Leading: Bitly (53.8%)
| Metric | Value |
|---|---|
| Amazon ECS wins | 6 |
| Bitly wins | 7 |
| Abstains (no tool) | 275 |
| Other tool chosen | 19954 |
| Decisive cases | 13 |
| Amazon ECS win rate (unweighted) | 46.2% |
| 95% CI | 23.2% - 70.9% |
| Amazon ECS win rate (weighted) | 46.2% |
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Verified critics can leave comments here.
| Model | Tier | Amazon ECS | Bitly | None | Other | A rate |
|---|---|---|---|---|---|---|
| GPT 5.3 Codex | Frontier | 4 | 0 | 0 | 1065 | 100% |
| Mistral Small 4 | Mid | 0 | 4 | 9 | 1043 | 0% |
| MiMo V2 Pro | Frontier | 0 | 3 | 18 | 1049 | 0% |
| DeepSeek R1 0528 | Frontier | 1 | 0 | 7 | 1060 | 100% |
| Llama 4 Scout | Small | 1 | 0 | 35 | 1032 | 100% |
| Claude Haiku 4.5 | Small | 0 | 0 | 1 | 1044 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 1071 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 1 | 1070 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 20 | 1046 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 19 | 1049 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 33 | 1035 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 14 | 1057 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 50 | 1021 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 1070 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 14 | 1049 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 22 | 1022 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 1 | 1070 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 8 | 1055 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 23 | 1046 | n/a |
| Prompt | Tier | Amazon ECS | Bitly | None | Other | A rate |
|---|---|---|---|---|---|---|
| url-shortener | Beginner | 0 | 7 | 5 | 387 | 0% |
| chat-application | Advanced | 1 | 0 | 13 | 384 | 100% |
| job-board | Advanced | 1 | 0 | 3 | 395 | 100% |
| online-learning-platform | Advanced | 1 | 0 | 4 | 392 | 100% |
| project-management-tool | Advanced | 1 | 0 | 21 | 375 | 100% |
| social-media-platform | Advanced | 1 | 0 | 8 | 388 | 100% |
| url-shortener | Advanced | 1 | 0 | 2 | 395 | 100% |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 2 | 388 | n/a |
| ai-revenue-ops-copilot | Beginner | 0 | 0 | 2 | 390 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 15 | 361 | n/a |
| ai-support-agent-platform | Beginner | 0 | 0 | 6 | 388 | n/a |
| ai-support-agent-platform | Intermediate | 0 | 0 | 2 | 396 | n/a |
| ai-support-agent-platform | Advanced | 0 | 0 | 2 | 387 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 6 | 391 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 1 | 396 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 1 | 396 | n/a |
| chat-application | Intermediate | 0 | 0 | 4 | 395 | n/a |
| chat-application | Beginner | 0 | 0 | 0 | 397 | n/a |
| documentation-site | Intermediate | 0 | 0 | 11 | 387 | n/a |
| documentation-site | Advanced | 0 | 0 | 0 | 397 | n/a |
| documentation-site | Beginner | 0 | 0 | 11 | 388 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 3 | 396 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 18 | 379 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 5 | 393 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 1 | 398 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 3 | 393 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 4 | 393 | n/a |
| job-board | Beginner | 0 | 0 | 1 | 398 | n/a |
| job-board | Intermediate | 0 | 0 | 1 | 398 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 34 | 364 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 2 | 390 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 15 | 384 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 15 | 384 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 3 | 395 | n/a |
| project-management-tool | Beginner | 0 | 0 | 0 | 398 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 4 | 392 | n/a |
| real-estate-website | Advanced | 0 | 0 | 2 | 395 | n/a |
| real-estate-website | Beginner | 0 | 0 | 2 | 397 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 0 | 399 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 1 | 398 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 0 | 399 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 3 | 396 | n/a |
| saas-application | Beginner | 0 | 0 | 1 | 398 | n/a |
| saas-application | Intermediate | 0 | 0 | 3 | 396 | n/a |
| saas-application | Advanced | 0 | 0 | 20 | 378 | n/a |
| social-media-platform | Beginner | 0 | 0 | 8 | 391 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 0 | 398 | n/a |
| url-shortener | Intermediate | 0 | 0 | 2 | 395 | n/a |
| weather-dashboard | Advanced | 0 | 0 | 0 | 395 | n/a |
| weather-dashboard | Beginner | 0 | 0 | 3 | 396 | n/a |
| weather-dashboard | Intermediate | 0 | 0 | 2 | 395 | n/a |