LexRubric - Completeness: leaderboard

LexRubric (2026) scores open-ended answers to 649 Chinese legal questions from everyday legal consultation and judicial examination against expert-written atomic rubric items, each checked by an LLM judge. This board counts only the rubric items of the completeness dimension. The score rate is earned rubric points (negative items subtract) over the maximum positive score in percent, averaged over instances; higher is better.

Metric: Dimension score rate (%): points earned from expert-written atomic rubric items of the completeness dimension (weighted -10 to +10; negative items subtract) divided by the maximum positive score, averaged over instances; a Qwen3.6-27B judge checks each item, temperature 0.6, 16k output tokens; can fall below 0; higher is better (instances without a positive item in the dimension are left out). Source: arxiv.org. Saturation forecast: Around August 2027. 18 models tracked.

Top models

#ModelScoreOverall rank
1Kimi K2.673.85#178
2Qwen 3.6 Max Preview72.02#159
3Kimi K2.570.91#256
4Qwen 3 Max70.84#403
5Claude Sonnet 4.669.71#161
6GLM-5.165.15#179
7Qwen 3.5 397B A17B64.95#246
8GPT-5.263.94#176
9DeepSeek V4 Flash61.11#258
10DeepSeek R157.2#473
11GLM-554.98#260
12DeepSeek V4 Pro54.1#188
13DeepSeek V3.252.93#406

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=lexrubric-completeness · How It Works · Data refreshed daily, snapshot 2026-11-13.