Sample data: Phase-1 sample snapshot. Official crawling and weekly benchmark jobs are not connected yet. All price, latency and score values validate the product structure only and must be replaced by traceable production data before launch.
Best LLMs for Reasoning
Multi-step logic, planning and hard instruction following.
| Model | Input | Output | TTFT | Context | Score | Updated | |
|---|---|---|---|---|---|---|---|
| DSDeepSeek V3DeepSeek · closed | $0.14/1M | $0.28/1M | 124ms | 128K | 85 | 2026-06-09 | Compare |
| 4MGPT-4.1 MiniOpenAI · closed | $0.40/1M | $1.60/1M | 92ms | 1M | 85 | 2026-06-09 | Compare |
| R1DeepSeek R1DeepSeek · closed | $0.55/1M | $2.19/1M | 224ms | 128K | 85 | 2026-06-09 | Compare |
| GMGemini 2.0 FlashGoogle · closed | $0.10/1M | $0.40/1M | 112ms | 1M | 84 | 2026-06-09 | Compare |
| G4GPT-4oOpenAI · closed | $2.50/1M | $10.00/1M | 89ms | 128K | 82 | 2026-06-09 | Compare |
| QWQwen 2.5 72BAlibaba Cloud · open | $0.35/1M | $0.70/1M | 156ms | 128K | 81 | 2026-06-09 | Compare |
| C3Claude 3.5 SonnetAnthropic · closed | $3.00/1M | $15.00/1M | 95ms | 200K | 81 | 2026-06-09 | Compare |
| DBDoubao ProVolcano Engine · closed | $0.11/1M | $0.22/1M | 141ms | 128K | 80 | 2026-06-09 | Compare |
| KMKimi K2Moonshot AI · closed | $0.18/1M | $0.72/1M | 168ms | 200K | 80 | 2026-06-09 | Compare |
| L3Llama 3.1 405BMeta · open | $1.79/1M | $1.79/1M | 210ms | 128K | 80 | 2026-06-09 | Compare |
| CHClaude 3 HaikuAnthropic · closed | $0.25/1M | $1.25/1M | 86ms | 200K | 80 | 2026-06-09 | Compare |
| GPGemini 1.5 ProGoogle · closed | $1.25/1M | $5.00/1M | 178ms | 2M | 80 | 2026-06-09 | Compare |
| QPQwen PlusAlibaba Cloud · closed | $0.20/1M | $0.60/1M | 136ms | 128K | 80 | 2026-06-09 | Compare |
| MLMistral LargeMistral AI · closed | $2.00/1M | $6.00/1M | 132ms | 128K | 79 | 2026-06-09 | Compare |
| GLGLM-4 PlusZhipu AI · closed | $0.80/1M | $0.80/1M | 184ms | 128K | 78 | 2026-06-09 | Compare |
| GXGrok 3xAI · closed | $3.00/1M | $15.00/1M | 102ms | 128K | 78 | 2026-06-09 | Compare |
| MSMistral SmallMistral AI · closed | $0.20/1M | $0.60/1M | 104ms | 32K | 78 | 2026-06-09 | Compare |
| 70Llama 3.1 70BMeta · open | $0.88/1M | $0.88/1M | 172ms | 128K | 78 | 2026-06-09 | Compare |
| ABMiniMax abab 6.5Volcano Engine · closed | $0.30/1M | $0.30/1M | 158ms | 245K | 78 | 2026-06-09 | Compare |
| M1Moonshot v1 32KMoonshot AI · closed | $0.18/1M | $0.18/1M | 148ms | 32K | 77 | 2026-06-09 | Compare |
| 4NGPT-4.1 NanoOpenAI · closed | $0.10/1M | $0.40/1M | 68ms | 1M | 77 | 2026-06-09 | Compare |
| COClaude 3 OpusAnthropic · closed | $15.00/1M | $75.00/1M | 156ms | 200K | 77 | 2026-06-09 | Compare |
| MXMixtral 8x22BMistral AI · open | $0.90/1M | $0.90/1M | 142ms | 64K | 77 | 2026-06-09 | Compare |
| QTQwen TurboAlibaba Cloud · closed | $0.05/1M | $0.20/1M | 118ms | 1M | 76 | 2026-06-09 | Compare |
| GAGLM-4 AirZhipu AI · closed | $0.10/1M | $0.10/1M | 132ms | 128K | 76 | 2026-06-09 | Compare |
| CMCommand RCohere · closed | $0.50/1M | $1.50/1M | 134ms | 128K | 75 | 2026-06-09 | Compare |
| YIYi LargeZhipu AI · closed | $0.50/1M | $0.50/1M | 162ms | 32K | 75 | 2026-06-09 | Compare |
| DLDoubao LiteVolcano Engine · closed | $0.03/1M | $0.06/1M | 109ms | 32K | 73 | 2026-06-09 | Compare |
| G2Gemma 2 27BGoogle · open | $0.20/1M | $0.20/1M | 98ms | 8K | 73 | 2026-06-09 | Compare |
| CRCommand R+Cohere · closed | $2.50/1M | $10.00/1M | 146ms | 128K | 71 | 2026-06-09 | Compare |
| 8BLlama 3.1 8BMeta · open | $0.05/1M | $0.05/1M | 74ms | 128K | 69 | 2026-06-09 | Compare |