ALEM (Multi-Agent Coordination) — leaderboard
Metric: Total Achievement % (medium). Source: alem-world.github.io. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 18.6 |
| 2 | Gemma 4 31B | 10.1 |
| 3 | Qwen 3.6 35B A3B | 7.7 |
| 4 | GPT-5.4 | 7.4 |
| 5 | Qwen 3.5 122B A10B | 6.9 |
| 6 | Qwen 3.6 27B | 6.6 |
| 7 | Qwen 3.5 27B | 5.1 |
| 8 | Gemma 4 26B A4B | 4.9 |
| 9 | Qwen 3.5 9B | 3.6 |
| 10 | Qwen 3.5 35B A3B | 3.3 |
| 11 | Gemma 4 E4B | 2.7 |
| 12 | Llama 3.3 70B | 1.9 |
| 13 | Llama 3.1 8B | 0.8 |
Interactive version: aibenchmarks.dev/benchmark?slug=alem-multi-agent-coordination · How the rankings work · Data refreshed daily, snapshot 2026-07-16.