| Metric | Value |
|---|---|
| Bubble wins | 1 |
| AI SDK wins | 1 |
| Abstains (no tool) | 348 |
| Other tool chosen | 27377 |
| Decisive cases | 2 |
| Bubble win rate (unweighted) | 50.0% |
| 95% CI | 9.5% - 90.5% |
| Bubble win rate (weighted) | 50.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Bubble | AI SDK | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Pro | Frontier | 1 | 0 | 17 | 1432 | 100% |
| MiniMax M2.7 | Frontier | 0 | 1 | 10 | 1148 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 6 | 1409 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 1167 | n/a |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 285 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 1 | 1451 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 9 | 1439 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 22 | 1140 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 5 | 277 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 1 | 283 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 30 | 1418 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 36 | 1128 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 0 | 284 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 53 | 1114 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 0 | 284 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 0 | 1449 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 1166 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 20 | 1422 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 0 | 285 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 24 | 1115 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 1 | 282 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 3 | 1449 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 51 | 1396 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 20 | 1146 | n/a |
| MiMo V2.5 Pro | Frontier | 0 | 0 | 1 | 283 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 285 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 10 | 1421 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 28 | 1419 | n/a |
| Prompt | Tier | Bubble | AI SDK | None | Other | A rate |
|---|---|---|---|---|---|---|
| job-board | Beginner | 1 | 0 | 1 | 516 | 100% |
| ai-revenue-ops-copilot | Advanced | 0 | 1 | 16 | 472 | 0% |
| ai-agent-application | Advanced | 0 | 0 | 1 | 99 | n/a |
| ai-agent-application | Beginner | 0 | 0 | 0 | 100 | n/a |
| ai-agent-application | Intermediate | 0 | 0 | 1 | 99 | n/a |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 2 | 506 | n/a |
| ai-revenue-ops-copilot | Beginner | 0 | 0 | 2 | 508 | n/a |
| ai-support-agent-platform | Beginner | 0 | 0 | 6 | 506 | n/a |
| ai-support-agent-platform | Intermediate | 0 | 0 | 2 | 515 | n/a |
| ai-support-agent-platform | Advanced | 0 | 0 | 2 | 505 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 1 | 18 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 0 | 19 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 2 | 17 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 6 | 507 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 1 | 515 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 1 | 515 | n/a |
| chat-application | Intermediate | 0 | 0 | 4 | 514 | n/a |
| chat-application | Intermediate | 0 | 0 | 3 | 16 | n/a |
| chat-application | Beginner | 0 | 0 | 0 | 19 | n/a |
| chat-application | Advanced | 0 | 0 | 1 | 18 | n/a |
| chat-application | Advanced | 0 | 0 | 16 | 501 | n/a |
| chat-application | Beginner | 0 | 0 | 0 | 514 | n/a |
| documentation-site | Intermediate | 0 | 0 | 15 | 501 | n/a |
| documentation-site | Intermediate | 0 | 0 | 1 | 18 | n/a |
| documentation-site | Advanced | 0 | 0 | 0 | 18 | n/a |
| documentation-site | Beginner | 0 | 0 | 1 | 18 | n/a |
| documentation-site | Advanced | 0 | 0 | 0 | 516 | n/a |
| documentation-site | Beginner | 0 | 0 | 12 | 506 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 3 | 515 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 0 | 19 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 21 | 495 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 1 | 18 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 2 | 17 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 5 | 512 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 19 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 0 | 19 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 0 | 19 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 1 | 517 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 4 | 508 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 5 | 509 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 0 | 96 | n/a |
| full-stack-web-app | Beginner | 0 | 0 | 0 | 100 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 0 | 100 | n/a |
| job-board | Beginner | 0 | 0 | 1 | 18 | n/a |
| job-board | Advanced | 0 | 0 | 1 | 18 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 19 | n/a |
| job-board | Intermediate | 0 | 0 | 1 | 517 | n/a |
| job-board | Advanced | 0 | 0 | 4 | 514 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 42 | 473 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 2 | 508 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 16 | 502 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 2 | 16 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 0 | 19 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 0 | 19 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 1 | 18 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 1 | 18 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 1 | 18 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 4 | 512 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 15 | 503 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 4 | 513 | n/a |
| project-management-tool | Advanced | 0 | 0 | 21 | 495 | n/a |
| project-management-tool | Beginner | 0 | 0 | 0 | 516 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 18 | n/a |
| project-management-tool | Beginner | 0 | 0 | 0 | 19 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 4 | 511 | n/a |
| project-management-tool | Advanced | 0 | 0 | 1 | 17 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 1 | 18 | n/a |
| real-estate-website | Advanced | 0 | 0 | 2 | 513 | n/a |
| real-estate-website | Beginner | 0 | 0 | 2 | 516 | n/a |
| real-estate-website | Advanced | 0 | 0 | 1 | 18 | n/a |
| real-estate-website | Beginner | 0 | 0 | 1 | 18 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 0 | 518 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 2 | 516 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 1 | 18 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 0 | 19 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 1 | 18 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 0 | 518 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 3 | 515 | n/a |
| saas-application | Beginner | 0 | 0 | 1 | 517 | n/a |
| saas-application | Advanced | 0 | 0 | 2 | 17 | n/a |
| saas-application | Intermediate | 0 | 0 | 0 | 19 | n/a |
| saas-application | Beginner | 0 | 0 | 0 | 19 | n/a |
| saas-application | Intermediate | 0 | 0 | 4 | 514 | n/a |
| saas-application | Advanced | 0 | 0 | 24 | 493 | n/a |
| social-media-platform | Beginner | 0 | 0 | 0 | 19 | n/a |
| social-media-platform | Advanced | 0 | 0 | 0 | 19 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 0 | 18 | n/a |
| social-media-platform | Beginner | 0 | 0 | 9 | 508 | n/a |
| social-media-platform | Advanced | 0 | 0 | 9 | 506 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 1 | 516 | n/a |
| url-shortener | Beginner | 0 | 0 | 6 | 512 | n/a |
| url-shortener | Advanced | 0 | 0 | 0 | 18 | n/a |
| url-shortener | Beginner | 0 | 0 | 0 | 19 | n/a |
| url-shortener | Intermediate | 0 | 0 | 0 | 19 | n/a |
| url-shortener | Advanced | 0 | 0 | 2 | 514 | n/a |
| url-shortener | Intermediate | 0 | 0 | 2 | 514 | n/a |
| weather-dashboard | Beginner | 0 | 0 | 2 | 17 | n/a |
| weather-dashboard | Intermediate | 0 | 0 | 5 | 14 | n/a |
| weather-dashboard | Advanced | 0 | 0 | 0 | 514 | n/a |
| weather-dashboard | Advanced | 0 | 0 | 1 | 18 | n/a |
| weather-dashboard | Beginner | 0 | 0 | 3 | 515 | n/a |
| weather-dashboard | Intermediate | 0 | 0 | 2 | 513 | n/a |
