| Metric | Value |
|---|---|
| Cursor wins | 288 |
| LangChain wins | 119 |
| Abstains (no tool) | 254 |
| Other tool chosen | 228 |
| Decisive cases | 407 |
| Cursor win rate (unweighted) | 70.8% |
| 95% CI | 66.2% - 75.0% |
| Cursor win rate (weighted) | 70.8% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Cursor | LangChain | None | Other | A rate |
|---|---|---|---|---|---|---|
| GLM 5 Turbo | Frontier | 48 | 0 | 0 | 0 | 100% |
| Claude Opus 4.6 | Frontier | 27 | 14 | 7 | 0 | 66% |
| GPT 5.4 Mini | Mid | 37 | 1 | 4 | 6 | 97% |
| GPT 5.3 Codex | Frontier | 31 | 0 | 9 | 8 | 100% |
| GPT 5.4 | Frontier | 31 | 0 | 9 | 5 | 100% |
| Claude Sonnet 4.6 | Frontier | 29 | 0 | 19 | 0 | 100% |
| DeepSeek V3.2 | Mid | 22 | 6 | 18 | 2 | 79% |
| MiniMax M2.7 | Frontier | 17 | 5 | 10 | 15 | 77% |
| MiMo V2 Pro | Frontier | 2 | 19 | 10 | 17 | 10% |
| Kimi K2.5 | Frontier | 20 | 0 | 21 | 3 | 100% |
| Qwen3 Coder Next | Mid | 1 | 17 | 6 | 23 | 6% |
| DeepSeek R1 0528 | Frontier | 0 | 17 | 18 | 13 | 0% |
| Gemini 2.5 Flash | Small | 0 | 17 | 22 | 9 | 0% |
| Mistral Small 4 | Mid | 13 | 0 | 20 | 8 | 100% |
| Llama 4 Maverick | Frontier | 0 | 12 | 20 | 16 | 0% |
| Devstral 2 2512 | Mid | 4 | 6 | 17 | 18 | 40% |
| Gemini 2.5 Pro | Frontier | 5 | 0 | 5 | 38 | 100% |
| Llama 4 Scout | Small | 0 | 5 | 16 | 26 | 0% |
| Claude Haiku 4.5 | Small | 1 | 0 | 23 | 21 | 100% |
| Prompt | Tier | Cursor | LangChain | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Advanced | 69 | 23 | 2 | 47 | 75% |
| ai-revenue-ops-copilot | Intermediate | 75 | 13 | 1 | 57 | 85% |
| ai-support-agent-platform | Advanced | 72 | 15 | 0 | 63 | 83% |
| ai-support-agent-platform | Intermediate | 22 | 30 | 75 | 24 | 42% |
| ai-revenue-ops-copilot | Beginner | 30 | 20 | 80 | 20 | 60% |
| ai-support-agent-platform | Beginner | 20 | 18 | 96 | 17 | 53% |
