| Metric | Value |
|---|---|
| Google BigQuery wins | 47 |
| Hex wins | 53 |
| Abstains (no tool) | 344 |
| Other tool chosen | 5187 |
| Decisive cases | 100 |
| Google BigQuery win rate (unweighted) | 47.0% |
| 95% CI | 37.5% - 56.7% |
| Google BigQuery win rate (weighted) | 47.0% |
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| Model | Tier | Google BigQuery | Hex | None | Other | A rate |
|---|---|---|---|---|---|---|
| Mistral Small 4 | Mid | 0 | 25 | 2 | 259 | 0% |
| Llama 4 Maverick | Frontier | 15 | 1 | 0 | 283 | 94% |
| GPT 5.3 Codex | Frontier | 12 | 0 | 1 | 286 | 100% |
| Kimi K2.5 | Frontier | 0 | 8 | 20 | 254 | 0% |
| GPT 5.4 | Frontier | 2 | 5 | 0 | 290 | 29% |
| Qwen3 Coder Next | Mid | 6 | 0 | 5 | 289 | 100% |
| Devstral 2 2512 | Mid | 0 | 6 | 0 | 292 | 0% |
| DeepSeek R1 0528 | Frontier | 5 | 0 | 106 | 187 | 100% |
| Claude Opus 4.6 | Frontier | 0 | 4 | 1 | 295 | 0% |
| MiniMax M2.7 | Frontier | 0 | 4 | 31 | 254 | 0% |
| GPT 5.4 Mini | Mid | 3 | 0 | 5 | 292 | 100% |
| Gemini 2.5 Pro | Frontier | 2 | 0 | 22 | 274 | 100% |
| MiMo V2 Pro | Frontier | 2 | 0 | 22 | 276 | 100% |
| Claude Haiku 4.5 | Small | 0 | 0 | 4 | 287 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 1 | 299 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 25 | 273 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 21 | 276 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 59 | 241 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 19 | 280 | n/a |
| Prompt | Tier | Google BigQuery | Hex | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Advanced | 6 | 34 | 14 | 305 | 15% |
| multi-tenant-crm | Advanced | 27 | 0 | 28 | 325 | 100% |
| ai-revenue-ops-copilot | Beginner | 0 | 14 | 5 | 347 | 0% |
| fitness-tracking-app | Advanced | 9 | 0 | 8 | 356 | 100% |
| url-shortener | Advanced | 5 | 0 | 4 | 367 | 100% |
| ai-revenue-ops-copilot | Intermediate | 0 | 5 | 3 | 365 | 0% |
| fitness-tracking-app | Intermediate | 0 | 0 | 10 | 370 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 1 | 378 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 33 | 345 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 27 | 346 | n/a |
| saas-application | Beginner | 0 | 0 | 13 | 367 | n/a |
| saas-application | Intermediate | 0 | 0 | 44 | 334 | n/a |
| saas-application | Advanced | 0 | 0 | 24 | 355 | n/a |
| url-shortener | Beginner | 0 | 0 | 79 | 300 | n/a |
| url-shortener | Intermediate | 0 | 0 | 51 | 327 | n/a |