Region ranking
Best American AI Models in October 2026
As of October 2026, GPT-6 Astra leads the Noometry Index with a score of 70.8, ahead of Claude Fable 5.1 at 69.0.
Last verified
Models from labs headquartered in the United States.
- GPT-6 Astra 70.8
- Claude Fable 5.1 69.0
- Claude Opus 5.5 68.6
- Claude Opus 5 67.8
- Claude Fable 5 66.8
- GPT-6.1 Sol 65.6
- GPT-5.6 Sol 65.0
- GPT-5.5 Pro 64.3
- GPT-5.5 63.4
- Claude Sonnet 5.5 61.9
Full ranking
205 models
| 1 | OpenAI GPT-6 Astra | OpenAI | Proprietary | 1.05M | 70.8 | $10 | $50 | 3.54 | — |
| 2 | Anthropic Claude Fable 5.1 | Anthropic | Proprietary | 1M | 69.0 | $10 | $50 | 3.45 | — |
| 3 | Anthropic Claude Opus 5.5 | Anthropic | Proprietary | 1M | 68.6 | $4 | $20 | 8.57 | — |
| 4 | Anthropic Claude Opus 5 | Anthropic | Proprietary | 1M | 67.8 | $5 | $25 | 6.78 | — |
| 5 | Anthropic Claude Fable 5 | Anthropic | Proprietary | 1M | 66.8 | $10 | $50 | 3.34 | 25 |
| 6 | OpenAI GPT-6.1 Sol | OpenAI | Proprietary | 1.05M | 65.6 | $2 | $10 | 16.4 | — |
| 7 | OpenAI GPT-5.6 Sol | OpenAI | Proprietary | 1.05M | 65.0 | $4 | $20 | 8.12 | 10 |
| 8 | OpenAI GPT-5.5 Pro | OpenAI | Proprietary | 1.05M | 64.3 | $30 | $180 | 0.95 | — |
| 9 | OpenAI GPT-5.5 | OpenAI | Proprietary | 1.05M | 63.4 | $5 | $30 | 5.63 | 25 |
| 10 | Anthropic Claude Sonnet 5.5 | Anthropic | Proprietary | 1M | 61.9 | $2 | $10 | 15.5 | — |
| 11 |  Google Gemini 3.8 Flash | Proprietary | 1.05M | 61.8 | $0.75 | $3.75 | 41.2 | — | |
| 12 | OpenAI GPT-6 Sol | OpenAI | Proprietary | 1.05M | 61.8 | $2 | $10 | 15.4 | — |
| 13 | Anthropic Claude Opus 4.8 | Anthropic | Proprietary | 1M | 60.7 | $5 | $25 | 6.07 | 34 |
| 14 | Google Gemini 3.7 Flash | Proprietary | 1.05M | 59.8 | $0.75 | $3.75 | 39.9 | — | |
| 15 | OpenAI GPT-5.4 | OpenAI | Proprietary | 1.05M | 59.4 | $2.50 | $15 | 10.6 | 12 |
| 16 | OpenAI GPT-5.6 Terra | OpenAI | Proprietary | 1.05M | 59.2 | $2 | $12 | 13.1 | 11 |
| 17 | OpenAI GPT-5.4 Pro | OpenAI | Proprietary | 1.05M | 58.9 | $30 | $180 | 0.87 | — |
| 18 | Anthropic Claude Opus 4.7 | Anthropic | Proprietary | 1M | 58.3 | $5 | $25 | 5.83 | 33 |
| 19 | Anthropic Claude Opus 4.6 | Anthropic | Proprietary | 1M | 58.2 | $5 | $25 | 5.82 | 19 |
| 20 | xAI Grok 4.6 | xAI | Proprietary | 500K | 56.9 | $2 | $6 | 19 | — |
| 21 | Google Gemini 3.1 Pro Preview | Proprietary | 1.05M | 56.7 | $2 | $12 | 12.6 | — | |
| 22 | Google Gemini 4 Argon | Proprietary | — | 56.5 | — | — | — | — | |
| 23 | xAI Grok 4.5 | xAI | Proprietary | 500K | 55.0 | $2 | $6 | 18.3 | 4 |
| 24 |  Meta Muse Spark 1.3 | Meta | Proprietary | 1.05M | 54.8 | $1.25 | $4.25 | 27.4 | — |
| 25 | Google Gemini 3 Pro | Proprietary | — | 54.8 | — | — | — | 1 | |
| 26 | Anthropic Claude Sonnet 5 | Anthropic | Proprietary | 1M | 54.6 | $2 | $10 | 13.7 | — |
| 27 | OpenAI GPT-5.6 Luna | OpenAI | Proprietary | 1.05M | 54.6 | $0.20 | $1.20 | 121 | 12 |
| 28 | Google Gemini 3.5 Flash | Proprietary | 1.05M | 54.2 | $1.50 | $9 | 16.1 | — | |
| 29 | Google Gemini 3.6 Flash | Proprietary | 1.05M | 54.1 | $0.75 | $3.75 | 36.1 | — | |
| 30 | OpenAI GPT-5.2 | OpenAI | Proprietary | 400K | 54.1 | $1.75 | $14 | 11.2 | 15 |
| 31 | OpenAI GPT-6 Luna | OpenAI | Proprietary | 1.05M | 53.3 | $0.10 | $0.50 | 266 | — |
| 32 | xAI Grok 4.7 | xAI | Proprietary | 500K | 53.1 | $2 | $6 | 17.7 | — |
| 33 | OpenAI GPT-5.2 Pro | OpenAI | Proprietary | 400K | 52.3 | $21 | $168 | 0.91 | — |
| 34 | Google Gemini 3 Flash Preview | Proprietary | 1.05M | 52.3 | $0.50 | $3 | 46.5 | — | |
| 35 | OpenAI GPT-5 | OpenAI | Proprietary | 400K | 50.9 | $1.25 | $10 | 14.8 | 2 |
| 36 | Meta Muse Spark | Meta | Proprietary | — | 50.6 | — | — | — | — |
| 37 | Anthropic Claude Opus 4.5 | Anthropic | Proprietary | 200K | 50.5 | $5 | $25 | 5.05 | 13 |
| 38 | Meta Muse Spark 1.2 | Meta | Proprietary | 1.05M | 50.3 | $1.25 | $4.25 | 25.2 | — |
| 39 | Anthropic Claude Sonnet 4.6 | Anthropic | Proprietary | 1M | 50.3 | $3 | $15 | 8.38 | — |
| 40 | Meta Muse Spark 1.1 | Meta | Proprietary | 1.05M | 49.9 | $1.25 | $4.25 | 25 | — |
| 41 | Anthropic Claude Haiku 5.5 | Anthropic | Proprietary | 1M | 49.5 | $0.10 | $0.50 | 247 | — |
| 42 | OpenAI GPT-5.1 | OpenAI | Proprietary | 400K | 49.0 | $1.25 | $10 | 14.3 | — |
| 43 | xAI Grok 4.20 (Non-Reasoning) | xAI | Proprietary | 1M | 48.6 | $1.25 | $2.50 | 31.1 | 61 |
| 44 | xAI Grok 4 | xAI | Proprietary | — | 48.1 | — | — | — | 1 |
| 45 | OpenAI o3 | OpenAI | Proprietary | 200K | 47.5 | $2 | $8 | 13.6 | 3 |
| 46 | Thinking Machines Lab Inkling-Small | Thinking Machines Lab | Open | 524K | 46.5 | $0.45 | $1.20 | 72.9 | — |
| 47 | OpenAI GPT-5 Pro | OpenAI | Proprietary | 400K | 46.4 | $15 | $120 | 1.12 | 5 |
| 48 | xAI Grok 4.20 Multi-Agent | xAI | Proprietary | 1M | 46.2 | $1.25 | $2.50 | 29.6 | — |
| 49 | OpenAI GPT-5.3 Codex | OpenAI | Proprietary | 400K | 45.8 | $1.75 | $14 | 9.52 | — |
| 50 | Google Gemini 2.5 Pro | Proprietary | 1.05M | 45.0 | $1.25 | $10 | 13.1 | 5 | |
| 51 | OpenAI GPT-5.4 mini | OpenAI | Proprietary | 400K | 45.0 | $0.75 | $4.50 | 26.6 | 10 |
| 52 | Amazon Amazon Nova Experimental Chat 26 02 10 | Amazon | Proprietary | — | 44.5 | — | — | — | — |
| 53 | Thinking Machines Lab Inkling | Thinking Machines Lab | Open | 66K | 44.1 | $1.87 | $4.68 | 17.1 | — |
| 54 | Anthropic Claude Sonnet 4.5 | Anthropic | Proprietary | 200K | 44.1 | $3 | $15 | 7.35 | 85 |
| 55 | OpenAI Chatgpt 4o Latest 20250326 | OpenAI | Proprietary | — | 43.8 | — | — | — | 21 |
| 56 | xAI Grok 4.3 | xAI | Proprietary | 1M | 43.8 | $1.25 | $2.50 | 28 | — |
| 57 | Google Gemma 4 31B IT | Open | 262K | 43.5 | $0.09 | $0.34 | 286 | 3 | |
| 58 | Google Gemma 4 26B A4B IT | Open | 262K | 43.5 | $0.0675 | $0.23 | 407 | — | |
| 59 | Anthropic Claude Opus 4 | Anthropic | Proprietary | 200K | 43.1 | $15 | $75 | 1.44 | 29 |
| 60 | Amazon Amazon Nova Experimental Chat 11 10 | Amazon | Proprietary | — | 43.0 | — | — | — | — |
| 61 | Amazon Amazon Nova Experimental Chat 12 10 | Amazon | Proprietary | — | 42.9 | — | — | — | — |
| 62 | OpenAI o3-pro | OpenAI | Proprietary | 200K | 42.9 | $20 | $80 | 1.23 | 1 |
| 63 | Amazon Amazon Nova Experimental Chat 26 01 10 | Amazon | Proprietary | — | 42.8 | — | — | — | — |
| 64 | OpenAI GPT-5.3 Chat | OpenAI | Proprietary | 128K | 42.8 | $1.75 | $14 | 8.88 | — |
| 65 | OpenAI GPT-5.5 Instant | OpenAI | Proprietary | — | 42.7 | — | — | — | — |
| 66 | OpenAI GPT-5.2 Codex | OpenAI | Proprietary | 400K | 42.6 | $1.75 | $14 | 8.84 | — |
| 67 |  NVIDIA Nemotron 3 Ultra | NVIDIA | Open | 262K | 42.5 | $0.50 | $2.20 | 45.9 | — |
| 68 | Amazon Amazon Nova Experimental Chat 10 20 | Amazon | Proprietary | — | 42.1 | — | — | — | — |
| 69 | OpenAI GPT-5.4 nano | OpenAI | Proprietary | 400K | 41.9 | $0.20 | $1.25 | 90.6 | 19 |
| 70 | Amazon Amazon Nova Experimental Chat 10 09 | Amazon | Proprietary | — | 41.9 | — | — | — | — |
| 71 | OpenAI GPT-5 Mini | OpenAI | Proprietary | 400K | 41.8 | $0.25 | $2 | 60.9 | 3 |
| 72 | IBM Granite 4.2 30b | IBM | Open | — | 41.8 | — | — | — | — |
| 73 | Meta Muse Glimmer | Meta | Open | — | 41.7 | — | — | — | — |
| 74 | OpenAI o4-mini | OpenAI | Proprietary | 200K | 41.6 | $1.10 | $4.40 | 21.6 | 6 |
| 75 | Google Gemini 3.5 Flash Lite | Proprietary | 1.05M | 41.5 | $0.30 | $2.50 | 48.8 | — | |
| 76 | xAI Grok 4.1 | xAI | Proprietary | — | 41.5 | — | — | — | — |
| 77 | xAI Grok 4.1 Fast | xAI | Proprietary | 128K | 41.4 | $0.20 | $0.50 | 150 | — |
| 78 | xAI Grok-3 mini | xAI | Proprietary | — | 41.2 | — | — | — | 10 |
| 79 | Anthropic Claude Opus 4.1 | Anthropic | Proprietary | 200K | 41.0 | $15 | $75 | 1.37 | — |
| 80 | OpenAI o1 | OpenAI | Proprietary | 200K | 40.9 | $15 | $60 | 1.56 | — |
| 81 | Google Gemini 3.1 Flash Lite | Proprietary | 1.05M | 40.8 | $0.25 | $1.50 | 72.5 | 10 | |
| 82 | Anthropic Claude Sonnet 4 | Anthropic | Proprietary | 200K | 40.8 | $3 | $15 | 6.79 | 31 |
| 83 | NVIDIA Nemotron 3 Nano 30B A3B | NVIDIA | Open | 262K | 40.6 | $0.05 | $0.20 | 464 | — |
| 84 | IBM Granite 4.2 8B | IBM | Open | 131K | 40.5 | $0.06 | $0.25 | 377 | — |
| 85 | NVIDIA Nvidia Llama 3.3 Nemotron Super 49b v1.5 | NVIDIA | Open | 131K | 40.3 | $0.40 | $0.40 | 101 | — |
| 86 | NVIDIA Nemotron 3 Super | NVIDIA | Open | 262K | 40.1 | $0.08 | $0.45 | 233 | — |
| 87 | NVIDIA Llama 3.3 Nemotron 49b Super v1 | NVIDIA | Open | — | 40.1 | — | — | — | — |
| 88 | NVIDIA Nemotron 3.5 Lightning | NVIDIA | Open | 262K | 40.0 | $0.05 | $0.20 | 457 | — |
| 89 | xAI Grok 3 | xAI | Proprietary | — | 39.9 | — | — | — | 42 |
| 90 | Amazon Nova 2 Lite | Amazon | Proprietary | 1M | 39.7 | $0.30 | $2.50 | 46.7 | — |
| 91 | Anthropic Claude 3.7 Sonnet | Anthropic | Proprietary | — | 39.5 | — | — | — | — |
| 92 | Anthropic Claude Haiku 4.5 | Anthropic | Proprietary | 200K | 39.5 | $1 | $5 | 19.8 | — |
| 93 | xAI Grok 4 Fast | xAI | Proprietary | — | 39.4 | — | — | — | 577 |
| 94 |  Allen Institute for AI (Ai2) Olmo 3.1 32b Instruct | Allen Institute for AI (Ai2) | Open | — | 39.4 | — | — | — | — |
| 95 | IBM Granite 4.2 3b | IBM | Open | — | 39.4 | — | — | — | — |
| 96 | Google Gemini 2.5 Flash | Proprietary | 1.05M | 39.3 | $0.30 | $2.50 | 46.2 | 152 | |
| 97 | Google Gemini 2.0 Pro | Proprietary | — | 39.1 | — | — | — | — | |
| 98 | Allen Institute for AI (Ai2) Molmo 2 8b | Allen Institute for AI (Ai2) | Open | — | 39.1 | — | — | — | — |
| 99 | Inception Mercury 2 | Inception | Proprietary | 128K | 39.1 | $0.25 | $0.75 | 104 | — |
| 100 | Allen Institute for AI (Ai2) Olmo 3 32b Think | Allen Institute for AI (Ai2) | Open | — | 38.7 | — | — | — | — |
| 101 |  Arcee AI Trinity Large Thinking | Arcee AI | Open | 262K | 38.6 | $0.25 | $0.80 | 99.7 | — |
| 102 | OpenAI GPT-5.1-Codex | OpenAI | Proprietary | 400K | 38.6 | $1.25 | $10 | 11.2 | — |
| 103 |  Perplexity Sonar | Perplexity | Proprietary | 128K | 38.5 | $1 | $1 | 38.5 | — |
| 104 | Amazon Nova Premier 1.0 | Amazon | Proprietary | 1M | 38.3 | $2.50 | $12.50 | 7.67 | 9 |
| 105 | Allen Institute for AI (Ai2) Olmo 3.1 32b Think | Allen Institute for AI (Ai2) | Open | — | 37.9 | — | — | — | — |
| 106 | OpenAI GPT-5-Codex | OpenAI | Proprietary | 400K | 37.9 | $1.25 | $10 | 11 | 95 |
| 107 | Google Gemini 2.0 Flash-Lite | Proprietary | — | 37.8 | — | — | — | — | |
| 108 | Google Gemini Advanced 0514 | Proprietary | — | 37.7 | — | — | — | — | |
| 109 | xAI Grok 2 Mini 2024 08 13 | xAI | Proprietary | — | 37.7 | — | — | — | — |
| 110 | Inception Mercury | Inception | Proprietary | — | 37.6 | — | — | — | 35 |
| 111 | NVIDIA Llama 3.1 Nemotron 70b Instruct | NVIDIA | Open | — | 37.6 | — | — | — | — |
| 112 | IBM Granite 4.1 8b | IBM | Open | — | 37.4 | — | — | — | — |
| 113 | Google Gemma 3n E4b IT | Open | — | 37.3 | — | — | — | 13 | |
| 114 | OpenAI GPT-4.5 | OpenAI | Proprietary | — | 37.2 | — | — | — | — |
| 115 | Google Gemini 2.5 Flash-Lite | Proprietary | 1.05M | 37.0 | $0.10 | $0.40 | 211 | 172 | |
| 116 | OpenAI o3-mini | OpenAI | Proprietary | 200K | 36.7 | $1.10 | $4.40 | 19.1 | — |
| 117 | NVIDIA Llama 3.1 Nemotron Ultra 253b v1 | NVIDIA | Open | — | 36.7 | — | — | — | — |
| 118 | IBM Granite 4.0 H Small | IBM | Open | — | 36.5 | — | — | — | — |
| 119 | xAI Grok Build 0.1 | xAI | Proprietary | 256K | 36.4 | $1 | $2 | 29.1 | — |
| 120 | OpenAI gpt-oss-120b | OpenAI | Open | 131K | 36.3 | $0.037 | $0.17 | 517 | 55 |
| 121 | OpenAI GPT-4.1 | OpenAI | Proprietary | 1.05M | 35.9 | $2 | $8 | 10.3 | 116 |
| 122 | NVIDIA Llama 3.1 Nemotron 51b Instruct | NVIDIA | Open | — | 35.9 | — | — | — | — |
| 123 | NVIDIA Nemotron 4 340b Instruct | NVIDIA | Open | — | 35.9 | — | — | — | — |
| 124 | Allen Institute for AI (Ai2) Llama 3.1 Tulu 3 8b | Allen Institute for AI (Ai2) | Open | — | 35.7 | — | — | — | — |
| 125 | Google Gemini 2.0 Flash (Feb 2025) | Proprietary | — | 35.1 | — | — | — | 92 | |
| 126 | Anthropic Claude 3.5 Sonnet | Anthropic | Proprietary | — | 34.6 | — | — | — | — |
| 127 | OpenAI o1-mini | OpenAI | Proprietary | — | 34.0 | — | — | — | — |
| 128 | Meta Codellama 70b Instruct | Meta | Open | — | 33.7 | — | — | — | — |
| 129 | xAI Grok-2 (Dec 2024) | xAI | Proprietary | — | 33.7 | — | — | — | — |
| 130 | OpenAI GPT-4.1 mini | OpenAI | Proprietary | 1.05M | 33.6 | $0.40 | $1.60 | 48.1 | 86 |
| 131 | OpenAI GPT-5 Nano | OpenAI | Proprietary | 400K | 33.5 | $0.05 | $0.40 | 244 | 4 |
| 132 | Inception Mercury 2.5 | Inception | Proprietary | 260K | 33.5 | $0.04 | $0.15 | 496 | — |
| 133 | Amazon Nova 2.0 Pro Preview | Amazon | Proprietary | — | 33.4 | — | — | — | — |
| 134 | Google Gemini 1.5 Flash (May 2024) | Proprietary | — | 33.2 | — | — | — | — | |
| 135 | IBM Granite 3.1 2b Instruct | IBM | Open | — | 33.2 | — | — | — | — |
| 136 | Google Gemma 2 2b IT | Open | — | 33.1 | — | — | — | — | |
| 137 |  Microsoft Wizardlm 70b | Microsoft | Open | — | 33.0 | — | — | — | — |
| 138 | Microsoft Phi 3 Medium 4k Instruct | Microsoft | Open | — | 33.0 | — | — | — | — |
| 139 | Allen Institute for AI (Ai2) Tulu 3 (Tülu 3) 70B | Allen Institute for AI (Ai2) | Open | — | 33.0 | — | — | — | — |
| 140 | Allen Institute for AI (Ai2) Olmo 2 0325 32b Instruct | Allen Institute for AI (Ai2) | Open | — | 32.7 | — | — | — | — |
| 141 | OpenAI gpt-oss-20b | OpenAI | Open | 131K | 32.5 | $0.018 | $0.09 | 903 | 96 |
| 142 |  Poolside Laguna M.1 | Poolside | Open | 262K | 32.5 | — | — | — | — |
| 143 | IBM Granite 3.1 8b Instruct | IBM | Open | — | 32.4 | — | — | — | — |
| 144 | Google Gemini 1.5 Pro (May 2024) | Proprietary | — | 32.1 | — | — | — | — | |
| 145 | Google Gemma 3 12B | Open | 131K | 32.1 | $0.05 | $0.15 | 428 | — | |
| 146 | Amazon Amazon Nova Lite | Amazon | Proprietary | 300K | 31.9 | $0.06 | $0.24 | 304 | — |
| 147 | NVIDIA Llama2 70b Steerlm Chat | NVIDIA | Open | — | 31.8 | — | — | — | — |
| 148 | IBM Granite 3.0 8b Instruct | IBM | Open | — | 31.6 | — | — | — | — |
| 149 | OpenAI o1-pro | OpenAI | Proprietary | 200K | 31.5 | $150 | $600 | 0.12 | — |
| 150 | Microsoft Wizardlm 13b | Microsoft | Open | — | 31.4 | — | — | — | — |
| 151 | Microsoft Phi 3 Mini 4k Instruct June 2024 | Microsoft | Open | — | 31.3 | — | — | — | — |
| 152 | Google Gemma 1.1 7b IT | Open | — | 31.3 | — | — | — | — | |
| 153 | Microsoft Phi-4 | Microsoft | Open | 128K | 31.2 | $0.07 | $0.14 | 357 | — |
| 154 | Amazon Amazon Nova Pro | Amazon | Proprietary | 300K | 31.0 | $0.80 | $3.20 | 22.1 | — |
| 155 | Meta Llama 4 Maverick | Meta | Open | 128K | 30.9 | $0.19 | $0.65 | 102 | 456 |
| 156 | Microsoft Phi-4 Mini | Microsoft | Open | 128K | 30.9 | $0.075 | $0.30 | 235 | — |
| 157 | Google Gemma 3 27B | Open | 131K | 30.8 | $0.08 | $0.16 | 308 | 62 | |
| 158 | IBM Granite 3.0 2b Instruct | IBM | Open | — | 30.8 | — | — | — | — |
| 159 | Meta Codellama 34b Instruct | Meta | Open | — | 30.8 | — | — | — | — |
| 160 | Meta Llama 3.1-405B | Meta | Open | — | 30.7 | — | — | — | 78 |
| 161 | Meta Llama-3.3-70B-Instruct | Meta | Open | 128K | 30.6 | $0.10 | $0.32 | 197 | — |
| 162 | OpenAI GPT-4 Turbo | OpenAI | Proprietary | 128K | 30.5 | $10 | $30 | 2.03 | — |
| 163 | Amazon Amazon Nova Micro | Amazon | Proprietary | 128K | 30.4 | $0.035 | $0.14 | 496 | — |
| 164 | Allen Institute for AI (Ai2) Olmo 7b Instruct | Allen Institute for AI (Ai2) | Open | — | 30.3 | — | — | — | — |
| 165 | Google Palm 2 | Proprietary | — | 30.0 | — | — | — | — | |
| 166 | Google Gemma 7B | Open | — | 30.0 | — | — | — | — | |
| 167 | Google Gemini 1.5 Flash 8B | Proprietary | — | 29.9 | — | — | — | — | |
| 168 | Allen Institute for AI (Ai2) OLMo 2 Furious 13B | Allen Institute for AI (Ai2) | Open | — | 29.7 | — | — | — | — |
| 169 | Microsoft Phi 3 Mini 128k Instruct | Microsoft | Open | — | 29.7 | — | — | — | — |
| 170 | Microsoft phi-3-medium 14B | Microsoft | Open | — | 29.7 | — | — | — | — |
| 171 | Google Gemma 2B | Open | — | 29.6 | — | — | — | — | |
| 172 | Meta Llama 3.1-70B | Meta | Open | 128K | 29.6 | $0.40 | $0.40 | 74.1 | — |
| 173 | Meta Llama 2-13B | Meta | Open | — | 29.6 | — | — | — | — |
| 174 | Anthropic Claude 3 Opus | Anthropic | Proprietary | — | 29.5 | — | — | — | — |
| 175 |  Databricks DBRX | Databricks | Open | — | 29.4 | — | — | — | — |
| 176 | Google Gemma 2 27B | Open | 8K | 29.4 | $0.65 | $0.65 | 45.2 | — | |
| 177 | Google Gemma 1.1 2b IT | Open | — | 29.3 | — | — | — | — | |
| 178 | Microsoft Phi 3 Small 8k Instruct | Microsoft | Open | — | 29.3 | — | — | — | — |
| 179 | Anthropic Claude 3.5 Haiku | Anthropic | Proprietary | — | 29.2 | — | — | — | — |
| 180 | OpenAI GPT-4 | OpenAI | Proprietary | 8K | 29.1 | $30 | $60 | 0.78 | — |
| 181 | Meta Llama 2-7B | Meta | Open | — | 29.1 | — | — | — | — |
| 182 | IBM Granite 4.0 Micro | IBM | Open | 131K | 29.0 | $0.017 | $0.11 | 713 | — |
| 183 | Anthropic Claude 3 Sonnet | Anthropic | Proprietary | — | 29.0 | — | — | — | — |
| 184 | Meta Llama 3.2 3B | Meta | Open | 131K | 28.9 | $0.05 | $0.33 | 241 | — |
| 185 | Meta Llama 3-70B | Meta | Open | — | 28.8 | — | — | — | 104 |
| 186 | OpenAI GPT-4o | OpenAI | Proprietary | 128K | 28.6 | $2.50 | $10 | 6.53 | — |
| 187 | Google Gemma 3 4B | Open | 131K | 28.1 | $0.04 | $0.08 | 563 | 72 | |
| 188 | OpenAI GPT-4.1 nano | OpenAI | Proprietary | 1.05M | 27.9 | $0.10 | $0.40 | 159 | 135 |
| 189 | Microsoft Phi 3 Mini 4k Instruct | Microsoft | Open | — | 27.9 | — | — | — | — |
| 190 | Meta Llama 4 Scout | Meta | Open | 128K | 27.7 | $0.10 | $0.30 | 184 | 272 |
| 191 | Meta Llama 3.2 90B | Meta | Open | — | 27.5 | — | — | — | — |
| 192 | Google Gemini 1.0 Pro | Proprietary | — | 27.3 | — | — | — | — | |
| 193 | Anthropic Claude 3 Haiku | Anthropic | Proprietary | — | 25.9 | — | — | — | 41 |
| 194 | Google Gemma 2 9B | Open | — | 25.9 | — | — | — | — | |
| 195 | Databricks Dolly 2.0-12b | Databricks | Open | — | 25.5 | — | — | — | — |
| 196 | OpenAI GPT-4o mini | OpenAI | Proprietary | 128K | 25.5 | $0.15 | $0.60 | 97.2 | 120 |
| 197 | Meta Llama 3-8B | Meta | Open | — | 25.5 | — | — | — | — |
| 198 | Anthropic Claude 2.1 | Anthropic | Proprietary | — | 25.2 | — | — | — | — |
| 199 | Anthropic Claude 2 | Anthropic | Proprietary | — | 25.0 | — | — | — | — |
| 200 | Meta Llama 13b | Meta | Open | — | 24.4 | — | — | — | — |
| 201 | Meta Llama 2-70B | Meta | Open | — | 24.4 | — | — | — | — |
| 202 | OpenAI GPT-3.5-turbo | OpenAI | Proprietary | 16K | 23.2 | $0.50 | $1.50 | 31 | — |
| 203 | Meta Llama 3.1-8B | Meta | Open | 128K | 23.0 | $0.05 | $0.08 | 400 | — |
| 204 | Google Gemma 3 1B | Open | — | 21.1 | — | — | — | — | |
| 205 | Meta Llama 3.2 1B | Meta | Open | 60K | 20.1 | $0.027 | $0.20 | 286 | — |
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Frequently asked questions
What is the best US-made AI model?
As of October 2026, GPT-6 Astra leads the Noometry Index with a score of 70.8, ahead of Claude Fable 5.1 at 69.0.
What are the top 5 in this ranking?
GPT-6 Astra, Claude Fable 5.1, Claude Opus 5.5, Claude Opus 5, Claude Fable 5, in that order, as of October 2026.
How is this list ranked?
By the Noometry Index, which is fitted from every public benchmark result and adjusted for how hard each benchmark is. Models need several independent results to be ranked.