THOR Finding Triage - CW%: leaderboard

Nextron's THOR Finding Triage Benchmark asks models to triage 189 expert-labelled findings from THOR forensic scanner reports. CW% is the confidence-weighted classification score in percent; higher is better. The authors advise reading it with Balanced OTS and Critical Miss Rate; naive always-one-class baselines are excluded.

Metric: Confidence-weighted classification score (%). Source: nextron-labs.github.io. Saturation forecast: Around November 2027. 89 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.7 Flash72.5#24
2Gemini 3.5 Flash69.6#66
3Gemini 3.6 Flash68.7#57
4Gemini 3.1 Flash Lite67.8#200
5Gemini 3.8 Flash67.4#30
6Claude Opus 4.566.3#87
7Gemini 3.1 Pro (Preview)66.2#64
8Qwen 3.6 27B66.1#182
9Gemma 4 31B65.7#212
10Qwen 3.7 Max65.7#85
11Qwen 3.6 Max65.4#97
12GLM-5.165.3#109
13DeepSeek V4.1 Flash (1017)64.7#27
14GLM-564.2#149
15Kimi K2.7 Code64#95

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

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