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 Coding
Repository edits, bug fixes, unit-test reasoning and API usage.
| 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 |
| GMGemini 2.0 FlashGoogle · closed | $0.10/1M | $0.40/1M | 112ms | 1M | 83 | 2026-06-09 | Compare |
| QWQwen 2.5 72BAlibaba Cloud · open | $0.35/1M | $0.70/1M | 156ms | 128K | 81 | 2026-06-09 | Compare |
| DBDoubao ProVolcano Engine · closed | $0.11/1M | $0.22/1M | 141ms | 128K | 80 | 2026-06-09 | Compare |
| CHClaude 3 HaikuAnthropic · closed | $0.25/1M | $1.25/1M | 86ms | 200K | 80 | 2026-06-09 | Compare |
| QPQwen PlusAlibaba Cloud · closed | $0.20/1M | $0.60/1M | 136ms | 128K | 79 | 2026-06-09 | Compare |
| R1DeepSeek R1DeepSeek · closed | $0.55/1M | $2.19/1M | 224ms | 128K | 79 | 2026-06-09 | Compare |
| MSMistral SmallMistral AI · closed | $0.20/1M | $0.60/1M | 104ms | 32K | 79 | 2026-06-09 | Compare |
| 4NGPT-4.1 NanoOpenAI · closed | $0.10/1M | $0.40/1M | 68ms | 1M | 79 | 2026-06-09 | Compare |
| G4GPT-4oOpenAI · closed | $2.50/1M | $10.00/1M | 89ms | 128K | 78 | 2026-06-09 | Compare |
| KMKimi K2Moonshot AI · closed | $0.18/1M | $0.72/1M | 168ms | 200K | 78 | 2026-06-09 | Compare |
| MLMistral LargeMistral AI · closed | $2.00/1M | $6.00/1M | 132ms | 128K | 77 | 2026-06-09 | Compare |
| QTQwen TurboAlibaba Cloud · closed | $0.05/1M | $0.20/1M | 118ms | 1M | 77 | 2026-06-09 | Compare |
| C3Claude 3.5 SonnetAnthropic · closed | $3.00/1M | $15.00/1M | 95ms | 200K | 76 | 2026-06-09 | Compare |
| L3Llama 3.1 405BMeta · open | $1.79/1M | $1.79/1M | 210ms | 128K | 76 | 2026-06-09 | Compare |
| GPGemini 1.5 ProGoogle · closed | $1.25/1M | $5.00/1M | 178ms | 2M | 76 | 2026-06-09 | Compare |
| GAGLM-4 AirZhipu AI · closed | $0.10/1M | $0.10/1M | 132ms | 128K | 76 | 2026-06-09 | Compare |
| 70Llama 3.1 70BMeta · open | $0.88/1M | $0.88/1M | 172ms | 128K | 76 | 2026-06-09 | Compare |
| M1Moonshot v1 32KMoonshot AI · closed | $0.18/1M | $0.18/1M | 148ms | 32K | 76 | 2026-06-09 | Compare |
| MXMixtral 8x22BMistral AI · open | $0.90/1M | $0.90/1M | 142ms | 64K | 76 | 2026-06-09 | Compare |
| GLGLM-4 PlusZhipu AI · closed | $0.80/1M | $0.80/1M | 184ms | 128K | 75 | 2026-06-09 | Compare |
| DLDoubao LiteVolcano Engine · closed | $0.03/1M | $0.06/1M | 109ms | 32K | 75 | 2026-06-09 | Compare |
| G2Gemma 2 27BGoogle · open | $0.20/1M | $0.20/1M | 98ms | 8K | 75 | 2026-06-09 | Compare |
| ABMiniMax abab 6.5Volcano Engine · closed | $0.30/1M | $0.30/1M | 158ms | 245K | 75 | 2026-06-09 | Compare |
| 8BLlama 3.1 8BMeta · open | $0.05/1M | $0.05/1M | 74ms | 128K | 74 | 2026-06-09 | Compare |
| CMCommand RCohere · closed | $0.50/1M | $1.50/1M | 134ms | 128K | 74 | 2026-06-09 | Compare |
| YIYi LargeZhipu AI · closed | $0.50/1M | $0.50/1M | 162ms | 32K | 74 | 2026-06-09 | Compare |
| GXGrok 3xAI · closed | $3.00/1M | $15.00/1M | 102ms | 128K | 72 | 2026-06-09 | Compare |
| COClaude 3 OpusAnthropic · closed | $15.00/1M | $75.00/1M | 156ms | 200K | 70 | 2026-06-09 | Compare |
| CRCommand R+Cohere · closed | $2.50/1M | $10.00/1M | 146ms | 128K | 66 | 2026-06-09 | Compare |