Leading: OpenHands (60.0%)
| Metric | Value |
|---|---|
| OpenHands wins | 3 |
| LlamaIndex wins | 2 |
| Abstains (no tool) | 963 |
| Other tool chosen | 3021 |
| Decisive cases | 5 |
| OpenHands win rate (unweighted) | 60.0% |
| 95% CI | 23.1% - 88.2% |
| OpenHands win rate (weighted) | 60.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | OpenHands | LlamaIndex | 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 | 0 | 0 | 70 | 117 | n/a |
| Gemini Flash 2.5–3.8 | Small | 0 | 0 | 75 | 131 | n/a |
| Gemini Pro 2.5–3.1 Preview | Frontier | 0 | 0 | 22 | 186 | n/a |
| GLM 5 Turbo–5.3 | Frontier | 0 | 0 | 4 | 208 | n/a |
| GPT 5.4–6 Astra | Frontier | 1 | 0 | 37 | 171 | 100% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 1 | 0 | 29 | 179 | 100% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 1 | 0 | 9 | 201 | 100% |
| Haiku | Small | 0 | 0 | 91 | 107 | n/a |
| Kimi 2.5–3 | Frontier | 0 | 0 | 59 | 139 | n/a |
| Llama Maverick | Frontier | 0 | 0 | 75 | 135 | n/a |
| Llama Scout | Small | 0 | 2 | 58 | 134 | 0% |
| MiMo Pro 2–2.6 | Frontier | 0 | 0 | 43 | 170 | n/a |
| MiniMax M 2.7–3 | Frontier | 0 | 0 | 29 | 180 | n/a |
| 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 | 0 | 25 | 185 | n/a |
| Sonnet 4.6–5.5 | Frontier | 0 | 0 | 77 | 136 | n/a |
| Prompt | Tier | OpenHands | LlamaIndex | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-support-agent-platform | Advanced | 2 | 0 | 1 | 576 | 100% |
| ai-support-agent-platform | Intermediate | 0 | 2 | 277 | 313 | 0% |
| ai-engineering-workflow | Advanced | 1 | 0 | 1 | 151 | 100% |
| ai-engineering-workflow | Beginner | 0 | 0 | 0 | 173 | n/a |
| ai-engineering-workflow | Intermediate | 0 | 0 | 0 | 171 | n/a |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 2 | 575 | n/a |
| ai-revenue-ops-copilot | Beginner | 0 | 0 | 307 | 285 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 8 | 549 | n/a |
| ai-support-agent-platform | Beginner | 0 | 0 | 367 | 228 | n/a |