Themed ranking
Best for coding
Ranked by real coding-task usage share, weighted across nine real OpenRouter coding tags (file I/O, debugging, code review, and more).
As of August 9, 2026, DeepSeek: DeepSeek V4 Flash 0423 ranks #1 for best for coding at coding traffic share 27.4%.
- #1 DeepSeek: DeepSeek V4 Flash 0423 - Coding traffic share 27.4%
- #2 Z.ai: GLM 5.2 (batch) - Coding traffic share 13.7%
- #3 Xiaomi: MiMo-V2.5 - Coding traffic share 13.2%
- #4 OpenAI: GPT-5.6 Luna (batch) - Coding traffic share 11.1%
- #5 Tencent: Hy3 - Coding traffic share 9.4%
- #6 DeepSeek: DeepSeek V4 Pro - Coding traffic share 9.4%
- #7 Google: Gemini 3.6 Flash (batch) - Coding traffic share 4.3%
- #8 Poolside: Laguna S 2.1 (free) - Coding traffic share 3.6%
- #9 NVIDIA: Nemotron 3 Ultra (free) - Coding traffic share 2.2%
- #10 StepFun: Step 3.7 Flash - Coding traffic share 1.7%
| # | Model | Coding traffic share |
|---|---|---|
| 01 | DeepSeek: DeepSeek V4 Flash 0423 | 27.4% |
| 02 | Z.ai: GLM 5.2 (batch) | 13.7% |
| 03 | Xiaomi: MiMo-V2.5 | 13.2% |
| 04 | OpenAI: GPT-5.6 Luna (batch) | 11.1% |
| 05 | Tencent: Hy3 | 9.4% |
| 06 | DeepSeek: DeepSeek V4 Pro | 9.4% |
| 07 | Google: Gemini 3.6 Flash (batch) | 4.3% |
| 08 | Poolside: Laguna S 2.1 (free) | 3.6% |
| 09 | NVIDIA: Nemotron 3 Ultra (free) | 2.2% |
| 10 | StepFun: Step 3.7 Flash | 1.7% |
| 11 | Claude Opus 5 (batch) | 1.2% |
| 12 | MiniMax: MiniMax M3 (batch) | 1.0% |
| 13 | Anthropic: Claude Opus 4.7 (batch) | 0.6% |
| 14 | MoonshotAI: Kimi K3 | 0.4% |
| 15 | Anthropic: Claude Sonnet 5 (batch) | 0.3% |
| 16 | OpenAI: GPT-5.6 Terra (batch) | 0.3% |
| 17 | Z.ai: GLM 5 | 0.2% |
| 18 | Anthropic: Claude Haiku 4.5 (batch) | 0.1% |
Source: OpenRouter (openrouter.ai/rankings), as of August 9, 2026.
Benchmark scores: Artificial Analysis (artificialanalysis.ai) via OpenRouter (openrouter.ai/rankings).
Methodology: smophy.ai/benchmark/methodology
Token counts originate from each provider's own tokenizer and are not directly comparable across providers.