AgentCollabBench - RTD: leaderboard

Survival of marked information through the collaboration chain. Four-backbone diagnostic protocol over 900 human-validated collaboration tasks; Table 9 reports percentages with standard errors. Judge: DeepSeek V4 Flash. Mean scores, not confidence intervals. This series reports Radioactive Tracer Durability (%). Source: https://arxiv.org/html/2605.08647v1.

Metric: Radioactive Tracer Durability (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3.5 35B A3B94#268
2Gemini 2.5 Flash Lite84.5#432
3GPT-4.1 Mini80.3#363
4Llama 3.1 8B Instruct62.6#1017

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=agentcollabbench-rtd · How It Works · Data refreshed daily, snapshot 2026-11-05.