Leading: Slack (57.1%)
| Metric | Value |
|---|---|
| Braze wins | 3 |
| Slack wins | 4 |
| Abstains (no tool) | 89 |
| Other tool chosen | 4652 |
| Decisive cases | 7 |
| Braze win rate (unweighted) | 42.9% |
| 95% CI | 15.8% - 75.0% |
| Braze win rate (weighted) | 42.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Braze | Slack | None | Other | A rate |
|---|---|---|---|---|---|---|
| Mistral Small 4 | Mid | 0 | 4 | 0 | 243 | 0% |
| GPT 5.3 Codex | Frontier | 1 | 0 | 0 | 251 | 100% |
| GPT 5.4 | Frontier | 1 | 0 | 0 | 251 | 100% |
| GPT 5.4 Mini | Mid | 1 | 0 | 6 | 243 | 100% |
| Claude Haiku 4.5 | Small | 0 | 0 | 0 | 244 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 252 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 252 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 19 | 231 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 12 | 238 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 0 | 249 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 8 | 243 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 2 | 246 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 14 | 238 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 7 | 243 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 1 | 251 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 3 | 244 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 4 | 248 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 13 | 233 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 0 | 252 | n/a |
| Prompt | Tier | Braze | Slack | None | Other | A rate |
|---|---|---|---|---|---|---|
| project-management-tool | Beginner | 0 | 4 | 20 | 374 | 0% |
| social-media-platform | Advanced | 2 | 0 | 3 | 391 | 100% |
| social-media-platform | Intermediate | 1 | 0 | 0 | 396 | 100% |
| chat-application | Intermediate | 0 | 0 | 3 | 395 | n/a |
| chat-application | Advanced | 0 | 0 | 6 | 390 | n/a |
| chat-application | Beginner | 0 | 0 | 13 | 381 | n/a |
| project-management-tool | Advanced | 0 | 0 | 4 | 386 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 13 | 376 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 3 | 394 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 2 | 397 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 16 | 379 | n/a |
| social-media-platform | Beginner | 0 | 0 | 6 | 393 | n/a |