| Metric | Value |
|---|---|
| Serper wins | 24 |
| SerpAPI wins | 42 |
| Abstains (no tool) | 1 |
| Other tool chosen | 231 |
| Decisive cases | 66 |
| Serper win rate (unweighted) | 36.4% |
| 95% CI | 25.8% - 48.4% |
| Serper win rate (weighted) | 36.4% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Serper | SerpAPI | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek R1 0528 | Frontier | 3 | 14 | 1 | 0 | 18% |
| Devstral 2 2512 | Mid | 0 | 13 | 0 | 0 | 0% |
| Llama 4 Scout | Small | 10 | 0 | 0 | 0 | 100% |
| Llama 4 Maverick | Frontier | 8 | 1 | 0 | 1 | 89% |
| Mistral Small 4 | Mid | 0 | 8 | 0 | 10 | 0% |
| MiMo V2.5 Pro | Frontier | 3 | 1 | 0 | 13 | 75% |
| Claude Haiku 4.5 | Small | 0 | 4 | 0 | 9 | 0% |
| DeepSeek V4 Pro | Frontier | 0 | 1 | 0 | 17 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 18 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 18 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 0 | 18 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 0 | 13 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 0 | 18 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 0 | 18 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 0 | 18 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 0 | 18 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 0 | 18 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 17 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 0 | 7 | n/a |
| Prompt | Tier | Serper | SerpAPI | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-agent-application | Intermediate | 7 | 19 | 1 | 72 | 27% |
| ai-agent-application | Advanced | 9 | 12 | 0 | 77 | 43% |
| ai-agent-application | Beginner | 8 | 11 | 0 | 82 | 42% |
