| Metric | Value |
|---|---|
| PubNub wins | 53 |
| Liveblocks wins | 153 |
| Abstains (no tool) | 41 |
| Other tool chosen | 3319 |
| Decisive cases | 206 |
| PubNub win rate (unweighted) | 25.7% |
| 95% CI | 20.2% - 32.1% |
| PubNub win rate (weighted) | 25.7% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | PubNub | Liveblocks | None | Other | A rate |
|---|---|---|---|---|---|---|
| Kimi K2.5 | Frontier | 0 | 45 | 5 | 137 | 0% |
| Claude Opus 4.6 | Frontier | 0 | 39 | 0 | 149 | 0% |
| Llama 4 Maverick | Frontier | 36 | 1 | 0 | 152 | 97% |
| GLM 5 Turbo | Frontier | 0 | 19 | 3 | 167 | 0% |
| Gemini 2.5 Pro | Frontier | 0 | 17 | 0 | 172 | 0% |
| Gemini 2.5 Flash | Small | 15 | 0 | 0 | 174 | 100% |
| GPT 5.3 Codex | Frontier | 0 | 13 | 0 | 176 | 0% |
| MiniMax M2.7 | Frontier | 0 | 9 | 0 | 178 | 0% |
| GPT 5.4 | Frontier | 0 | 4 | 0 | 182 | 0% |
| MiMo V2 Pro | Frontier | 0 | 3 | 0 | 185 | 0% |
| DeepSeek V3.2 | Mid | 0 | 2 | 1 | 186 | 0% |
| DeepSeek R1 0528 | Frontier | 1 | 0 | 30 | 157 | 100% |
| Devstral 2 2512 | Mid | 1 | 0 | 0 | 188 | 100% |
| GPT 5.4 Mini | Mid | 0 | 1 | 2 | 182 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 0 | 184 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 189 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 0 | 186 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 0 | 187 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 0 | 188 | n/a |
| Prompt | Tier | PubNub | Liveblocks | None | Other | A rate |
|---|---|---|---|---|---|---|
| project-management-tool | Advanced | 0 | 92 | 0 | 306 | 0% |
| project-management-tool | Intermediate | 0 | 49 | 3 | 344 | 0% |
| chat-application | Intermediate | 19 | 0 | 6 | 372 | 100% |
| project-management-tool | Beginner | 0 | 12 | 4 | 382 | 0% |
| chat-application | Beginner | 11 | 0 | 3 | 383 | 100% |
| chat-application | Advanced | 10 | 0 | 1 | 384 | 100% |
| social-media-platform | Intermediate | 7 | 0 | 4 | 385 | 100% |
| social-media-platform | Advanced | 6 | 0 | 3 | 389 | 100% |
| social-media-platform | Beginner | 0 | 0 | 17 | 374 | n/a |