| Metric | Value |
|---|---|
| Modal wins | 23 |
| Teachable wins | 24 |
| Abstains (no tool) | 275 |
| Other tool chosen | 19920 |
| Decisive cases | 47 |
| Modal win rate (unweighted) | 48.9% |
| 95% CI | 35.3% - 62.8% |
| Modal win rate (weighted) | 48.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Modal | Teachable | None | Other | A rate |
|---|---|---|---|---|---|---|
| Kimi K2.5 | Frontier | 13 | 0 | 22 | 1009 | 100% |
| Devstral 2 2512 | Mid | 0 | 12 | 19 | 1037 | 0% |
| MiniMax M2.7 | Frontier | 8 | 0 | 8 | 1047 | 100% |
| Mistral Small 4 | Mid | 0 | 8 | 9 | 1039 | 0% |
| DeepSeek V3.2 | Mid | 0 | 4 | 20 | 1042 | 0% |
| Claude Haiku 4.5 | Small | 2 | 0 | 1 | 1042 | 100% |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 1071 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 1 | 1070 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 7 | 1061 | 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 5.3 Codex | Frontier | 0 | 0 | 0 | 1069 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 1070 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 14 | 1049 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 1 | 1070 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 35 | 1033 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 18 | 1052 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 23 | 1046 | n/a |
| Prompt | Tier | Modal | Teachable | None | Other | A rate |
|---|---|---|---|---|---|---|
| online-learning-platform | Beginner | 0 | 24 | 3 | 371 | 0% |
| ai-revenue-ops-copilot | Advanced | 16 | 0 | 15 | 345 | 100% |
| ai-revenue-ops-copilot | Intermediate | 5 | 0 | 2 | 383 | 100% |
| ai-revenue-ops-copilot | Beginner | 1 | 0 | 2 | 389 | 100% |
| ai-support-agent-platform | Advanced | 1 | 0 | 2 | 386 | 100% |
| ai-support-agent-platform | Beginner | 0 | 0 | 6 | 388 | n/a |
| ai-support-agent-platform | Intermediate | 0 | 0 | 2 | 396 | 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 | Advanced | 0 | 0 | 13 | 385 | 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 |
| job-board | Advanced | 0 | 0 | 3 | 396 | 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 | Advanced | 0 | 0 | 4 | 393 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 15 | 384 | n/a |
| project-management-tool | Advanced | 0 | 0 | 21 | 376 | 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 | Advanced | 0 | 0 | 8 | 389 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 0 | 398 | n/a |
| url-shortener | Beginner | 0 | 0 | 5 | 394 | n/a |
| url-shortener | Advanced | 0 | 0 | 2 | 396 | 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 |
