| Metric | Value |
|---|---|
| Tomorrow.io wins | 90 |
| Airbyte wins | 95 |
| Abstains (no tool) | 569 |
| Other tool chosen | 3862 |
| Decisive cases | 185 |
| Tomorrow.io win rate (unweighted) | 48.6% |
| 95% CI | 41.5% - 55.8% |
| Tomorrow.io win rate (weighted) | 48.6% |
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 | 21 | 32 | 5 | 193 | 40% |
| GPT 5.3 Codex | Frontier | 6 | 29 | 9 | 206 | 17% |
| GPT 5.4 | Frontier | 21 | 13 | 21 | 192 | 62% |
| GPT 5.4 Mini | Mid | 14 | 1 | 12 | 196 | 93% |
| MiMo V2 Pro | Frontier | 0 | 14 | 26 | 211 | 0% |
| Gemini 2.5 Pro | Frontier | 8 | 1 | 16 | 225 | 89% |
| MiniMax M2.7 | Frontier | 8 | 1 | 27 | 198 | 89% |
| GLM 5 Turbo | Frontier | 5 | 1 | 141 | 104 | 83% |
| Kimi K2.5 | Frontier | 3 | 1 | 33 | 199 | 75% |
| Claude Opus 4.6 | Frontier | 2 | 0 | 11 | 239 | 100% |
| DeepSeek V3.2 | Mid | 2 | 0 | 27 | 216 | 100% |
| Devstral 2 2512 | Mid | 0 | 2 | 37 | 204 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 15 | 221 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 54 | 197 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 35 | 212 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 4 | 247 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 11 | 216 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 6 | 223 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 79 | 163 | n/a |
| Prompt | Tier | Tomorrow.io | Airbyte | None | Other | A rate |
|---|---|---|---|---|---|---|
| weather-dashboard | Advanced | 54 | 0 | 4 | 326 | 100% |
| ai-revenue-ops-copilot | Intermediate | 0 | 49 | 72 | 251 | 0% |
| ai-revenue-ops-copilot | Advanced | 0 | 44 | 68 | 262 | 0% |
| weather-dashboard | Beginner | 29 | 0 | 0 | 370 | 100% |
| weather-dashboard | Intermediate | 7 | 0 | 1 | 389 | 100% |
| ai-revenue-ops-copilot | Beginner | 0 | 2 | 24 | 335 | 0% |
| multi-tenant-crm | Beginner | 0 | 0 | 107 | 280 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 30 | 364 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 74 | 307 | n/a |
| url-shortener | Beginner | 0 | 0 | 88 | 302 | n/a |
| url-shortener | Advanced | 0 | 0 | 36 | 355 | n/a |
| url-shortener | Intermediate | 0 | 0 | 65 | 321 | n/a |