| Metric | Value |
|---|---|
| Liveblocks wins | 213 |
| Socket.io wins | 238 |
| Abstains (no tool) | 52 |
| Other tool chosen | 4293 |
| Decisive cases | 451 |
| Liveblocks win rate (unweighted) | 47.2% |
| 95% CI | 42.7% - 51.8% |
| Liveblocks win rate (weighted) | 47.2% |
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 | 79 | 0 | 166 | 0% |
| Llama 4 Maverick | Frontier | 1 | 70 | 0 | 178 | 1% |
| Llama 4 Scout | Small | 1 | 46 | 0 | 201 | 2% |
| Kimi K2.5 | Frontier | 46 | 0 | 3 | 138 | 100% |
| Claude Opus 4.6 | Frontier | 39 | 7 | 0 | 143 | 85% |
| Gemini 2.5 Pro | Frontier | 22 | 0 | 0 | 230 | 100% |
| GLM 5 Turbo | Frontier | 19 | 0 | 3 | 167 | 100% |
| GPT 5.3 Codex | Frontier | 18 | 0 | 0 | 234 | 100% |
| MiniMax M2.7 | Frontier | 8 | 10 | 0 | 169 | 44% |
| DeepSeek V3.2 | Mid | 3 | 11 | 1 | 174 | 21% |
| GLM 5.2 | Frontier | 13 | 0 | 0 | 50 | 100% |
| Gemini 3.5 Flash | Small | 10 | 0 | 0 | 53 | 100% |
| Kimi K2.7 Code | Frontier | 5 | 5 | 0 | 53 | 50% |
| MiMo V2 Pro | Frontier | 3 | 5 | 0 | 180 | 38% |
| MiniMax M3 | Frontier | 5 | 2 | 0 | 56 | 71% |
| Claude Opus 4.8 | Frontier | 5 | 0 | 0 | 58 | 100% |
| DeepSeek V4 Pro | Frontier | 5 | 0 | 1 | 55 | 100% |
| GPT 5.4 | Frontier | 4 | 1 | 0 | 182 | 80% |
| GPT 5.5 | Frontier | 3 | 0 | 0 | 60 | 100% |
| GPT 5.4 Mini | Mid | 2 | 1 | 4 | 241 | 67% |
| MiMo V2.5 Pro | Frontier | 1 | 0 | 0 | 62 | 100% |
| DeepSeek R1 0528 | Frontier | 0 | 1 | 40 | 210 | 0% |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 252 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 0 | 61 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 0 | 234 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 0 | 189 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 0 | 247 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 0 | 250 | n/a |
| Prompt | Tier | Liveblocks | Socket.io | None | Other | A rate |
|---|---|---|---|---|---|---|
| project-management-tool | Advanced | 121 | 19 | 0 | 394 | 86% |
| project-management-tool | Intermediate | 76 | 33 | 3 | 422 | 70% |
| project-management-tool | Beginner | 16 | 78 | 7 | 434 | 17% |
| social-media-platform | Beginner | 0 | 31 | 22 | 474 | 0% |
| chat-application | Advanced | 0 | 30 | 1 | 500 | 0% |
| social-media-platform | Intermediate | 0 | 22 | 4 | 505 | 0% |
| chat-application | Intermediate | 0 | 17 | 8 | 511 | 0% |
| social-media-platform | Advanced | 0 | 5 | 3 | 526 | 0% |
| chat-application | Beginner | 0 | 3 | 4 | 527 | 0% |
