Best for coding
Ranked by DeepSWE - agentic software-engineering tasks on real repositories.
Ranked by DeepSWE - agentic software-engineering tasks on real repositories. Source: Epoch AI. Variants (reasoning effort, batch) are folded into one row.
| # | Model | Capability | Reasoning | Coding | Context | $/M | Weights | Released |
|---|---|---|---|---|---|---|---|---|
| 1 | GLM 5.3Z.ai (Zhipu AI) | 155.6 | 90.9 | 69.0 | 1.31M | $2.15 | Open | 14 Aug 2026 |
| 2 | Kimi K3Moonshot AI | 157.7 | 93.1 | 68.5 | 1.05M | $6.00 | Open | 16 Jul 2026 |
| 3 | GLM 5.3 FlashZ.ai (Zhipu AI) | 151.9 | 90.2 | 63.4 | 1.31M | $0.24 | Open | 20 Aug 2026 |
| 4 | GLM 5.2Z.ai (Zhipu AI) | 151.8 | 91.9 | 43.8 | 1.05M | $1.51 | Open | 16 Jun 2026 |
| 5 | Kimi K2.7 CodeMoonshot AI | 150.0 | 87.9 | 30.5 | 262K | $1.32 | Open | 12 Jun 2026 |
— means no published score from that source yet · click a model for every benchmark with its source
New - awaiting independent evaluation
All new models →- Claude Sonnet 5.5Anthropic · 28 Sep 2026 · AA 56 · 1M · $4.00/M
- Qwen3.8 Max PrimeAlibaba (Qwen) · 23 Sep 2026 · 1M · $6.00/M
- GPT-6 SolOpenAI · 22 Sep 2026 · AA 47.5 · 1.05M · $4.00/M
- GPT-6 LunaOpenAI · 22 Sep 2026 · AA 37.3 · 1.05M · $0.20/M
- GPT-6 Sol ProOpenAI · 22 Sep 2026 · 1.05M · $4.00/M
- GPT-6 Luna ProOpenAI · 22 Sep 2026 · 1.05M · $0.20/M
- Claude Opus 5.5Anthropic · 22 Sep 2026 · AA 57.6 · 1M · $8.00/M
- Grok 4.7xAI · 21 Sep 2026 · AA 46.4 · 500K · $3.00/M
Not ranked until an independent evaluator (Epoch AI) publishes scores. We don't use vendor-reported benchmark claims for rankings.
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