| Metric | Value |
|---|---|
| Apollo GraphQL wins | 242 |
| Merge wins | 302 |
| Abstains (no tool) | 896 |
| Other tool chosen | 5139 |
| Decisive cases | 544 |
| Apollo GraphQL win rate (unweighted) | 44.5% |
| 95% CI | 40.4% - 48.7% |
| Apollo GraphQL win rate (weighted) | 44.5% |
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 | 30 | 251 | 51% |
| Llama 4 Maverick | Frontier | 62 | 0 | 17 | 265 | 100% |
| Kimi K2.5 | Frontier | 3 | 46 | 35 | 156 | 6% |
| GPT 5.3 Codex | Frontier | 7 | 34 | 17 | 297 | 17% |
| Claude Sonnet 4.6 | Frontier | 7 | 31 | 14 | 301 | 18% |
| MiMo V2 Pro | Frontier | 17 | 14 | 24 | 196 | 55% |
| GPT 5.4 | Frontier | 8 | 19 | 22 | 197 | 30% |
| Gemini 3.5 Flash | Small | 9 | 17 | 35 | 40 | 35% |
| GLM 5 Turbo | Frontier | 0 | 25 | 142 | 84 | 0% |
| Claude Haiku 4.5 | Small | 22 | 0 | 18 | 291 | 100% |
| MiniMax M3 | Frontier | 1 | 16 | 13 | 72 | 6% |
| Claude Opus 4.8 | Frontier | 7 | 8 | 36 | 52 | 47% |
| Kimi K2.7 Code | Frontier | 4 | 11 | 10 | 79 | 27% |
| GLM 5.2 | Frontier | 7 | 7 | 11 | 79 | 50% |
| MiMo V2.5 Pro | Frontier | 5 | 8 | 11 | 79 | 38% |
| GPT 5.5 | Frontier | 1 | 11 | 10 | 81 | 8% |
| GPT 5.4 Mini | Mid | 7 | 3 | 17 | 282 | 70% |
| DeepSeek V4 Pro | Frontier | 1 | 9 | 32 | 58 | 10% |
| DeepSeek V3.2 | Mid | 9 | 0 | 26 | 211 | 100% |
| Qwen3 Coder Next | Mid | 7 | 0 | 113 | 215 | 100% |
| Gemini 2.5 Flash | Small | 5 | 0 | 36 | 205 | 100% |
| MiniMax M2.7 | Frontier | 4 | 1 | 25 | 205 | 80% |
| DeepSeek V4 Flash | Mid | 3 | 2 | 14 | 76 | 60% |
| Mistral Small 4 | Mid | 4 | 0 | 12 | 306 | 100% |
| DeepSeek R1 0528 | Frontier | 2 | 2 | 84 | 266 | 50% |
| Devstral 2 2512 | Mid | 1 | 2 | 49 | 266 | 33% |
| Llama 4 Scout | Small | 1 | 0 | 30 | 291 | 100% |
| Claude Opus 4.6 | Frontier | 0 | 0 | 13 | 238 | n/a |
| Prompt | Tier | Apollo GraphQL | Merge | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Beginner | 1 | 164 | 26 | 303 | 1% |
| ai-revenue-ops-copilot | Intermediate | 3 | 90 | 97 | 317 | 3% |
| multi-tenant-crm | Beginner | 70 | 0 | 148 | 307 | 100% |
| multi-tenant-crm | Intermediate | 68 | 1 | 112 | 335 | 99% |
| full-stack-web-app | Advanced | 62 | 0 | 11 | 35 | 100% |
| ai-revenue-ops-copilot | Advanced | 4 | 47 | 90 | 367 | 8% |
| url-shortener | Beginner | 10 | 0 | 125 | 387 | 100% |
| weather-dashboard | Advanced | 10 | 0 | 6 | 499 | 100% |
| multi-tenant-crm | Advanced | 7 | 0 | 35 | 487 | 100% |
| url-shortener | Advanced | 4 | 0 | 43 | 474 | 100% |
| url-shortener | Intermediate | 3 | 0 | 93 | 426 | 100% |
| full-stack-web-app | Beginner | 0 | 0 | 74 | 61 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 35 | 73 | n/a |
| weather-dashboard | Beginner | 0 | 0 | 0 | 536 | n/a |
| weather-dashboard | Intermediate | 0 | 0 | 1 | 532 | n/a |
