Silo-Bench - Level I (Aggregation): leaderboard
Metric: Success rate S (%): the share of agents whose submitted answer equals the generator's exact ground truth, averaged over the 10 Level I aggregation tasks (global maximum, voting, XOR checksum and the like) and all 18 configurations (team sizes 2, 5, 10, 20, 50 and 100 agents of one model, broadcast, peer-to-peer and shared-file-system protocols, each agent holding one shard of the input); higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 3 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | DeepSeek V3.1 | 62 | #260 |
| 2 | GPT-OSS-120B | 27.4 | #330 |
| 3 | Qwen 3 Next 80B A3B | 20.7 | #306 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=silo-bench-level-i-aggregation · How It Works · Data refreshed daily, snapshot 2026-10-11.