| Metric | Value |
|---|---|
| Apollo GraphQL wins | 179 |
| AWS wins | 184 |
| Abstains (no tool) | 881 |
| Other tool chosen | 4730 |
| Decisive cases | 363 |
| Apollo GraphQL win rate (unweighted) | 49.3% |
| 95% CI | 44.2% - 54.4% |
| Apollo GraphQL win rate (weighted) | 49.3% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Apollo GraphQL | AWS | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Maverick | Frontier | 55 | 2 | 16 | 249 | 96% |
| Gemini 2.5 Pro | Frontier | 32 | 20 | 33 | 237 | 62% |
| DeepSeek R1 0528 | Frontier | 1 | 45 | 80 | 197 | 2% |
| MiMo V2 Pro | Frontier | 19 | 24 | 38 | 227 | 44% |
| Llama 4 Scout | Small | 1 | 30 | 23 | 242 | 3% |
| Claude Haiku 4.5 | Small | 22 | 0 | 41 | 243 | 100% |
| GPT 5.3 Codex | Frontier | 1 | 19 | 22 | 280 | 5% |
| Gemini 2.5 Flash | Small | 5 | 14 | 52 | 231 | 26% |
| Qwen3 Coder Next | Mid | 2 | 14 | 101 | 193 | 13% |
| DeepSeek V3.2 | Mid | 12 | 3 | 36 | 251 | 80% |
| GPT 5.4 | Frontier | 9 | 5 | 38 | 251 | 64% |
| MiniMax M2.7 | Frontier | 6 | 4 | 40 | 240 | 60% |
| GPT 5.4 Mini | Mid | 5 | 2 | 21 | 262 | 71% |
| Kimi K2.5 | Frontier | 3 | 1 | 51 | 237 | 75% |
| Claude Opus 4.8 | Frontier | 1 | 0 | 6 | 8 | 100% |
| Claude Sonnet 4.6 | Frontier | 1 | 0 | 12 | 310 | 100% |
| Gemini 3.5 Flash | Small | 1 | 0 | 5 | 9 | 100% |
| GLM 5.2 | Frontier | 1 | 0 | 2 | 12 | 100% |
| MiMo V2.5 Pro | Frontier | 1 | 0 | 2 | 12 | 100% |
| Mistral Small 4 | Mid | 1 | 0 | 7 | 292 | 100% |
| GLM 5 Turbo | Frontier | 0 | 1 | 168 | 139 | 0% |
| Claude Opus 4.6 | Frontier | 0 | 0 | 17 | 291 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 3 | 11 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 6 | 8 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 55 | 259 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 1 | 14 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 2 | 13 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 3 | 12 | n/a |
| Prompt | Tier | Apollo GraphQL | AWS | None | Other | A rate |
|---|---|---|---|---|---|---|
| multi-tenant-crm | Advanced | 7 | 72 | 32 | 322 | 9% |
| url-shortener | Advanced | 4 | 74 | 38 | 314 | 5% |
| multi-tenant-crm | Beginner | 66 | 0 | 118 | 242 | 100% |
| multi-tenant-crm | Intermediate | 56 | 6 | 89 | 268 | 90% |
| multi-tenant-crm | Advanced | 4 | 13 | 9 | 69 | 24% |
| url-shortener | Beginner | 9 | 2 | 99 | 319 | 82% |
| full-stack-web-app | Advanced | 10 | 0 | 0 | 6 | 100% |
| url-shortener | Advanced | 0 | 9 | 15 | 69 | 0% |
| weather-dashboard | Advanced | 8 | 0 | 4 | 409 | 100% |
| ai-revenue-ops-copilot | Advanced | 2 | 3 | 75 | 331 | 40% |
| weather-dashboard | Advanced | 4 | 0 | 2 | 88 | 100% |
| multi-tenant-crm | Intermediate | 3 | 1 | 40 | 50 | 75% |
| url-shortener | Intermediate | 2 | 2 | 74 | 346 | 50% |
| url-shortener | Intermediate | 1 | 2 | 33 | 58 | 33% |
| ai-revenue-ops-copilot | Intermediate | 1 | 0 | 82 | 327 | 100% |
| ai-revenue-ops-copilot | Beginner | 1 | 0 | 24 | 372 | 100% |
| multi-tenant-crm | Beginner | 1 | 0 | 60 | 33 | 100% |
| full-stack-web-app | Beginner | 0 | 0 | 13 | 6 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 5 | 12 | n/a |
| url-shortener | Beginner | 0 | 0 | 66 | 29 | n/a |
| weather-dashboard | Beginner | 0 | 0 | 0 | 95 | n/a |
| weather-dashboard | Intermediate | 0 | 0 | 2 | 93 | n/a |
| weather-dashboard | Beginner | 0 | 0 | 0 | 438 | n/a |
| weather-dashboard | Intermediate | 0 | 0 | 1 | 434 | n/a |
