| Metric | Value |
|---|---|
| Liveblocks wins | 146 |
| Socket.io wins | 168 |
| Abstains (no tool) | 40 |
| Other tool chosen | 3043 |
| Decisive cases | 314 |
| Liveblocks win rate (unweighted) | 46.5% |
| 95% CI | 41.1% - 52.0% |
| Liveblocks win rate (weighted) | 46.5% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Liveblocks | Socket.io | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | Small | 0 | 54 | 0 | 121 | 0% |
| Llama 4 Maverick | Frontier | 1 | 49 | 0 | 130 | 2% |
| Kimi K2.5 | Frontier | 43 | 0 | 5 | 130 | 100% |
| Claude Opus 4.6 | Frontier | 37 | 6 | 0 | 136 | 86% |
| Llama 4 Scout | Small | 0 | 33 | 0 | 145 | 0% |
| GLM 5 Turbo | Frontier | 18 | 0 | 3 | 159 | 100% |
| MiniMax M2.7 | Frontier | 8 | 10 | 0 | 160 | 44% |
| Gemini 2.5 Pro | Frontier | 16 | 0 | 0 | 164 | 100% |
| GPT 5.3 Codex | Frontier | 13 | 0 | 0 | 167 | 100% |
| DeepSeek V3.2 | Mid | 2 | 10 | 0 | 168 | 17% |
| MiMo V2 Pro | Frontier | 3 | 5 | 0 | 171 | 38% |
| GPT 5.4 | Frontier | 4 | 0 | 0 | 173 | 100% |
| GPT 5.4 Mini | Mid | 1 | 1 | 2 | 172 | 50% |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 180 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 30 | 149 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 0 | 180 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 0 | 180 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 0 | 179 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 0 | 179 | n/a |
| Prompt | Tier | Liveblocks | Socket.io | None | Other | A rate |
|---|---|---|---|---|---|---|
| project-management-tool | Advanced | 87 | 14 | 0 | 278 | 86% |
| project-management-tool | Intermediate | 47 | 22 | 3 | 305 | 68% |
| project-management-tool | Beginner | 12 | 57 | 4 | 306 | 17% |
| social-media-platform | Beginner | 0 | 23 | 17 | 333 | 0% |
| chat-application | Advanced | 0 | 22 | 1 | 353 | 0% |
| social-media-platform | Intermediate | 0 | 18 | 4 | 355 | 0% |
| chat-application | Intermediate | 0 | 8 | 5 | 365 | 0% |
| social-media-platform | Advanced | 0 | 3 | 3 | 373 | 0% |
| chat-application | Beginner | 0 | 1 | 3 | 375 | 0% |
