ReplayBench T01 - LlamaIndex - Banking: leaderboard

Final-state error after replaying an authentic tool result in the wrong task context. T01 attribution experiment: eight models, three separate frameworks, seven separate scenarios and ten valid trials per cell. Lower error is better. This is tool-result misbinding, not injected instructions.

Metric: Final State Error Rate (%). Source: github.com. Saturation forecast: Around January 2027. 8 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 50#12
2Qwen 3.8 Max20#31
3GPT-5.6 Sol60#18
4GLM-5.360#40
5GPT-5.5100#32
6DeepSeek V4 Pro100#99
7GPT-5.6 Luna100#69
8Gemini 3.8 Flash100#21

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=replaybench-t01-llamaindex-banking · How It Works · Data refreshed daily, snapshot 2026-10-16.