| Metric | Value |
|---|---|
| Tomorrow.io wins | 123 |
| Airbyte wins | 134 |
| Abstains (no tool) | 879 |
| Other tool chosen | 5392 |
| Decisive cases | 257 |
| Tomorrow.io win rate (unweighted) | 47.9% |
| 95% CI | 41.8% - 54.0% |
| Tomorrow.io win rate (weighted) | 47.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Tomorrow.io | Airbyte | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Sonnet 4.6 | Frontier | 32 | 43 | 13 | 262 | 43% |
| GPT 5.3 Codex | Frontier | 11 | 42 | 16 | 283 | 21% |
| GPT 5.4 | Frontier | 21 | 14 | 23 | 200 | 60% |
| GPT 5.4 Mini | Mid | 19 | 3 | 17 | 269 | 86% |
| MiMo V2 Pro | Frontier | 0 | 15 | 26 | 222 | 0% |
| Gemini 2.5 Pro | Frontier | 9 | 2 | 29 | 312 | 82% |
| MiniMax M2.7 | Frontier | 8 | 1 | 28 | 209 | 89% |
| GPT 5.5 | Frontier | 6 | 0 | 9 | 73 | 100% |
| GLM 5 Turbo | Frontier | 5 | 1 | 148 | 109 | 83% |
| Kimi K2.5 | Frontier | 3 | 2 | 36 | 207 | 60% |
| DeepSeek V4 Flash | Mid | 0 | 3 | 13 | 66 | 0% |
| GLM 5.2 | Frontier | 0 | 3 | 9 | 78 | 0% |
| MiMo V2.5 Pro | Frontier | 0 | 3 | 9 | 77 | 0% |
| Claude Opus 4.6 | Frontier | 2 | 0 | 13 | 248 | 100% |
| DeepSeek V3.2 | Mid | 2 | 0 | 28 | 227 | 100% |
| Gemini 3.5 Flash | Small | 2 | 0 | 30 | 55 | 100% |
| Kimi K2.7 Code | Frontier | 2 | 0 | 10 | 77 | 100% |
| Devstral 2 2512 | Mid | 0 | 2 | 51 | 276 | 0% |
| MiniMax M3 | Frontier | 1 | 0 | 12 | 75 | 100% |
| Claude Haiku 4.5 | Small | 0 | 0 | 18 | 311 | n/a |
| Claude Opus 4.8 | Frontier | 0 | 0 | 30 | 58 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 82 | 270 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 26 | 59 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 38 | 220 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 16 | 327 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 26 | 294 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 11 | 308 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 112 | 220 | n/a |
| Prompt | Tier | Tomorrow.io | Airbyte | None | Other | A rate |
|---|---|---|---|---|---|---|
| weather-dashboard | Advanced | 79 | 0 | 6 | 431 | 100% |
| ai-revenue-ops-copilot | Advanced | 0 | 67 | 92 | 347 | 0% |
| ai-revenue-ops-copilot | Intermediate | 0 | 64 | 96 | 347 | 0% |
| weather-dashboard | Beginner | 37 | 0 | 0 | 499 | 100% |
| weather-dashboard | Intermediate | 7 | 0 | 1 | 525 | 100% |
| ai-revenue-ops-copilot | Beginner | 0 | 3 | 27 | 462 | 0% |
| full-stack-web-app | Advanced | 0 | 0 | 8 | 86 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 28 | 65 | n/a |
| full-stack-web-app | Beginner | 0 | 0 | 63 | 54 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 145 | 379 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 36 | 494 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 114 | 400 | n/a |
| url-shortener | Beginner | 0 | 0 | 125 | 400 | n/a |
| url-shortener | Advanced | 0 | 0 | 44 | 477 | n/a |
| url-shortener | Intermediate | 0 | 0 | 94 | 426 | n/a |
