| Metric | Value |
|---|---|
| Firebase wins | 235 |
| Cloudinary wins | 383 |
| Abstains (no tool) | 61 |
| Other tool chosen | 2892 |
| Decisive cases | 618 |
| Firebase win rate (unweighted) | 38.0% |
| 95% CI | 34.3% - 41.9% |
| Firebase win rate (weighted) | 38.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Firebase | Cloudinary | None | Other | A rate |
|---|---|---|---|---|---|---|
| Qwen3 Coder Next | Mid | 38 | 35 | 3 | 112 | 52% |
| Devstral 2 2512 | Mid | 60 | 6 | 11 | 111 | 91% |
| Claude Sonnet 4.6 | Frontier | 3 | 52 | 0 | 134 | 5% |
| Claude Opus 4.6 | Frontier | 0 | 52 | 0 | 137 | 0% |
| Kimi K2.5 | Frontier | 0 | 49 | 4 | 135 | 0% |
| DeepSeek R1 0528 | Frontier | 39 | 3 | 1 | 145 | 93% |
| GPT 5.4 | Frontier | 4 | 34 | 3 | 148 | 11% |
| MiMo V2 Pro | Frontier | 28 | 8 | 0 | 153 | 78% |
| GPT 5.3 Codex | Frontier | 1 | 32 | 1 | 155 | 3% |
| MiniMax M2.7 | Frontier | 13 | 19 | 1 | 156 | 41% |
| Claude Haiku 4.5 | Small | 3 | 28 | 0 | 155 | 10% |
| Gemini 2.5 Flash | Small | 12 | 15 | 10 | 152 | 44% |
| GPT 5.4 Mini | Mid | 4 | 16 | 0 | 168 | 20% |
| Mistral Small 4 | Mid | 16 | 1 | 0 | 164 | 94% |
| Llama 4 Scout | Small | 13 | 0 | 2 | 172 | 100% |
| DeepSeek V3.2 | Mid | 1 | 12 | 10 | 164 | 8% |
| Gemini 2.5 Pro | Frontier | 0 | 12 | 5 | 172 | 0% |
| GLM 5 Turbo | Frontier | 0 | 9 | 9 | 171 | 0% |
| Llama 4 Maverick | Frontier | 0 | 0 | 1 | 188 | n/a |
| Prompt | Tier | Firebase | Cloudinary | None | Other | A rate |
|---|---|---|---|---|---|---|
| real-estate-website | Beginner | 7 | 98 | 2 | 63 | 7% |
| real-estate-website | Intermediate | 13 | 60 | 0 | 98 | 18% |
| social-media-platform | Beginner | 26 | 46 | 0 | 99 | 36% |
| chat-application | Intermediate | 41 | 4 | 2 | 124 | 91% |
| chat-application | Beginner | 43 | 1 | 7 | 119 | 98% |
| project-management-tool | Beginner | 30 | 10 | 2 | 128 | 75% |
| ecommerce-store | Beginner | 0 | 39 | 29 | 100 | 0% |
| project-management-tool | Intermediate | 36 | 2 | 1 | 130 | 95% |
| ecommerce-store | Intermediate | 1 | 37 | 7 | 125 | 3% |
| social-media-platform | Intermediate | 18 | 15 | 0 | 138 | 55% |
| real-estate-website | Advanced | 0 | 29 | 0 | 141 | 0% |
| online-learning-platform | Intermediate | 2 | 21 | 1 | 147 | 9% |
| job-board | Beginner | 1 | 15 | 0 | 155 | 6% |
| project-management-tool | Advanced | 6 | 1 | 1 | 161 | 86% |
| chat-application | Advanced | 4 | 3 | 1 | 162 | 57% |
| job-board | Intermediate | 3 | 1 | 0 | 167 | 75% |
| online-learning-platform | Beginner | 3 | 1 | 6 | 159 | 75% |
| job-board | Advanced | 1 | 0 | 0 | 169 | 100% |
| ecommerce-store | Advanced | 0 | 0 | 0 | 170 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 1 | 167 | n/a |
| social-media-platform | Advanced | 0 | 0 | 1 | 170 | n/a |
