| Metric | Value |
|---|---|
| Continue wins | 45 |
| OpenAI wins | 55 |
| Abstains (no tool) | 963 |
| Other tool chosen | 2926 |
| Decisive cases | 100 |
| Continue win rate (unweighted) | 45.0% |
| 95% CI | 35.6% - 54.8% |
| Continue win rate (weighted) | 45.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Continue | OpenAI | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 0 | 0 | 67 | 141 | n/a |
| DeepSeek Pro 4–4 0813 | Frontier | 0 | 0 | 13 | 68 | n/a |
| DeepSeek R1 | Frontier | 0 | 0 | 74 | 139 | n/a |
| Devstral | Mid | 42 | 1 | 70 | 74 | 98% |
| Gemini Flash 2.5–3.8 | Small | 0 | 0 | 75 | 131 | n/a |
| Gemini Pro 2.5–3.1 Preview | Frontier | 2 | 0 | 22 | 184 | 100% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 0 | 4 | 208 | n/a |
| GPT 5.4–6 Astra | Frontier | 0 | 1 | 37 | 171 | 0% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 0 | 0 | 29 | 180 | n/a |
| GPT Mini 5.4 Mini–6 Luna | Mid | 0 | 0 | 9 | 202 | n/a |
| Haiku | Small | 0 | 2 | 91 | 105 | 0% |
| Kimi 2.5–3 | Frontier | 0 | 0 | 59 | 139 | n/a |
| Llama Maverick | Frontier | 0 | 5 | 75 | 130 | 0% |
| Llama Scout | Small | 0 | 0 | 58 | 136 | n/a |
| MiMo Pro 2–2.6 | Frontier | 0 | 0 | 43 | 170 | n/a |
| MiniMax M 2.7–3 | Frontier | 1 | 0 | 29 | 179 | 100% |
| Mistral Small | Mid | 0 | 0 | 77 | 110 | n/a |
| Opus 4.6–5.5 | Frontier | 0 | 0 | 29 | 184 | n/a |
| Qwen Coder | Mid | 0 | 46 | 25 | 139 | 0% |
| Sonnet 4.6–5.5 | Frontier | 0 | 0 | 77 | 136 | n/a |
| Prompt | Tier | Continue | OpenAI | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Advanced | 11 | 23 | 8 | 515 | 32% |
| ai-support-agent-platform | Advanced | 24 | 5 | 1 | 549 | 83% |
| ai-revenue-ops-copilot | Intermediate | 10 | 12 | 2 | 553 | 45% |
| ai-revenue-ops-copilot | Beginner | 0 | 6 | 307 | 279 | 0% |
| ai-support-agent-platform | Beginner | 0 | 5 | 367 | 223 | 0% |
| ai-support-agent-platform | Intermediate | 0 | 4 | 277 | 311 | 0% |
| ai-engineering-workflow | Advanced | 0 | 0 | 1 | 152 | n/a |
| ai-engineering-workflow | Beginner | 0 | 0 | 0 | 173 | n/a |
| ai-engineering-workflow | Intermediate | 0 | 0 | 0 | 171 | n/a |
