| Metric | Value |
|---|---|
| Cassandra wins | 30 |
| Redis wins | 36 |
| Abstains (no tool) | 530 |
| Other tool chosen | 17257 |
| Decisive cases | 66 |
| Cassandra win rate (unweighted) | 45.5% |
| 95% CI | 34.0% - 57.4% |
| Cassandra win rate (weighted) | 45.5% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Cassandra | Redis | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Maverick | Frontier | 30 | 0 | 70 | 838 | 100% |
| Claude Opus 4.6 | Frontier | 0 | 27 | 26 | 890 | 0% |
| MiniMax M2.7 | Frontier | 0 | 6 | 20 | 912 | 0% |
| Kimi K2.5 | Frontier | 0 | 3 | 17 | 901 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 0 | 934 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 945 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 26 | 916 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 65 | 878 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 119 | 826 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 58 | 885 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 36 | 908 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 31 | 914 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 3 | 940 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 8 | 935 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 9 | 934 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 9 | 930 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 21 | 923 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 3 | 917 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 9 | 931 | n/a |
| Prompt | Tier | Cassandra | Redis | None | Other | A rate |
|---|---|---|---|---|---|---|
| url-shortener | Advanced | 0 | 23 | 0 | 373 | 0% |
| social-media-platform | Advanced | 18 | 0 | 3 | 376 | 100% |
| url-shortener | Beginner | 0 | 13 | 10 | 376 | 0% |
| social-media-platform | Intermediate | 12 | 0 | 0 | 380 | 100% |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 4 | 387 | n/a |
| ai-revenue-ops-copilot | Beginner | 0 | 0 | 0 | 385 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 5 | 378 | n/a |
| ai-support-agent-platform | Beginner | 0 | 0 | 13 | 380 | n/a |
| ai-support-agent-platform | Intermediate | 0 | 0 | 4 | 393 | n/a |
| ai-support-agent-platform | Advanced | 0 | 0 | 2 | 391 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 1 | 398 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 134 | 264 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 52 | 347 | n/a |
| chat-application | Intermediate | 0 | 0 | 2 | 397 | n/a |
| chat-application | Advanced | 0 | 0 | 1 | 398 | n/a |
| chat-application | Beginner | 0 | 0 | 12 | 383 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 71 | 328 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 114 | 283 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 1 | 398 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 0 | 398 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 399 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 1 | 395 | n/a |
| job-board | Beginner | 0 | 0 | 0 | 399 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 399 | n/a |
| job-board | Advanced | 0 | 0 | 0 | 398 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 34 | 358 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 3 | 396 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 1 | 394 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 3 | 396 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 15 | 384 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 24 | 375 | n/a |
| project-management-tool | Beginner | 0 | 0 | 0 | 399 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 395 | n/a |
| project-management-tool | Advanced | 0 | 0 | 2 | 396 | n/a |
| real-estate-website | Beginner | 0 | 0 | 10 | 388 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 0 | 397 | n/a |
| real-estate-website | Advanced | 0 | 0 | 2 | 396 | 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 | 2 | 397 | n/a |
| saas-application | Beginner | 0 | 0 | 0 | 399 | n/a |
| saas-application | Intermediate | 0 | 0 | 0 | 397 | n/a |
| saas-application | Advanced | 0 | 0 | 2 | 393 | n/a |
| social-media-platform | Beginner | 0 | 0 | 0 | 399 | n/a |
| url-shortener | Intermediate | 0 | 0 | 0 | 398 | n/a |
