Leading: Patronus AI (58.3%)
| Metric | Value |
|---|---|
| LangCheck wins | 5 |
| Patronus AI wins | 7 |
| Abstains (no tool) | 183 |
| Other tool chosen | 3627 |
| Decisive cases | 12 |
| LangCheck win rate (unweighted) | 41.7% |
| 95% CI | 19.3% - 68.0% |
| LangCheck win rate (weighted) | 41.7% |
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Verified critics can leave comments here.
| Model | Tier | LangCheck | Patronus AI | None | Other | A rate |
|---|---|---|---|---|---|---|
| Mistral Small 4 | Mid | 5 | 0 | 3 | 181 | 100% |
| MiMo V2 Pro | Frontier | 0 | 4 | 8 | 120 | 0% |
| Gemini 2.5 Pro | Frontier | 0 | 2 | 11 | 189 | 0% |
| GPT 5.4 | Frontier | 0 | 1 | 0 | 131 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 3 | 191 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 132 | n/a |
| Claude Opus 4.8 | Frontier | 0 | 0 | 6 | 65 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 6 | 198 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 9 | 195 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 22 | 106 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 4 | 67 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 2 | 70 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 14 | 163 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 1 | 126 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 7 | 65 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 19 | 113 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 0 | 72 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 0 | 204 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 8 | 193 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 2 | 70 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 3 | 116 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 1 | 70 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 12 | 177 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 20 | 165 | n/a |
| MiMo V2.5 Pro | Frontier | 0 | 0 | 8 | 63 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 5 | 124 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 5 | 67 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 4 | 194 | n/a |
| Prompt | Tier | LangCheck | Patronus AI | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Advanced | 3 | 4 | 3 | 504 | 43% |
| ai-support-agent-platform | Advanced | 0 | 2 | 5 | 520 | 0% |
| ai-agent-application | Beginner | 1 | 0 | 25 | 93 | 100% |
| ai-revenue-ops-copilot | Beginner | 1 | 0 | 11 | 514 | 100% |
| ai-support-agent-platform | Beginner | 0 | 1 | 73 | 453 | 0% |
| ai-agent-application | Advanced | 0 | 0 | 0 | 112 | n/a |
| ai-agent-application | Intermediate | 0 | 0 | 1 | 112 | n/a |
| ai-engineering-workflow | Advanced | 0 | 0 | 1 | 111 | n/a |
| ai-engineering-workflow | Beginner | 0 | 0 | 53 | 63 | n/a |
| ai-engineering-workflow | Intermediate | 0 | 0 | 1 | 111 | n/a |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 4 | 518 | n/a |
| ai-support-agent-platform | Intermediate | 0 | 0 | 6 | 516 | n/a |
