Frontier Model Roster
Models compared on AA-Omniscience, intelligence, latency, speed, cost, and context. Data from Artificial Analysis.
| Model | Company | Context | AA-Omniscience Index↓ | AA-Agentic Index | AA-LCR | Visual Reasoning Index | Intelligence Index | Latency | Speed | Cost / task | Intelligence / Cost | E2E / Cost | Ideal roles |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.1 (max with fallback) | Anthropic | 1M | 43 | 61 | 80 | — | 66 | 296.81s | 66 | $3.69 | 17.9 | 0.001 | NEW★ PreferredExpert Consultant |
| Claude Fable 5 (with fallback) | Anthropic | 1M | 43 | 57 | 77 | — | 62 | 120.99s | 67 | $3.14 | 19.7 | 0.002 | Expert Consultant |
| Claude Opus 5 (max) | Anthropic | 1M | 37 | 59 | 79 | 85 | 63 | 71.65s | 56 | $2.34 | 26.9 | 0.005 | Expert Consultant |
| Gemini 3.1 Pro Preview | 1M | 32 | 23 | 79 | 82 | 48 | 22.15s | 103 | $0.33 | 145 | 0.112 | Expert ConsultantAll-rounder | |
| Grok 4.6 (high) | SpaceXAI | 500K | 30 | 59 | 79 | — | 61 | 42.00s | 53 | $0.94 | 64.9 | 0.021 | NEW★ PreferredExpert Consultant |
| Gemini 3.8 Flash (high) | 1M | 30 | 50 | 82 | 86 | 59 | 13.39s | 305 | $0.58 | 102 | 0.115 | NEW★ PreferredExpert Consultant | |
| Claude Opus 4.8 (max) | Anthropic | 1M | 29 | 49 | 73 | — | 57 | 45.05s | 58 | $2.03 | 28.1 | 0.009 | Expert Consultant |
| Muse Spark 1.1 (xhigh) | Meta | 1.1M | 28 | 40 | 81 | — | 53 | 1.45s | 178 | $0.29 | 183 | 0.223 | ★ PreferredExpert ConsultantHead/ExecutiveSpeedRoutineAll-rounder |
| Muse Spark 1.2 (xhigh) | Meta | 1.1M | 27 | 49 | 83 | — | 57 | 15.39s | 154 | $0.40 | 143 | 0.079 | NEWExpert ConsultantAll-rounder |
| Claude Opus 4.7 (max) | Anthropic | 1M | 27 | 46 | 75 | 79 | 55 | 15.33s | 48 | $2.23 | 24.7 | 0.017 | Expert Consultant |
| Gemini 3.7 Flash (high) | 1M | 26 | 45 | 81 | 85 | 56 | 10.85s | 279 | $0.40 | 140 | 0.198 | NEW★ PreferredExpert ConsultantAll-rounder | |
| Grok 4.5 (high) | SpaceXAI | 500K | 25 | 49 | 74 | 80 | 56 | 11.20s | 51 | $0.43 | 130 | 0.111 | Expert ConsultantAll-rounder |
| GPT-5.6 Sol (max) | OpenAI | 1M | 22 | 58 | 78 | 83 | 61 | 100.85s | 72 | $0.95 | 64.2 | 0.010 | Expert Consultant |
| Gemini 3.6 Flash | 1M | 22 | 41 | 79 | 83 | 52 | 18.49s | 168 | $0.34 | 153 | 0.137 | ★ PreferredExpert ConsultantAll-rounder | |
| GPT-5.5 (xhigh) | OpenAI | 922K | 21 | 47 | 79 | 81 | 56 | 58.98s | 79 | $1.19 | 47.1 | 0.013 | Expert Consultant |
| Gemini 3.5 Flash | 1M | 21 | 40 | 81 | 84 | 52 | 13.89s | 189 | $0.69 | 75.4 | 0.088 | — | |
| Kimi K3 (max) | Kimi | 1.1M | 20 | 54 | 83 | 81 | 60 | 4.81s | 38 | $0.84 | 71.4 | 0.017 | Expert Consultant |
| Grok 4.3 (high) | SpaceXAI | 1M | 18 | 24 | 68 | 78 | 38 | 18.46s | 113 | $0.15 | 253 | 0.291 | RoutineAll-rounder |
| Claude Sonnet 5 (max) | Anthropic | 1M | 16 | 50 | 77 | 77 | 55 | 178.65s | 70 | $1.72 | 32.0 | 0.003 | — |
| Gemini 3 Pro Preview (high) | 1M | 15 | — | 73 | 80 | 41 | — | — | — | — | — | — | |
| Grok 4.20 0309 v2 | SpaceXAI | 2M | 15 | — | 62 | 75 | 38 | 15.67s | 101 | — | — | — | — |
| GLM-5.3 (max) | Z AI | 1M | 14 | 59 | 76 | — | 60 | 1.99s | 63 | $0.68 | 88.2 | 0.035 | NEWExpert ConsultantSpeed |
| Claude Opus 4.6 (max) | Anthropic | 1M | 14 | — | 74 | 75 | 45 | 14.18s | 39 | — | — | — | — |
| Claude Opus 4.5 | Anthropic | 200K | 14 | — | 76 | 74 | 42 | 9.53s | 46 | — | — | — | — |
| Qwen3.7 Max | Alibaba | 1M | 13 | 31 | 75 | — | 47 | 2.27s | 199 | $0.68 | 69.1 | 0.087 | Speed |
| Grok 4.20 0309 | SpaceXAI | 2M | 13 | — | 61 | 73 | 37 | — | — | — | — | — | — |
| Claude Sonnet 4.6 (max) | Anthropic | 1M | 12 | 42 | 74 | 73 | 48 | 107.13s | 46 | $1.22 | 39.3 | 0.007 | — |
| GPT-5.3 Codex (xhigh) | OpenAI | 400K | 11 | — | 78 | 78 | 46 | 63.60s | 118 | — | — | — | — |
| GPT-5.5 Instant (May 2026) | OpenAI | 400K | 11 | 11 | 67 | — | 34 | — | — | — | — | — | — |
| Motif 3 | Motif Technologies | 262K | 10 | 38 | 72 | — | 47 | — | — | — | — | — | NEW |
| Gemini 3 Flash | 1M | 10 | — | 73 | 80 | 39 | 6.15s | 180 | — | — | — | — | |
| Qwen3.6 Max Preview | Alibaba | 256K | 9 | — | 72 | — | 41 | 3.29s | 59 | — | — | — | — |
| GLM-5.3-Flash | Z AI | 1M | 7 | 58 | 78 | — | 57 | 1.69s | 43 | $0.09 | 633 | 0.185 | NEWExpert ConsultantSpeedRoutine |
| Muse Spark | Meta | 262K | 7 | — | 77 | 81 | 44 | — | — | — | — | — | — |
| GPT-5.4 (xhigh) | OpenAI | 1.1M | 6 | 44 | 78 | 78 | 53 | 126.92s | 133 | $1.12 | 47.3 | 0.007 | — |
| Grok Build 0.1 0616 | SpaceXAI | 256K | 6 | 29 | 70 | 77 | 41 | 0.53s | 68 | $0.23 | 178 | 0.117 | SpeedRoutine |
| Gemini 3.5 Flash-Lite | 1M | 5 | 27 | 75 | 79 | 37 | 7.80s | 339 | $0.10 | 370 | 1.08 | Routine | |
| Kimi K2.6 | Kimi | 256K | 5 | 31 | 77 | 79 | 45 | 2.88s | 35 | $0.39 | 115 | 0.018 | — |
| MiMo-V2-Pro | Xiaomi | 1M | 5 | — | 66 | — | 41 | — | — | — | — | — | — |
| GPT-5.1 (high) | OpenAI | 272K | 5 | 22 | 77 | 75 | 37 | 35.40s | 87 | $0.30 | 123 | 0.081 | — |
| Qwen3.8 2.4T A95B | Alibaba | 984K | 4 | 57 | 75 | — | 58 | 2.68s | 39 | $0.81 | 71.6 | 0.018 | NEWExpert Consultant |
| GLM-5.2 (max) | Z AI | 1M | 4 | 46 | 77 | — | 53 | 1.60s | 70 | $0.44 | 120 | 0.061 | Speed |
| G9v3-39A5B | AI9Stars | 131K | 4 | 33 | 62 | — | 34 | — | — | — | — | — | NEW |
| MiMo-V2.5-Pro | Xiaomi | 1M | 3 | 30 | 78 | — | 43 | 3.89s | 35 | $0.03 | 1433 | 0.443 | Routine |
| Qwen3.8 Max | Alibaba | 1M | 3 | 58 | 74 | 82 | 58 | 2.50s | 39 | $0.91 | 63.7 | 0.016 | NEWExpert Consultant |
| Inkling | Thinking Machines | 1M | 2 | 34 | 73 | 73 | 42 | 2.40s | 75 | $0.34 | 124 | 0.082 | — |
| Grok 4 | SpaceXAI | 256K | 2 | — | 67 | 69 | 34 | — | — | — | — | — | — |
| MiniMax-M2.7 | MiniMax | 205K | 1 | 26 | 75 | — | 39 | 1.59s | 64 | $0.08 | 488 | 0.262 | SpeedRoutine |
| DeepSeek V4 Pro 0813 (max) | DeepSeek | 1M | 1 | 50 | 75 | — | 53 | 1.65s | 80 | $0.27 | 196 | 0.113 | NEWSpeedRoutine |
| MiniMax-M3 | MiniMax | 1M | 1 | 36 | 80 | 79 | 45 | 1.35s | 90 | $0.14 | 321 | 0.245 | SpeedRoutine |
| GLM-5.1 | Z AI | 200K | 1 | 31 | 68 | — | 41 | 1.83s | 51 | $0.29 | 141 | 0.040 | SpeedRoutine |
| Qwen3.6 Plus | Alibaba | 1M | 1 | 29 | 72 | 78 | 40 | 2.07s | 56 | $0.36 | 111 | 0.025 | Speed |
| Qwen3.7 Plus | Alibaba | 1M | 1 | 21 | 69 | 80 | 39 | 2.13s | 57 | $0.17 | 229 | 0.127 | SpeedRoutine |