| Metric | Value |
|---|---|
| Sendbird wins | 23 |
| Redis wins | 60 |
| Abstains (no tool) | 77 |
| Other tool chosen | 6596 |
| Decisive cases | 83 |
| Sendbird win rate (unweighted) | 27.7% |
| 95% CI | 19.2% - 38.2% |
| Sendbird win rate (weighted) | 27.7% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Sendbird | Redis | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 0 | 0 | 2 | 351 | n/a |
| DeepSeek Pro 4–4 0813 | Frontier | 0 | 0 | 1 | 78 | n/a |
| DeepSeek R1 | Frontier | 0 | 0 | 51 | 302 | n/a |
| Devstral | Mid | 0 | 3 | 0 | 334 | 0% |
| Gemini Flash 2.5–3.8 | Small | 0 | 1 | 3 | 351 | 0% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 21 | 0 | 0 | 333 | 100% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 0 | 4 | 351 | n/a |
| GPT 5.4–6 Astra | Frontier | 0 | 3 | 0 | 348 | 0% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 0 | 0 | 0 | 354 | n/a |
| GPT Mini 5.4 Mini–6 Luna | Mid | 0 | 1 | 6 | 344 | 0% |
| Haiku | Small | 0 | 40 | 0 | 308 | 0% |
| Kimi 2.5–3 | Frontier | 0 | 0 | 5 | 347 | n/a |
| Llama Maverick | Frontier | 2 | 0 | 0 | 349 | 100% |
| Llama Scout | Small | 0 | 0 | 1 | 346 | n/a |
| MiMo Pro 2–2.6 | Frontier | 0 | 0 | 1 | 352 | n/a |
| MiniMax M 2.7–3 | Frontier | 0 | 1 | 2 | 349 | 0% |
| Mistral Small | Mid | 0 | 5 | 0 | 345 | 0% |
| Opus 4.6–5.5 | Frontier | 0 | 6 | 1 | 347 | 0% |
| Qwen Coder | Mid | 0 | 0 | 0 | 352 | n/a |
| Sonnet 4.6–5.5 | Frontier | 0 | 0 | 0 | 355 | n/a |
| Prompt | Tier | Sendbird | Redis | None | Other | A rate |
|---|---|---|---|---|---|---|
| social-media-platform | Advanced | 0 | 34 | 5 | 553 | 0% |
| chat-application | Beginner | 20 | 0 | 4 | 568 | 100% |
| social-media-platform | Advanced | 0 | 17 | 2 | 150 | 0% |
| chat-application | Advanced | 0 | 8 | 1 | 143 | 0% |
| chat-application | Advanced | 1 | 0 | 1 | 588 | 100% |
| chat-application | Intermediate | 1 | 0 | 9 | 584 | 100% |
| chat-application | Beginner | 1 | 0 | 3 | 163 | 100% |
| project-management-tool | Advanced | 0 | 1 | 0 | 149 | 0% |
| chat-application | Intermediate | 0 | 0 | 2 | 168 | n/a |
| project-management-tool | Beginner | 0 | 0 | 7 | 587 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 0 | 152 | n/a |
| project-management-tool | Advanced | 0 | 0 | 0 | 593 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 4 | 589 | n/a |
| project-management-tool | Beginner | 0 | 0 | 4 | 148 | n/a |
| social-media-platform | Beginner | 0 | 0 | 23 | 562 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 7 | 582 | n/a |
| social-media-platform | Beginner | 0 | 0 | 4 | 166 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 1 | 151 | n/a |
