — |
| 268 | Qwen2.5-Coder (7B, Instruct) OPEN | Alibaba | 113.0 | — | — | 2024-09 | — |
| 269 | Qwen-14B OPEN | Alibaba | 112.9 | — | — | 2023-09 | — |
| 270 | Qwen-14B (Chat) OPEN | Alibaba | 112.9 | — | — | 2023-09 | — |
| 271 | Mistral 7B v0.1 (Instruct) OPEN | Mistral AI | 112.0 | — | — | 2023-09 | — |
| 272 | Mistral 7B v0.1 OPEN | Mistral AI | 112.0 | — | — | 2023-09 | — |
| 273 | Falcon-180B OPEN | Technology Innovation Institute | 112.0 | — | — | 2023-09 | — |
| 274 | internlm-20b | — | 111.9 | — | — | 2023-09 | — |
| 275 | Gemma 7B OPEN | Google DeepMind | 111.8 | — | — | 2024-02 | — |
| 276 | LLaMA-65B OPEN | Meta AI | 110.0 | — | — | 2023-02 | — |
| 277 | Falcon 2 11B OPEN | Technology Innovation Institute | 109.4 | — | — | 2024-05 | — |
| 278 | Mistral 7B v0.3 (Instruct) OPEN | Mistral AI | 108.9 | — | 0.152 | 2024-05 | — |
| 279 | Mistral 7B v0.3 OPEN | Mistral AI | 108.9 | — | — | 2024-05 | — |
| 280 | Mistral 7B v0.3 (Open) OPEN | Mistral AI | 108.9 | — | 0.132 | 2023-09 | — |
| 281 | DeepSeek-Coder-V2-Lite-Base | — | 108.7 | — | — | 2024-06 | — |
| 282 | PaLM 2-M | — | 108.1 | — | — | 2023-05 | — |
| 283 | Phi-2 OPEN | Microsoft | 107.7 | — | — | 2023-12 | — |
| 284 | Qwen2.5-Coder-3B | — | 107.5 | — | — | 2024-09 | — |
| 285 | Nemotron-4 15B | Nvidia | 107.5 | — | — | 2024-02 | — |
| 286 | Yi-9B | — | 107.4 | — | — | 2024-03 | — |
| 287 | LLaMA-33B OPEN | Meta AI | 107.2 | — | — | 2023-02 | — |
| 288 | Qwen-7B OPEN | Alibaba | 106.6 | — | — | 2023-09 | — |
| 289 | PaLM 2-S | — | 105.9 | — | — | 2023-05 | — |
| 290 | Llama 2-13B OPEN | Meta AI | 105.6 | — | — | 2023-07 | — |
| 291 | Llama 2-13B (Chat) OPEN | Meta AI | 105.6 | — | — | 2023-07 | — |
| 292 | Llama 2-34B | Meta AI | 104.9 | — | — | 2023-07 | — |
| 293 | StarCoder 2 15B OPEN | Hugging Face | 104.7 | — | — | 2024-02 | — |
| 294 | Yi 6B OPEN | 01.AI | 104.5 | — | — | 2023-11 | — |
| 295 | Yi 6B (Chat) OPEN | 01.AI | 104.5 | — | — | 2023-11 | — |
| 296 | Falcon-40B OPEN | Technology Innovation Institute | 104.2 | — | — | 2023-05 | — |
| 297 | Falcon-40B (Instruct) OPEN | Technology Innovation Institute | 104.2 | — | — | 2023-05 | — |
| 298 | Baichuan2-13B OPEN | Baichuan | 102.9 | — | — | 2023-09 | — |
| 299 | Qwen2.5-Coder (1.5B) OPEN | Alibaba | 102.7 | — | — | 2024-09 | — |
| 300 | internlm-7b | — | 102.6 | — | — | 2023-07 | — |
| 301 | INTELLECT-1 | Prime Intellect | 100.5 | — | — | 2024-11 | — |
| 302 | MPT-30B OPEN | MosaicML | 100.3 | — | — | 2023-06 | — |
| 303 | MPT-30B (Instruct) OPEN | MosaicML | 100.3 | — | — | 2023-06 | — |
| 304 | LLaMA-13B OPEN | Meta AI | 100.3 | — | — | 2023-02 | — |
| 305 | Llama 2-7B OPEN | Meta AI | 98.6 | — | — | 2023-07 | — |
| 306 | Llama 2-7B (Chat) OPEN | Meta AI | 98.6 | — | — | 2023-07 | — |
| 307 | chatglm2-6b | — | 98.6 | — | — | 2023-06 | — |
| 308 | LLaMA-7B OPEN | Meta AI | 96.6 | — | — | 2023-02 | — |
| 309 | Baichuan 2-7B OPEN | Baichuan | 95.9 | — | — | 2023-09 | — |
| 310 | DeepSeek Coder 33B (Base) OPEN | DeepSeek | 95.9 | — | — | 2023-11 | — |
| 311 | DeepSeek Coder 33B (Instruct) OPEN | DeepSeek | 95.9 | — | — | 2023-11 | — |
| 312 | Falcon-7B OPEN | Technology Innovation Institute | 94.7 | — | — | 2023-04 | — |
| 313 | CodeQwen1.5-7B | — | 94.5 | — | — | 2024-04 | — |
| 314 | vicuna-13b-v1.1 | — | 94.2 | — | — | 2023-04 | — |
| 315 | MPT-7B OPEN | MosaicML | 94.2 | — | — | 2023-05 | — |
| 316 | MPT-7B (Instruct) OPEN | MosaicML | 94.2 | — | — | 2023-05 | — |
| 317 | Gemma 2B OPEN | Google DeepMind | 93.8 | — | — | 2024-02 | — |
| 318 | StarCoder 2 7B OPEN | Hugging Face | 93.1 | — | — | 2024-02 | — |
| 319 | XGen-7B OPEN | Salesforce | 93.0 | — | — | 2023-06 | — |
| 320 | Qwen-1_8B | — | 92.5 | — | — | 2023-11 | — |
| 321 | open_llama_7b | — | 91.2 | — | — | 2023-06 | — |
| 322 | Phi-1.5 OPEN | Microsoft | 91.1 | — | — | 2023-09 | — |
| 323 | Baichuan1-7B OPEN | Baichuan | 90.0 | — | — | 2023-06 | — |
| 324 | RedPajama-INCITE-7B-Base | — | 90.0 | — | — | 2023-05 | — |
| 325 | Dolly 2.0-12b OPEN | Databricks | 89.2 | — | — | 2023-04 | — |
| 326 | DeepSeek Coder 6.7B (Base) OPEN | DeepSeek | 89.1 | — | — | 2023-11 | — |
| 327 | DeepSeek Coder 6.7B (Instruct) OPEN | DeepSeek | 89.1 | — | — | 2023-11 | — |
| 328 | DeepSeek Coder 6.7B (Base v1.5) OPEN | DeepSeek | 89.1 | — | — | 2023-11 | — |
| 329 | StarCoder 2 3B OPEN | Hugging Face | 88.3 | — | — | 2024-02 | — |
| 330 | Qwen2.5-Coder-0.5B | — | 87.6 | — | — | 2024-09 | — |
| 331 | Cerebras-GPT-13B OPEN | Cerebras Systems | 82.7 | — | — | 2023-03 | — |
| 332 | DeepSeek Coder 1.3B (Base) OPEN | DeepSeek | 62.6 | — | — | 2023-11 | — |
| 333 | DeepSeek Coder 1.3B (Instruct) OPEN | DeepSeek | 62.6 | — | — | 2023-11 | — |
| 334 | stablelm-tuned-alpha-7b | — | 54.8 | — | — | 2023-04 | — |
Scroll to see more →
| Rank | Model | Provider | Overall | Coding | Reasoning | Released | Price |
|---|---|---|---|---|---|---|---|
| 1 | Claude Opus 4.7 | Anthropic | 156.8 | 0.835 (max) | 0.902 (xhigh) | 2026-04 | $5.00 / $25.00 stale |
| 2 | GPT-5.5 | OpenAI | 159.7 | 0.806 (xhigh-pre-release) | 0.940 (xhigh-pre-release) | 2026-04 | $5.00 / $30.00 |
| 3 | Gemini 3.5 Flash | Google DeepMind | 154.9 | 0.793 (high) | 0.928 (high) | 2026-05 | $1.50 / $9.00 stale |
| 4 | GLM-5.2 OPEN | Z.ai (Zhipu AI) | 151.9 | 0.787 (max) | 0.919 (max) | 2026-06 | — |
| 5 | DeepSeek-V4-Pro OPEN | DeepSeek | 149.1 | 0.776 (max) | 0.909 (high) | 2026-04 | — |
| 6 | Qwen3.7-Max | Alibaba | 154.0 | 0.773 | 0.909 | 2026-05 | — |
| 7 | Claude Opus 4.6 | Anthropic | 155.7 | 0.772 | 0.905 (32k) | 2026-02 | $5.00 / $25.00 stale |
| 8 | GPT-5.4 | OpenAI | 157.3 | 0.769 (high) | 0.933 (xhigh) | 2026-03 | $2.50 / $15.00 |
| 9 | Qwen 3.6 Max (Preview) | Alibaba | 149.4 | 0.767 | 0.874 | 2026-04 | — |
| 10 | Kimi K2.6 OPEN | Moonshot | 150.9 | 0.767 | 0.908 | 2026-04 | — |
| 11 | Claude Opus 4.5 | Anthropic | 150.1 | 0.767 | 0.860 (32k) | 2025-11 | $5.00 / $25.00 stale |
| 12 | Gemini 3.1 Pro | Google DeepMind | 155.3 | 0.756 (customtools) | 0.944 (high) | 2026-02 | — |
| 13 | Gemini 3 Flash | Google DeepMind | 151.9 | 0.754 | 0.894 (high) | 2025-12 | — / $3.00 |
| 14 | Claude Sonnet 4.6 | Anthropic | 152.8 | 0.752 | 0.874 (32k) | 2026-02 | $3.00 / $15.00 stale |
| 15 | GPT-5.3 Codex | OpenAI | 157.1 | 0.748 (high) | — | 2026-02 | — |
| 16 | GLM-5.1 OPEN | Z.ai (Zhipu AI) | 149.8 | 0.742 | 0.899 | 2026-04 | — |
| 17 | Kimi K2.5 OPEN | Moonshot | 148.1 | 0.738 | 0.876 (fireworks) | 2026-01 | — |
| 18 | GPT-5.2 | OpenAI | 153.7 | 0.738 (high) | 0.914 (xhigh) | 2025-12 | $1.75 / $14.00 |
| 19 | GPT-5 (07 Aug 2025) | OpenAI | 150.0 | 0.736 (high) | 0.862 (high) | 2025-08 | — |
| 20 | Claude Opus 4.1 | Anthropic | 144.1 | 0.733 | 0.773 (16k) | 2025-08 | $15.00 / $75.00 stale |
| 21 | Gemini 3 Pro | Google DeepMind | 153.1 | 0.729 | 0.926 | 2025-11 | — |
| 22 | GLM-5 OPEN | Z.ai (Zhipu AI) | 145.8 | 0.721 | 0.878 | 2026-02 | — |
| 23 | Claude Sonnet 4.5 | Anthropic | 146.7 | 0.713 | 0.823 (59k) | 2025-09 | $3.00 / $15.00 stale |
| 24 | Claude Opus 4 | Anthropic | 142.5 | 0.707 | 0.763 (16k) | 2025-05 | $15.00 / $75.00 stale |
| 25 | GPT-5.1 | OpenAI | 149.8 | 0.669 (high) | 0.876 (high) | 2025-11 | $1.25 / $10.00 |
| 26 | GPT-5 mini | OpenAI | 145.3 | 0.647 (medium) | 0.750 (high) | 2025-08 | $0.25 / $2.00 |
| 27 | o3 | OpenAI | 146.7 | 0.623 (medium) | 0.818 (high) | 2025-04 | $2.00 / $8.00 |
| 28 | Claude 3.7 Sonnet | Anthropic | 141.0 | 0.610 | 0.785 (64k) | 2025-02 | — |
| 29 | Qwen 3.6 Plus | Alibaba | 147.3 | 0.579 | 0.884 | 2026-03 | — |
| 30 | Gemini 2.5 Pro (Jun 2025) | Google DeepMind | 145.1 | 0.576 | 0.853 | 2025-06 | — |
| 31 | GPT-4.1 | OpenAI | 136.7 | 0.485 | 0.669 | 2025-04 | $2.00 / $8.00 |
| 32 | GPT-4o (Nov 2024) | OpenAI | 128.7 | 0.310 | 0.479 | 2024-11 | — |
Scroll to see more →
| Rank | Model | Provider | Overall | Coding | Reasoning | Released | Price |
|---|---|---|---|---|---|---|---|
| 1 | Gemini 4 Argon | Google DeepMind | 166.4 | — | 0.964 (high) | 2026-09 | — |
| 2 | GPT-6 Astra | OpenAI | 168.8 | — | 0.958 (max) | 2026-09 | $10.00 / $50.00 |
| 3 | Claude Sonnet 5.5 | Anthropic | 166.2 | — | 0.956 (max) | 2026-09 | — |
| 4 | GPT-6.1 Sol | OpenAI | 168.4 | — | 0.954 (max) | 2026-09 | $2.00 / $10.00 |
| 5 | Gemini 3.8 Flash | Google DeepMind | 157.4 | — | 0.954 (high) | 2026-09 | — |
| 6 | Gemini 3.7 Flash | Google DeepMind | 158.0 | — | 0.948 (high) | 2026-08 | — |
| 7 | GPT-5.4 Pro | OpenAI | 159.6 | — | 0.946 (xhigh) | 2026-03 | $30.00 / $180.00 |
| 8 | Gemini 3.1 Pro | Google DeepMind | 155.3 | 0.756 (customtools) | 0.944 (high) | 2026-02 | — |
| 9 | GPT-6 Sol | OpenAI | 163.7 | — | 0.943 (max) | 2026-09 | $2.00 / $10.00 |
| 10 | Gemini 3.6 Flash | Google DeepMind | 154.5 | — | 0.941 (high) | 2026-07 | — |
| 11 | Grok 4.6 | xAI | 156.6 | — | 0.940 (high) | 2026-08 | — |
| 12 | GPT-5.5 | OpenAI | 159.7 | 0.806 (xhigh-pre-release) | 0.940 (xhigh-pre-release) | 2026-04 | $5.00 / $30.00 |
| 13 | GPT-5.5 Pro | OpenAI | 162.9 | — | 0.939 (xhigh-pre-release) | 2026-04 | $30.00 / $180.00 |
| 14 | Claude Opus 5 | Anthropic | 163.9 | — | 0.939 (max) | 2026-07 | $5.00 / $25.00 stale |
| 15 | GPT-5.6 Sol | OpenAI | 162.8 | — | 0.935 (max) | 2026-07 | $4.00 / $20.00 |
| 16 | Grok 4.5 | xAI | 154.1 | — | 0.934 (high) | 2026-07 | — |
| 17 | GPT-5.6 Terra | OpenAI | 160.1 | — | 0.933 (max) | 2026-07 | $2.00 / $12.00 |
| 18 | GPT-5.4 | OpenAI | 157.3 | 0.769 (high) | 0.933 (xhigh) | 2026-03 | $2.50 / $15.00 |
| 19 | deepseek-v4.1-flash-1017 | DeepSeek | — | — | 0.932 (max) | 2026-10 | — |
| 20 | Kimi K3 OPEN | Moonshot | 157.9 | — | 0.931 (max) | 2026-07 | — |
| 21 | Gemini 3.5 Flash | Google DeepMind | 154.9 | 0.793 (high) | 0.928 (high) | 2026-05 | $1.50 / $9.00 stale |
| 22 | Grok 4.7 | xAI | 154.4 | — | 0.927 (xhigh) | 2026-09 | — |
| 23 | Qwen 3.8 Max | Alibaba | 157.4 | — | 0.927 (xhigh) | 2026-08 | — |
| 24 | Gemini 3 Pro | Google DeepMind | 153.1 | 0.729 | 0.926 | 2025-11 | — |
| 25 | Qwen3.8 Max (0902) | Alibaba | 155.1 | — | 0.923 (xhigh) | 2026-09 | — |
| 26 | GLM-5.2 OPEN | Z.ai (Zhipu AI) | 151.9 | 0.787 (max) | 0.919 (max) | 2026-06 | — |
| 27 | DeepSeek V4 Pro 0813 OPEN | DeepSeek | 155.6 | — | 0.917 (max) | 2026-08 | — |
| 28 | GPT-5.6 Luna | OpenAI | 156.5 | — | 0.916 (max) | 2026-07 | $0.20 / $1.20 |
| 29 | GPT-5.2 | OpenAI | 153.7 | 0.738 (high) | 0.914 (xhigh) | 2025-12 | $1.75 / $14.00 |
| 30 | Claude Opus 4.8 | Anthropic | 159.0 | — | 0.910 (max) | 2026-05 | $5.00 / $25.00 stale |
| 31 | DeepSeek V4 Flash 0731 OPEN | DeepSeek | 154.8 | — | 0.910 (max) | 2026-07 | — |
| 32 | GLM-5.3 OPEN | Z.ai (Zhipu AI) | 156.0 | — | 0.909 (max) | 2026-08 | — |
| 33 | MiniMax-M3 OPEN | MiniMax | 146.9 | — | 0.909 | 2026-06 | — |
| 34 | Qwen3.7-Max | Alibaba | 154.0 | 0.773 | 0.909 | 2026-05 | — |
| 35 | DeepSeek-V4-Pro OPEN | DeepSeek | 149.1 | 0.776 (max) | 0.909 (high) | 2026-04 | — |
| 36 | Kimi K2.6 OPEN | Moonshot | 150.9 | 0.767 | 0.908 | 2026-04 | — |
| 37 | Claude Opus 5.5 | Anthropic | 168.8 | — | 0.906 (max) | 2026-09 | — |
| 38 | Claude Opus 4.6 | Anthropic | 155.7 | 0.772 | 0.905 (32k) | 2026-02 | $5.00 / $25.00 stale |
| 39 | Claude Sonnet 5 | Anthropic | 156.9 | — | 0.905 (xhigh) | 2026-06 | $2.00 / $10.00 stale |
| 40 | GPT-6 Luna | OpenAI | 156.8 | — | 0.905 (max) | 2026-09 | $0.10 / $0.50 |
| 41 | GLM-5.3-Flash OPEN | Z.ai (Zhipu AI) | 153.1 | — | 0.902 (max) | 2026-08 | — |
| 42 | Claude Opus 4.7 | Anthropic | 156.8 | 0.835 (max) | 0.902 (xhigh) | 2026-04 | $5.00 / $25.00 stale |
| 43 | GLM-5.1 OPEN | Z.ai (Zhipu AI) | 149.8 | 0.742 | 0.899 | 2026-04 | — |
| 44 | DeepSeek V4.1 Flash OPEN | DeepSeek | 155.9 | — | 0.898 (max) | 2026-09 | — |
| 45 | Muse Spark | Meta AI | 152.0 | — | 0.898 | 2026-04 | — |
| 46 | Claude Haiku 5.5 | Anthropic | 159.3 | — | 0.896 (max) | 2026-10 | — |
| 47 | Gemini 3 Flash | Google DeepMind | 151.9 | 0.754 | 0.894 (high) | 2025-12 | — / $3.00 |
| 48 | Grok 4.20 (0309 Reasoning) | xAI | 152.1 | — | 0.893 | 2026-02 | — |
| 49 | Grok 4.3 Beta | xAI | 148.8 | — | 0.888 (high) | 2026-04 | — |
| 50 | Muse Spark Open OPEN | Meta AI | 155.1 | — | 0.886 (xhigh) | 2026-10 | — |
| 51 | Inkling-Small OPEN | Thinking Machines | 150.3 | — | 0.885 (xhigh) | 2026-07 | — |
| 52 | Qwen 3.6 Plus | Alibaba | 147.3 | 0.579 | 0.884 | 2026-03 | — |
| 53 | Inkling OPEN | Thinking Machines | 148.4 | — | 0.883 (xhigh) | 2026-07 | — |
| 54 | Mistral Large 4 | Mistral AI | 150.0 | — | 0.881 (high) | 2026-10 | — |
| 55 | Kimi K2.7 Code OPEN | Moonshot | 150.1 | — | 0.879 | 2026-06 | — |
| 56 | Qwen3.7-Plus | Alibaba | 147.0 | — | 0.879 | 2026-06 | — |
| 57 | GLM-5 OPEN | Z.ai (Zhipu AI) | 145.8 | 0.721 | 0.878 | 2026-02 | — |
| 58 | GPT-5.1 | OpenAI | 149.8 | 0.669 (high) | 0.876 (high) | 2025-11 | $1.25 / $10.00 |
| 59 | Kimi K2.5 OPEN | Moonshot | 148.1 | 0.738 | 0.876 (fireworks) | 2026-01 | — |
| 60 | Qwen 3.6 Max (Preview) | Alibaba | 149.4 | 0.767 | 0.874 | 2026-04 | — |
| 61 | Claude Sonnet 4.6 | Anthropic | 152.8 | 0.752 | 0.874 (32k) | 2026-02 | $3.00 / $15.00 stale |
| 62 | Grok 4 | xAI | 146.2 | — | 0.870 | 2025-07 | — |
| 63 | GPT-5.4 Mini | OpenAI | 148.7 | — | 0.869 (xhigh) | 2026-03 | $0.75 / $4.50 |
| 64 | Qwen3.5 397B-A17B OPEN | Alibaba | 146.8 | — | 0.864 (none) | 2026-02 | — |
| 65 | GPT-5 (07 Aug 2025) | OpenAI | 150.0 | 0.736 (high) | 0.862 (high) | 2025-08 | — |
| 66 | Claude Opus 4.5 | Anthropic | 150.1 | 0.767 | 0.860 (32k) | 2025-11 | $5.00 / $25.00 stale |
| 67 | Qwen3.6 27B OPEN | Alibaba | 146.2 | — | 0.859 | 2026-04 | — |
| 68 | Claude Fable 5 | Anthropic | 163.4 | — | 0.859 (max) | 2026-06 | $10.00 / $50.00 stale |
| 69 | Nemotron 3 Ultra OPEN | Nvidia | 146.0 | — | 0.854 | 2026-06 | — |
| 70 | Gemini 2.5 Pro (Jun 2025) | Google DeepMind | 145.1 | 0.576 | 0.853 | 2025-06 | — |
| 71 | Qwen 3.5 Plus (hosted 397B-A17B) | Alibaba | 146.2 | — | 0.848 | 2026-02 | — |
| 72 | Qwen 3.6 35B-A3B OPEN | Alibaba | 143.7 | — | 0.848 (none) | 2026-04 | — |
| 73 | Gemini 2.5 Pro (Jun 2025, Preview 06 05) | Google DeepMind | 145.1 | — | 0.848 | 2025-06 | — |
| 74 | Kimi K2 Thinking (Turbo) OPEN | Moonshot | 145.8 | — | 0.842 | 2025-11 | — |
| 75 | Gemini 2.5 Pro (Mar 2025, Exp) | Google DeepMind | 144.0 | — | 0.838 | 2025-03 | — |
| 76 | Qwen3.5-35B-A3B OPEN | Alibaba | 142.5 | — | 0.835 | 2026-02 | — |
| 77 | DeepSeek-V3.2 (Reasoner) OPEN | DeepSeek | 146.1 | — | 0.834 | 2025-12 | — |
| 78 | Qwen 3.6 Flash | Alibaba | 142.9 | — | 0.833 | 2026-04 | — |
| 79 | Gemini 3.5 Flash-Lite | Google DeepMind | 144.9 | — | 0.833 (high) | 2026-07 | $0.30 / $2.50 |
| 80 | GLM-4.7 OPEN | Z.ai (Zhipu AI) | 143.6 | — | 0.833 | 2025-12 | — |
| 81 | GPT-5.5 Instant | OpenAI | 142.4 | — | 0.825 | 2026-05 | — |
| 82 | Qwen3.7 Flash | Alibaba | 144.1 | — | 0.823 | 2026-07 | — |
| 83 | Qwen 3.5 Flash (hosted 35B-A3B) | Alibaba | 143.5 | — | 0.823 | 2026-02 | — |
| 84 | Claude Sonnet 4.5 | Anthropic | 146.7 | 0.713 | 0.823 (59k) | 2025-09 | $3.00 / $15.00 stale |
| 85 | o3 | OpenAI | 146.7 | 0.623 (medium) | 0.818 (high) | 2025-04 | $2.00 / $8.00 |
| 86 | Gemini 3.1 Flash-Lite | 144.3 | — | 0.818 (high) | 2026-03 | — / $1.50 | |
| 87 | Qwen3-235B-A22B-Thinking (Jul 2025) OPEN | Alibaba | 143.8 | — | 0.801 | 2025-07 | — |
| 88 | o4-mini | OpenAI | 145.5 | — | 0.796 (high) | 2025-04 | $1.10 / $4.40 |
| 89 | Qwen3.5-9B OPEN | Alibaba | 139.3 | — | 0.790 | 2026-02 | — |
| 90 | Claude 3.7 Sonnet | Anthropic | 141.0 | 0.610 | 0.785 (64k) | 2025-02 | — |
| 91 | GPT-5.4 Nano | OpenAI | 146.0 | — | 0.785 (high) | 2026-03 | $0.20 / $1.25 |
| 92 | Claude Sonnet 4 | Anthropic | 141.6 | — | 0.783 (32k) | 2025-05 | $3.00 / $15.00 stale |
| 93 | Claude Opus 4.1 | Anthropic | 144.1 | 0.733 | 0.773 (16k) | 2025-08 | $15.00 / $75.00 stale |
| 94 | o3-mini | OpenAI | 140.2 | — | 0.770 (high) | 2025-01 | $1.10 / $4.40 |
| 95 | o1 | OpenAI | 141.7 | — | 0.768 (high) | 2024-12 | $15.00 / $60.00 |
| 96 | DeepSeek-R1 (May 2025) OPEN | DeepSeek | 141.1 | — | 0.763 | 2025-05 | — |
| 97 | Grok-3 mini (Beta) | xAI | 140.2 | — | 0.763 (low) | 2025-04 | — |
| 98 | Claude Opus 4 | Anthropic | 142.5 | 0.707 | 0.763 (16k) | 2025-05 | $15.00 / $75.00 stale |
| 99 | Gemma 4 31B IT OPEN | Google DeepMind | 143.0 | — | 0.758 (minimal) | 2026-04 | — |
| 100 | gpt-oss-120b OPEN | OpenAI | 139.8 | — | 0.758 (high-openai) | 2025-08 | — |
| 101 | GPT-5 mini | OpenAI | 145.3 | 0.647 (medium) | 0.750 (high) | 2025-08 | $0.25 / $2.00 |
| 102 | Gemma 4 26B A4B (It) OPEN | Google DeepMind | 141.9 | — | 0.732 (minimal) | 2026-04 | — |
| 103 | Qwen3-Max | Alibaba | 142.3 | — | 0.726 | 2025-09 | — |
| 104 | None (seed-oss-36b-instruct) | — | — | — | 0.715 | 2025-08 | — |
| 105 | DeepSeek-V3.2 (Chat) OPEN | DeepSeek | 146.1 | — | 0.712 | 2025-12 | — |
| 106 | Claude Haiku 4.5 | Anthropic | 142.2 | — | 0.712 (32k) | 2025-10 | $1.00 / $5.00 stale |
| 107 | Qwen3-235B-A22B OPEN | Alibaba | 139.2 | — | 0.707 | 2025-04 | — |
| 108 | Qwen3-30B-A3B-Thinking (Jul 2025) OPEN | Alibaba | 139.6 | — | 0.701 | 2025-07 | — |
| 109 | GPT-5 nano | OpenAI | 139.2 | — | 0.694 (high) | 2025-08 | $0.05 / $0.40 |
| 110 | DeepSeek-R1 OPEN | DeepSeek | 138.8 | — | 0.692 | 2025-01 | — |
| 111 | GPT-4.5 | OpenAI | 136.7 | — | 0.687 | 2025-02 | — |
| 112 | DeepSeek-V3 (Mar 2025) OPEN | DeepSeek | 135.8 | — | 0.676 | 2025-03 | — |
| 113 | Grok 3 (Beta) | xAI | 138.2 | — | 0.676 | 2025-04 | — |
| 114 | Llama 4 Maverick (FP8) OPEN | Meta AI | 132.2 | — | 0.670 | 2025-04 | — |
| 115 | GPT-4.1 | OpenAI | 136.7 | 0.485 | 0.669 | 2025-04 | $2.00 / $8.00 |
| 116 | Gemini 2.5 Pro (May 2025) | Google DeepMind | 142.2 | — | 0.667 | 2025-05 | — |
| 117 | GPT-4.1 mini | OpenAI | 134.9 | — | 0.658 | 2025-04 | $0.40 / $1.60 |
| 118 | Qwen3-32B OPEN | Alibaba | 138.4 | — | 0.657 | 2025-04 | — |
| 119 | Gemini 2.0 Pro | Google DeepMind | 134.9 | — | 0.657 | 2025-02 | — |
| 120 | QWQ-Plus | Alibaba | — | — | 0.654 | 2025-04 | — |
| 121 | QwQ-32B OPEN | Alibaba | 137.5 | — | 0.653 | 2025-03 | — |
| 122 | DeepSeek-R1-Distill-Qwen-32B OPEN | DeepSeek | — | — | 0.641 | 2025-01 | — |
| 123 | Gemini 2.0 Flash (Feb 2025) (gemini-2.0-flash-001) | Google DeepMind | 134.6 | — | 0.641 | 2025-02 | — |
| 124 | Qwen3-14B OPEN | Alibaba | 138.2 | — | 0.638 | 2025-04 | — |
| 125 | o1-mini | OpenAI | 135.7 | — | 0.624 (high) | 2024-09 | $1.10 / $4.40 stale |
| 126 | Qwen3-30B-A3B OPEN | Alibaba | 136.1 | — | 0.617 | 2025-04 | — |
| 127 | gpt-oss-20b OPEN | OpenAI | 137.7 | — | 0.608 (medium) | 2025-08 | — |
| 128 | None (glm-4.7-flash) | — | — | — | 0.605 | — | — |
| 129 | Mistral Medium 3 | Mistral AI | 134.0 | — | 0.595 | 2025-05 | — |
| 130 | Gemini 1.5 Pro (Sept 2024) | Google DeepMind | 131.7 | — | 0.572 | 2024-09 | — |
| 131 | Gemini 2.0 Flash Thinking (Jan 2025) | Google DeepMind | 135.2 | — | 0.571 | 2025-01 | — |
| 132 | Qwen3-8B OPEN | Alibaba | 136.1 | — | 0.568 | 2025-04 | — |
| 133 | DeepSeek-V3 OPEN | DeepSeek | 132.3 | — | 0.565 | 2024-12 | — |
| 134 | Qwen2.5-Max (25 Jan 2025) | Alibaba | 132.5 | — | 0.561 | 2025-01 | — |
| 135 | Magistral Small 1.0 OPEN | Mistral AI | 133.1 | — | 0.561 | 2025-06 | — |
| 136 | Phi-4 OPEN | Microsoft Research | 130.5 | — | 0.561 | 2024-12 | — |
| 137 | DeepSeek-R1-Distill-Llama-70B OPEN | DeepSeek | — | — | 0.557 | 2025-01 | — |
| 138 | Qwen3-30B-A3B-Instruct (Jul 2025) OPEN | Alibaba | 137.3 | — | 0.556 | 2025-07 | — |
| 139 | Claude 3.5 Sonnet (October 2024) | Anthropic | 133.4 | — | 0.553 | 2024-10 | — |
| 140 | Claude 3.5 Sonnet | Anthropic | 130.0 | — | 0.540 | 2024-06 | — |
| 141 | Grok-2 (Dec 2024) | xAI | 130.5 | — | 0.538 | 2024-12 | — |
| 142 | None (qwen3-4b) | Alibaba | — | — | 0.523 | 2025-04 | — |
| 143 | Llama 4 Scout OPEN | Meta AI | 129.6 | — | 0.518 | 2025-04 | — |
| 144 | Mistral Large 2 (Nov 2024) OPEN | Mistral AI | 128.6 | — | 0.513 | 2024-11 | — |
| 145 | Llama 3.1-405B (Instruct) OPEN | Meta AI | 128.8 | — | 0.509 | 2024-07 | — |
| 146 | o1-preview | OpenAI | 134.6 | — | 0.503 | 2024-09 | — |
| 147 | GPT-4o (Aug 2024) | OpenAI | 128.8 | — | 0.492 | 2024-08 | — |
| 148 | Qwen2.5-72B (Instruct) OPEN | Alibaba | 129.0 | — | 0.491 | 2024-09 | — |
| 149 | Mistral Small 3.2 OPEN | Mistral AI | — | — | 0.491 | 2025-06 | — |
| 150 | Mistral Large 2 (Jul 2024) OPEN | Mistral AI | 127.6 | — | 0.490 | 2024-07 | — |
| 151 | GPT-4.1 nano | OpenAI | 129.5 | — | 0.489 | 2025-04 | $0.10 / $0.40 |
| 152 | GPT-4o (May 2024) | OpenAI | 129.0 | — | 0.489 | 2024-05 | $5.00 / $15.00 |
| 153 | Qwen Plus (01 25) | Alibaba | — | — | 0.481 | 2025-01 | — |
| 154 | GPT-4o (Nov 2024) | OpenAI | 128.7 | 0.310 | 0.479 | 2024-11 | — |
| 155 | Gemma 3 27B OPEN | Google DeepMind | 130.0 | — | 0.477 | 2025-03 | — |
| 156 | Magistral Small 1.2 OPEN | Mistral AI | — | — | 0.476 | 2025-09 | — |
| 157 | Mistral Small 3.1 (mistral-small-2503) OPEN | Mistral AI | 127.5 | — | 0.475 | 2025-03 | — |
| 158 | Llama 3.3 70B OPEN | Meta AI | 127.3 | — | 0.474 | 2024-12 | — |
| 159 | Gemini 1.5 Flash (Sep 2024, 24 Sep 2024) | Google DeepMind | 129.3 | — | 0.473 | 2024-09 | — |
| 160 | Mistral Small 3 (mistral-small-3-2501) OPEN | Mistral AI | — | — | 0.473 | 2025-01 | — |
| 161 | Claude 3 Opus | Anthropic | 126.9 | — | 0.472 | 2024-02 | — |
| 162 | GPT-4 Turbo (Apr 2024) | OpenAI | 127.3 | — | 0.466 | 2024-04 | $10.00 / $30.00 |
| 163 | Tulu 3 (Tülu 3) 70B OPEN | Allen Institute for AI | — | — | 0.463 | 2024-11 | — |
| 164 | Qwen2.5-32B OPEN | Alibaba | — | — | 0.461 | 2024-09 | — |
| 165 | Gemini 1.5 Pro (May 2024) | Google DeepMind | 126.9 | — | 0.459 | 2024-05 | — |
| 166 | None (qwen3-4b-instruct-2507) | — | — | — | 0.458 | 2025-08 | — |
| 167 | Mistral Small 3 OPEN | Mistral AI | — | — | 0.453 | 2025-01 | — |
| 168 | DeepSeek-R1-Distill-Qwen-14B OPEN | DeepSeek | — | — | 0.447 | 2025-01 | — |
| 169 | Llama 3.1-70B OPEN | Meta AI | 125.9 | — | 0.442 | 2024-07 | — |
| 170 | WizardLM-2 8x22B OPEN | Microsoft | — | — | 0.434 | 2024-04 | — |
| 171 | GPT-4 Turbo (Jan 2024, 1106 Preview) | OpenAI | 126.4 | — | 0.424 | 2023-11 | $10.00 / $30.00 stale |
| 172 | GPT-4 Turbo (Jan 2024, 0125 Preview) | OpenAI | 126.4 | — | 0.423 | 2024-01 | $10.00 / $30.00 stale |
| 173 | Mistral Small 3.1 (mistral-small-3.1-2503) OPEN | Mistral AI | 127.5 | — | 0.419 | 2025-03 | — |
| 174 | Qwen-Turbo | Alibaba | — | — | 0.418 | 2024-11 | — |
| 175 | Llama 3.2 90B OPEN | Meta AI | 125.5 | — | 0.410 | 2024-09 | — |
| 176 | Qwen2-72B OPEN | Alibaba | 125.3 | — | 0.408 | 2024-06 | — |
| 177 | Claude 3 Sonnet | Anthropic | 120.8 | — | 0.406 | 2024-02 | — |
| 178 | Llama 3-70B (Instruct) OPEN | Meta AI | 123.0 | — | 0.406 | 2024-04 | — |
| 179 | Gemini 1.5 Flash (May 2024) (gemini-1.5-flash-001) | Google DeepMind | 122.7 | — | 0.404 | 2024-05 | — |
| 180 | Gemma 3 12B OPEN | Google DeepMind | 123.5 | — | 0.395 | 2025-03 | — |
| 181 | Mistral Large | Mistral AI | 122.1 | — | 0.388 | 2024-02 | — |
| 182 | Claude 3.5 Haiku | Anthropic | 127.1 | — | 0.381 | 2024-10 | — |
| 183 | None (qwen3-1.7b) | Alibaba | — | — | 0.380 | 2025-04 | — |
| 184 | GPT-4o mini | OpenAI | 126.5 | — | 0.377 | 2024-07 | $0.15 / $0.60 |
| 185 | Hermes 2 Theta Llama-3 70B OPEN | Nous Research | — | — | 0.375 | 2024-06 | — |
| 186 | Gemma 2 27B (It) OPEN | Google DeepMind | 122.1 | — | 0.365 | 2024-06 | — |
| 187 | Claude 3 Haiku | Anthropic | 118.8 | — | 0.363 | 2024-03 | — |
| 188 | GPT-4 (Mar 2023) | OpenAI | 125.7 | — | 0.357 | 2023-03 | $30.00 / $60.00 stale |
| 189 | Qwen2.5-7B OPEN | Alibaba | 118.5 | — | 0.355 | 2024-09 | — |
| 190 | Claude 2 | Anthropic | 120.2 | — | 0.347 | 2023-07 | — |
| 191 | Mixtral 8x22B (Open) OPEN | Mistral AI | 122.0 | — | 0.341 | 2024-04 | — |
| 192 | Gemini 1.0 Pro | Google DeepMind | 117.1 | — | 0.340 | 2023-12 | — |
| 193 | Eurus-2-7B-PRIME OPEN | Tsinghua University | — | — | 0.339 | 2024-12 | — |
| 194 | None (DeepSeek-R1-Distill-Qwen-1.5B) | DeepSeek | — | — | 0.336 | 2025-01 | — |
| 195 | Gemini 1.5 Flash 8B | Google DeepMind | — | — | 0.330 | 2024-10 | — |
| 196 | Claude 2.1 | Anthropic | 119.3 | — | 0.330 | 2023-11 | — |
| 197 | DBRX OPEN | Databricks | — | — | 0.329 | 2024-03 | — |
| 198 | Yi-1.5-34B OPEN | 01.AI | — | — | 0.320 | 2024-05 | — |
| 199 | Qwen1.5-32B (Chat) OPEN | Alibaba | — | — | 0.307 | 2024-04 | — |
| 200 | GPT-4 (Jun 2023) | OpenAI | 123.1 | — | 0.307 | 2023-06 | $30.00 / $60.00 |
| 201 | Mixtral 8x7B (Instruct v0.1) OPEN | Mistral AI | 118.4 | — | 0.306 | 2023-12 | — |
| 202 | Mistral NeMo (Open) OPEN | Mistral AI | 118.7 | — | 0.299 | 2024-07 | — |
| 203 | Mixtral 8x7B (Open) OPEN | Mistral AI | 118.4 | — | 0.298 | 2023-12 | — |
| 204 | Qwen1.5-72B OPEN | Alibaba | — | — | 0.288 | 2024-02 | — |
| 205 | None (granite-4.0-micro) | — | — | — | 0.283 | 2025-10 | — |
| 206 | GPT-3.5 Turbo (Nov 2023) | OpenAI | 118.5 | — | 0.280 | 2023-11 | $1.00 / $2.00 |
| 207 | phi-3-medium 14B OPEN | Microsoft | 121.2 | — | 0.276 | 2024-04 | — |
| 208 | Gemma 2 9B (It) OPEN | Google DeepMind | 119.8 | — | 0.275 | 2024-06 | — |
| 209 | GPT-3.5 Turbo (Jan 2024) | OpenAI | 115.7 | — | 0.272 | 2024-01 | $0.50 / $1.50 |
| 210 | Ministral 8B OPEN | Mistral AI | — | — | 0.271 | 2024-10 | — |
| 211 | Llama 3.1-8B OPEN | Meta AI | 116.5 | — | 0.270 | 2024-07 | — |
| 212 | Llama 2-70B (Chat) OPEN | Meta AI | 113.7 | — | 0.263 (hf) | 2023-07 | — |
| 213 | Llama 3-8B (Instruct) OPEN | Meta AI | 116.4 | — | 0.261 | 2024-04 | — |
| 214 | Ministral 3B (16 Oct 2024) | Mistral AI | 118.0 | — | 0.253 | 2024-10 | — |
| 215 | DeepSeek LLM 67B (Chat) OPEN | DeepSeek | — | — | 0.246 | 2023-11 | — |
| 216 | None (granite-4.0-1b) | — | — | — | 0.240 | 2025-10 | — |
| 217 | Llama 3.2 1B OPEN | Meta AI | — | — | 0.239 | 2024-09 | — |
| 218 | Gemma 3 4B OPEN | Google DeepMind | 115.9 | — | 0.232 | 2025-03 | — |
| 219 | None (gemma-3-1b-it) | Google DeepMind | — | — | 0.199 | 2025-03 | — |
| 220 | Mistral 7B v0.3 (Instruct) OPEN | Mistral AI | 108.9 | — | 0.152 | 2024-05 | — |
| 221 | Yi-34B (Chat) OPEN | 01.AI | 117.3 | — | 0.147 | 2023-11 | — |
| 222 | Mistral 7B v0.3 (Open) OPEN | Mistral AI | 108.9 | — | 0.132 | 2023-09 | — |
| 223 | None (granite-4.0-350m) | — | — | — | 0.112 | 2025-10 | — |
| 224 | None (deepseek-r1-0528-qwen3-8b) | — | — | — | 0.093 | 2025-05 | — |
No Epoch-run agentic benchmark is ingested yet. Epoch redistributes several agentic third-party leaderboards (apex_agents_external, the_agent_company_external, os_world_external and others) inside the same bundle, but each needs its own licensing review before Xentir reads it — see Data Sources. This tab will populate once one clears.
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| Rank | Model | Provider | Overall | Coding | Reasoning | Released | Price |
|---|---|---|---|---|---|---|---|
| 1 | Kimi K3 OPEN | Moonshot | 157.9 | — | 0.931 (max) | 2026-07 | — |
| 2 | GLM-5.3 OPEN | Z.ai (Zhipu AI) | 156.0 | — | 0.909 (max) | 2026-08 | — |
| 3 | DeepSeek V4.1 Flash OPEN | DeepSeek | 155.9 | — | 0.898 (max) | 2026-09 | — |
| 4 | DeepSeek V4 Pro 0813 OPEN | DeepSeek | 155.6 | — | 0.917 (max) | 2026-08 | — |
| 5 | Muse Spark Open OPEN | Meta AI | 155.1 | — | 0.886 (xhigh) | 2026-10 | — |
| 6 | DeepSeek V4 Flash 0731 OPEN | DeepSeek | 154.8 | — | 0.910 (max) | 2026-07 | — |
| 7 | GLM-5.3-Flash OPEN | Z.ai (Zhipu AI) | 153.1 | — | 0.902 (max) | 2026-08 | — |
| 8 | GLM-5.2 OPEN | Z.ai (Zhipu AI) | 151.9 | 0.787 (max) | 0.919 (max) | 2026-06 | — |
| 9 | Qwen 3.8 27B OPEN | Alibaba | 151.7 | — | — | 2026-08 | — |
| 10 | Kimi K2.6 OPEN | Moonshot | 150.9 | 0.767 | 0.908 | 2026-04 | — |
| 11 | Inkling-Small OPEN | Thinking Machines | 150.3 | — | 0.885 (xhigh) | 2026-07 | — |
| 12 | Kimi K2.7 Code OPEN | Moonshot | 150.1 | — | 0.879 | 2026-06 | — |
| 13 | GLM-5.1 OPEN | Z.ai (Zhipu AI) | 149.8 | 0.742 | 0.899 | 2026-04 | — |
| 14 | DeepSeek-V4-Pro OPEN | DeepSeek | 149.1 | 0.776 (max) | 0.909 (high) | 2026-04 | — |
| 15 | Inkling OPEN | Thinking Machines | 148.4 | — | 0.883 (xhigh) | 2026-07 | — |
| 16 | Kimi K2.5 OPEN | Moonshot | 148.1 | 0.738 | 0.876 (fireworks) | 2026-01 | — |
| 17 | MiniMax-M3 OPEN | MiniMax | 146.9 | — | 0.909 | 2026-06 | — |
| 18 | Qwen3.5 397B-A17B OPEN | Alibaba | 146.8 | — | 0.864 (none) | 2026-02 | — |
| 19 | MiniMax-M2.5 OPEN | MiniMax | 146.6 | — | — | 2026-02 | — |
| 20 | Qwen3.6 27B OPEN | Alibaba | 146.2 | — | 0.859 | 2026-04 | — |
| 21 | DeepSeek-V4-Flash OPEN | DeepSeek | 146.1 | — | — | 2026-04 | — |
| 22 | DeepSeek-V3.2 (Chat) OPEN | DeepSeek | 146.1 | — | 0.712 | 2025-12 | — |
| 23 | DeepSeek-V3.2 (Reasoner) OPEN | DeepSeek | 146.1 | — | 0.834 | 2025-12 | — |
| 24 | Nemotron 3 Ultra OPEN | Nvidia | 146.0 | — | 0.854 | 2026-06 | — |
| 25 | Kimi K2 Thinking OPEN | Moonshot | 145.8 | — | — | 2025-11 | — |
| 26 | Kimi K2 Thinking (Turbo) OPEN | Moonshot | 145.8 | — | 0.842 | 2025-11 | — |
| 27 | GLM-5 OPEN | Z.ai (Zhipu AI) | 145.8 | 0.721 | 0.878 | 2026-02 | — |
| 28 | MiniMax-M2.7 OPEN | MiniMax | 145.8 | — | — | 2026-03 | — |
| 29 | DeepSeek-V3.2-Exp OPEN | DeepSeek | 144.9 | — | — | 2025-09 | — |
| 30 | Qwen3-235B-A22B-Thinking (Jul 2025) OPEN | Alibaba | 143.8 | — | 0.801 | 2025-07 | — |
| 31 | Qwen 3.6 35B-A3B OPEN | Alibaba | 143.7 | — | 0.848 (none) | 2026-04 | — |
| 32 | GLM-4.7 OPEN | Z.ai (Zhipu AI) | 143.6 | — | 0.833 | 2025-12 | — |
| 33 | Gemma 4 31B IT OPEN | Google DeepMind | 143.0 | — | 0.758 (minimal) | 2026-04 | — |
| 34 | Qwen3.5-35B-A3B OPEN | Alibaba | 142.5 | — | 0.835 | 2026-02 | — |
| 35 | Gemma 4 26B A4B OPEN | Google DeepMind | 141.9 | — | — | 2026-04 | — |
| 36 | Gemma 4 26B A4B (It) OPEN | Google DeepMind | 141.9 | — | 0.732 (minimal) | 2026-04 | — |
| 37 | Mistral Medium 3.5 OPEN | Mistral AI | 141.4 | — | — | 2026-04 | — |
| 38 | DeepSeek-R1 (May 2025) OPEN | DeepSeek | 141.1 | — | 0.763 | 2025-05 | — |
| 39 | Kimi K2 (Jul 2025, 0711 Preview) OPEN | Moonshot | 140.0 | — | — | 2025-07 | — |
| 40 | Kimi K2 (Jul 2025, Instruct) OPEN | Moonshot | 140.0 | — | — | 2025-07 | — |
| 41 | gpt-oss-120b OPEN | OpenAI | 139.8 | — | 0.758 (high-openai) | 2025-08 | — |
| 42 | DeepSeek-V3.1 OPEN | DeepSeek | 139.8 | — | — | 2025-08 | — |
| 43 | Qwen3-30B-A3B-Thinking (Jul 2025) OPEN | Alibaba | 139.6 | — | 0.701 | 2025-07 | — |
| 44 | Qwen3.5-9B OPEN | Alibaba | 139.3 | — | 0.790 | 2026-02 | — |
| 45 | Qwen3-235B-A22B OPEN | Alibaba | 139.2 | — | 0.707 | 2025-04 | — |
| 46 | DeepSeek-R1 OPEN | DeepSeek | 138.8 | — | 0.692 | 2025-01 | — |
| 47 | Qwen3-235B-A22B-Instruct (Jul 2025) OPEN | Alibaba | 138.8 | — | — | 2025-07 | — |
| 48 | Qwen3-32B OPEN | Alibaba | 138.4 | — | 0.657 | 2025-04 | — |
| 49 | Qwen3-14B OPEN | Alibaba | 138.2 | — | 0.638 | 2025-04 | — |
| 50 | gpt-oss-20b OPEN | OpenAI | 137.7 | — | 0.608 (medium) | 2025-08 | — |
| 51 | QwQ-32B OPEN | Alibaba | 137.5 | — | 0.653 | 2025-03 | — |
| 52 | Qwen3-30B-A3B-Instruct (Jul 2025) OPEN | Alibaba | 137.3 | — | 0.556 | 2025-07 | — |
| 53 | Qwen3-30B-A3B OPEN | Alibaba | 136.1 | — | 0.617 | 2025-04 | — |
| 54 | Qwen3-8B OPEN | Alibaba | 136.1 | — | 0.568 | 2025-04 | — |
| 55 | DeepSeek-V3 (Mar 2025) OPEN | DeepSeek | 135.8 | — | 0.676 | 2025-03 | — |
| 56 | Magistral Small 1.0 OPEN | Mistral AI | 133.1 | — | 0.561 | 2025-06 | — |
| 57 | DeepSeek-V3 OPEN | DeepSeek | 132.3 | — | 0.565 | 2024-12 | — |
| 58 | DeepSeek-V3 (Base) OPEN | DeepSeek | 132.3 | — | — | 2024-12 | — |
| 59 | Llama 4 Maverick OPEN | Meta AI | 132.2 | — | — | 2025-04 | — |
| 60 | Llama 4 Maverick (FP8) OPEN | Meta AI | 132.2 | — | 0.670 | 2025-04 | — |
| 61 | Phi-4 OPEN | Microsoft Research | 130.5 | — | 0.561 | 2024-12 | — |
| 62 | Phi-4 (phi4:14b q8 0) OPEN | Microsoft Research | 130.5 | — | — | 2024-12 | — |
| 63 | Gemma 3 27B OPEN | Google DeepMind | 130.0 | — | 0.477 | 2025-03 | — |
| 64 | Llama 4 Scout OPEN | Meta AI | 129.6 | — | 0.518 | 2025-04 | — |
| 65 | Qwen2.5-72B OPEN | Alibaba | 129.0 | — | — | 2024-09 | — |
| 66 | Qwen2.5-72B (Instruct) OPEN | Alibaba | 129.0 | — | 0.491 | 2024-09 | — |
| 67 | Qwen2.5-72B (Vl Instruct) OPEN | Alibaba | 129.0 | — | — | 2024-09 | — |
| 68 | Llama 3.1-405B OPEN | Meta AI | 128.8 | — | — | 2024-07 | — |
| 69 | Llama 3.1-405B (Instruct) OPEN | Meta AI | 128.8 | — | 0.509 | 2024-07 | — |
| 70 | Llama 3.1-405B (Instruct q4 K) OPEN | Meta AI | 128.8 | — | — | 2024-07 | — |
| 71 | Mistral Large 2 (Nov 2024) OPEN | Mistral AI | 128.6 | — | 0.513 | 2024-11 | — |
| 72 | Mistral Large 2 (Nov 2024, Instruct) OPEN | Mistral AI | 128.6 | — | — | 2024-11 | — |
| 73 | Mistral Large 2 (Jul 2024) OPEN | Mistral AI | 127.6 | — | 0.490 | 2024-07 | — |
| 74 | Mistral Large 2 (Jul 2024, Instruct) OPEN | Mistral AI | 127.6 | — | — | 2024-07 | — |
| 75 | Mistral Small 3.1 (mistral-small-3.1-2503) OPEN | Mistral AI | 127.5 | — | 0.419 | 2025-03 | — |
| 76 | Mistral Small 3.1 (mistral-small-2503) OPEN | Mistral AI | 127.5 | — | 0.475 | 2025-03 | — |
| 77 | Llama 3.3 70B OPEN | Meta AI | 127.3 | — | 0.474 | 2024-12 | — |
| 78 | Llama 3.1-70B OPEN | Meta AI | 125.9 | — | 0.442 | 2024-07 | — |
| 79 | Llama 3.2 90B OPEN | Meta AI | 125.5 | — | 0.410 | 2024-09 | — |
| 80 | Qwen2-72B OPEN | Alibaba | 125.3 | — | 0.408 | 2024-06 | — |
| 81 | DeepSeek-V2 (MoE-236B, May 2024) OPEN | DeepSeek | 124.8 | — | — | 2024-05 | — |
| 82 | Gemma 3 12B OPEN | Google DeepMind | 123.5 | — | 0.395 | 2025-03 | — |
| 83 | Llama 3-70B OPEN | Meta AI | 123.0 | — | — | 2024-04 | — |
| 84 | Llama 3-70B (Instruct) OPEN | Meta AI | 123.0 | — | 0.406 | 2024-04 | — |
| 85 | Gemma 2 27B OPEN | Google DeepMind | 122.1 | — | — | 2024-06 | — |
| 86 | Gemma 2 27B (It) OPEN | Google DeepMind | 122.1 | — | 0.365 | 2024-06 | — |
| 87 | Gemma 2 27B (Instruct q8 0) OPEN | Google DeepMind | 122.1 | — | — | 2024-06 | — |
| 88 | Mixtral 8x22B (Instruct v0.1) OPEN | Mistral AI | 122.0 | — | — | 2024-04 | — |
| 89 | Mixtral 8x22B (v0.1) OPEN | Mistral AI | 122.0 | — | — | 2024-04 | — |
| 90 | Mixtral 8x22B (Open) OPEN | Mistral AI | 122.0 | — | 0.341 | 2024-04 | — |
| 91 | phi-3-small 7.4B OPEN | Microsoft | 121.8 | — | — | 2024-04 | — |
| 92 | phi-3-medium 14B OPEN | Microsoft | 121.2 | — | 0.276 | 2024-04 | — |
| 93 | Gemma 2 9B OPEN | Google DeepMind | 119.8 | — | — | 2024-06 | — |
| 94 | Gemma 2 9B (It) OPEN | Google DeepMind | 119.8 | — | 0.275 | 2024-06 | — |
| 95 | Qwen2.5-Coder-32B OPEN | Alibaba | 119.5 | — | — | 2024-09 | — |
| 96 | Command R+ OPEN | Cohere | 119.2 | — | — | 2024-08 | — |
| 97 | Mistral NeMo (Base) OPEN | Mistral AI | 118.7 | — | — | 2024-07 | — |
| 98 | Mistral NeMo (Instruct) OPEN | Mistral AI | 118.7 | — | — | 2024-07 | — |
| 99 | Mistral NeMo (Open) OPEN | Mistral AI | 118.7 | — | 0.299 | 2024-07 | — |
| 100 | Qwen2.5-7B OPEN | Alibaba | 118.5 | — | 0.355 | 2024-09 | — |
| 101 | Mixtral 8x7B (Instruct v0.1) OPEN | Mistral AI | 118.4 | — | 0.306 | 2023-12 | — |
| 102 | Mixtral 8x7B (v0.1) OPEN | Mistral AI | 118.4 | — | — | 2023-12 | — |
| 103 | Mixtral 8x7B (Open) OPEN | Mistral AI | 118.4 | — | 0.298 | 2023-12 | — |
| 104 | Yi-34B OPEN | 01.AI | 117.3 | — | — | 2023-11 | — |
| 105 | Yi-34B (Chat) OPEN | 01.AI | 117.3 | — | 0.147 | 2023-11 | — |
| 106 | phi-3-mini 3.8B (4k) OPEN | Microsoft | 117.3 | — | — | 2024-04 | — |
| 107 | phi-3-mini 3.8B (128k) OPEN | Microsoft | 117.3 | — | — | 2024-04 | — |
| 108 | Stable Beluga 2 OPEN | Stability AI | 117.0 | — | — | 2023-07 | — |
| 109 | Llama 3.1-8B OPEN | Meta AI | 116.5 | — | 0.270 | 2024-07 | — |
| 110 | Llama 3-8B OPEN | Meta AI | 116.4 | — | — | 2024-04 | — |
| 111 | Llama 3-8B (Instruct) OPEN | Meta AI | 116.4 | — | 0.261 | 2024-04 | — |
| 112 | Gemma 3 4B OPEN | Google DeepMind | 115.9 | — | 0.232 | 2025-03 | — |
| 113 | Llama 2-70B (Chat) OPEN | Meta AI | 113.7 | — | 0.263 (hf) | 2023-07 | — |
| 114 | Llama 2-70B (Hf) OPEN | Meta AI | 113.7 | — | — | 2023-07 | — |
| 115 | Qwen2.5-Coder (7B) OPEN | Alibaba | 113.0 | — | — | 2024-09 | — |
| 116 | Qwen2.5-Coder (7B, Instruct) OPEN | Alibaba | 113.0 | — | — | 2024-09 | — |
| 117 | Qwen-14B OPEN | Alibaba | 112.9 | — | — | 2023-09 | — |
| 118 | Qwen-14B (Chat) OPEN | Alibaba | 112.9 | — | — | 2023-09 | — |
| 119 | Mistral 7B v0.1 (Instruct) OPEN | Mistral AI | 112.0 | — | — | 2023-09 | — |
| 120 | Mistral 7B v0.1 OPEN | Mistral AI | 112.0 | — | — | 2023-09 | — |
| 121 | Falcon-180B OPEN | Technology Innovation Institute | 112.0 | — | — | 2023-09 | — |
| 122 | Gemma 7B OPEN | Google DeepMind | 111.8 | — | — | 2024-02 | — |
| 123 | LLaMA-65B OPEN | Meta AI | 110.0 | — | — | 2023-02 | — |
| 124 | Falcon 2 11B OPEN | Technology Innovation Institute | 109.4 | — | — | 2024-05 | — |
| 125 | Mistral 7B v0.3 (Instruct) OPEN | Mistral AI | 108.9 | — | 0.152 | 2024-05 | — |
| 126 | Mistral 7B v0.3 OPEN | Mistral AI | 108.9 | — | — | 2024-05 | — |
| 127 | Mistral 7B v0.3 (Open) OPEN | Mistral AI | 108.9 | — | 0.132 | 2023-09 | — |
| 128 | Phi-2 OPEN | Microsoft | 107.7 | — | — | 2023-12 | — |
| 129 | LLaMA-33B OPEN | Meta AI | 107.2 | — | — | 2023-02 | — |
| 130 | Qwen-7B OPEN | Alibaba | 106.6 | — | — | 2023-09 | — |
| 131 | Llama 2-13B OPEN | Meta AI | 105.6 | — | — | 2023-07 | — |
| 132 | Llama 2-13B (Chat) OPEN | Meta AI | 105.6 | — | — | 2023-07 | — |
| 133 | StarCoder 2 15B OPEN | Hugging Face | 104.7 | — | — | 2024-02 | — |
| 134 | Yi 6B OPEN | 01.AI | 104.5 | — | — | 2023-11 | — |
| 135 | Yi 6B (Chat) OPEN | 01.AI | 104.5 | — | — | 2023-11 | — |
| 136 | Falcon-40B OPEN | Technology Innovation Institute | 104.2 | — | — | 2023-05 | — |
| 137 | Falcon-40B (Instruct) OPEN | Technology Innovation Institute | 104.2 | — | — | 2023-05 | — |
| 138 | Baichuan2-13B OPEN | Baichuan | 102.9 | — | — | 2023-09 | — |
| 139 | Qwen2.5-Coder (1.5B) OPEN | Alibaba | 102.7 | — | — | 2024-09 | — |
| 140 | MPT-30B OPEN | MosaicML | 100.3 | — | — | 2023-06 | — |
| 141 | MPT-30B (Instruct) OPEN | MosaicML | 100.3 | — | — | 2023-06 | — |
| 142 | LLaMA-13B OPEN | Meta AI | 100.3 | — | — | 2023-02 | — |
| 143 | Llama 2-7B OPEN | Meta AI | 98.6 | — | — | 2023-07 | — |
| 144 | Llama 2-7B (Chat) OPEN | Meta AI | 98.6 | — | — | 2023-07 | — |
| 145 | LLaMA-7B OPEN | Meta AI | 96.6 | — | — | 2023-02 | — |
| 146 | Baichuan 2-7B OPEN | Baichuan | 95.9 | — | — | 2023-09 | — |
| 147 | DeepSeek Coder 33B (Base) OPEN | DeepSeek | 95.9 | — | — | 2023-11 | — |
| 148 | DeepSeek Coder 33B (Instruct) OPEN | DeepSeek | 95.9 | — | — | 2023-11 | — |
| 149 | Falcon-7B OPEN | Technology Innovation Institute | 94.7 | — | — | 2023-04 | — |
| 150 | MPT-7B OPEN | MosaicML | 94.2 | — | — | 2023-05 | — |
| 151 | MPT-7B (Instruct) OPEN | MosaicML | 94.2 | — | — | 2023-05 | — |
| 152 | Gemma 2B OPEN | Google DeepMind | 93.8 | — | — | 2024-02 | — |
| 153 | StarCoder 2 7B OPEN | Hugging Face | 93.1 | — | — | 2024-02 | — |
| 154 | XGen-7B OPEN | Salesforce | 93.0 | — | — | 2023-06 | — |
| 155 | Phi-1.5 OPEN | Microsoft | 91.1 | — | — | 2023-09 | — |
| 156 | Baichuan1-7B OPEN | Baichuan | 90.0 | — | — | 2023-06 | — |
| 157 | Dolly 2.0-12b OPEN | Databricks | 89.2 | — | — | 2023-04 | — |
| 158 | DeepSeek Coder 6.7B (Base) OPEN | DeepSeek | 89.1 | — | — | 2023-11 | — |
| 159 | DeepSeek Coder 6.7B (Instruct) OPEN | DeepSeek | 89.1 | — | — | 2023-11 | — |
| 160 | DeepSeek Coder 6.7B (Base v1.5) OPEN | DeepSeek | 89.1 | — | — | 2023-11 | — |
| 161 | StarCoder 2 3B OPEN | Hugging Face | 88.3 | — | — | 2024-02 | — |
| 162 | Cerebras-GPT-13B OPEN | Cerebras Systems | 82.7 | — | — | 2023-03 | — |
| 163 | DeepSeek Coder 1.3B (Base) OPEN | DeepSeek | 62.6 | — | — | 2023-11 | — |
| 164 | DeepSeek Coder 1.3B (Instruct) OPEN | DeepSeek | 62.6 | — | — | 2023-11 | — |
| Benchmark | Score |
|---|