| Metric | Value |
|---|---|
| Apollo GraphQL wins | 233 |
| Merge wins | 292 |
| Abstains (no tool) | 879 |
| Other tool chosen | 5124 |
| Decisive cases | 525 |
| Apollo GraphQL win rate (unweighted) | 44.4% |
| 95% CI | 40.2% - 48.7% |
| Apollo GraphQL win rate (weighted) | 44.4% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Apollo GraphQL | Merge | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Pro | Frontier | 38 | 36 | 29 | 249 | 51% |
| Llama 4 Maverick | Frontier | 62 | 0 | 16 | 265 | 100% |
| Kimi K2.5 | Frontier | 3 | 48 | 36 | 161 | 6% |
| GPT 5.3 Codex | Frontier | 6 | 34 | 16 | 296 | 15% |
| Claude Sonnet 4.6 | Frontier | 6 | 30 | 13 | 301 | 17% |
| MiMo V2 Pro | Frontier | 17 | 14 | 26 | 206 | 55% |
| GPT 5.4 | Frontier | 9 | 21 | 23 | 205 | 30% |
| GLM 5 Turbo | Frontier | 0 | 27 | 148 | 88 | 0% |
| Claude Haiku 4.5 | Small | 24 | 0 | 18 | 287 | 100% |
| Gemini 3.5 Flash | Small | 8 | 15 | 30 | 34 | 35% |
| Claude Opus 4.8 | Frontier | 6 | 7 | 30 | 45 | 46% |
| MiniMax M3 | Frontier | 0 | 13 | 12 | 63 | 0% |
| GLM 5.2 | Frontier | 6 | 5 | 9 | 70 | 55% |
| MiMo V2.5 Pro | Frontier | 4 | 7 | 9 | 69 | 36% |
| Kimi K2.7 Code | Frontier | 2 | 9 | 10 | 68 | 18% |
| GPT 5.5 | Frontier | 1 | 9 | 9 | 69 | 10% |
| DeepSeek V3.2 | Mid | 9 | 0 | 28 | 220 | 100% |
| GPT 5.4 Mini | Mid | 6 | 3 | 17 | 282 | 67% |
| Qwen3 Coder Next | Mid | 7 | 0 | 112 | 213 | 100% |
| DeepSeek V4 Pro | Frontier | 0 | 7 | 26 | 52 | 0% |
| MiniMax M2.7 | Frontier | 5 | 1 | 28 | 212 | 83% |
| Gemini 2.5 Flash | Small | 5 | 0 | 38 | 215 | 100% |
| DeepSeek R1 0528 | Frontier | 2 | 2 | 82 | 266 | 50% |
| DeepSeek V4 Flash | Mid | 2 | 2 | 13 | 65 | 50% |
| Mistral Small 4 | Mid | 3 | 0 | 11 | 305 | 100% |
| Devstral 2 2512 | Mid | 1 | 2 | 51 | 275 | 33% |
| Llama 4 Scout | Small | 1 | 0 | 26 | 293 | 100% |
| Claude Opus 4.6 | Frontier | 0 | 0 | 13 | 250 | n/a |
| Prompt | Tier | Apollo GraphQL | Merge | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Beginner | 1 | 159 | 27 | 305 | 1% |
| ai-revenue-ops-copilot | Intermediate | 3 | 87 | 96 | 321 | 3% |
| multi-tenant-crm | Beginner | 74 | 0 | 145 | 305 | 100% |
| multi-tenant-crm | Intermediate | 66 | 1 | 114 | 333 | 99% |
| full-stack-web-app | Advanced | 53 | 0 | 8 | 33 | 100% |
| ai-revenue-ops-copilot | Advanced | 3 | 45 | 92 | 366 | 6% |
| url-shortener | Beginner | 10 | 0 | 125 | 390 | 100% |
| weather-dashboard | Advanced | 10 | 0 | 6 | 500 | 100% |
| multi-tenant-crm | Advanced | 7 | 0 | 36 | 487 | 100% |
| url-shortener | Advanced | 4 | 0 | 44 | 473 | 100% |
| url-shortener | Intermediate | 2 | 0 | 94 | 424 | 100% |
| full-stack-web-app | Beginner | 0 | 0 | 63 | 54 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 28 | 65 | n/a |
| weather-dashboard | Beginner | 0 | 0 | 0 | 536 | n/a |
| weather-dashboard | Intermediate | 0 | 0 | 1 | 532 | n/a |
