SAHM - Event-Cause QA: leaderboard

Metric: Judge score (0-10) on the 80 event-cause reasoning questions over Arabic financial reports of SAHM, an Arabic financial and Sharia-compliance benchmark, each answer graded against the gold answer by a Gemini 2.5 Flash judge with an additive rubric, greedy decoding, mean of three runs; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 20 models tracked.

Top models

#ModelScore
1Gemini 3 Flash (Preview)9.84
2GPT-59.68
3Claude Opus 4.59.68
4Claude Sonnet 4.59.34
5Claude Haiku 4.59.11
6Gemma 3 27B (IT)8.72
7GPT-4o8.31
8Qwen 2.5 72B Instruct8.1
9GPT-4o Mini7.96
10Fanar-1-9B-Instruct7.59
11Qwen 2.5 14B Instruct7.5
12Gemma 3 4B (IT)7.41
13Gemma 2 9B (IT)7.14
14ALLaM-7B-Instruct-preview6.89
15Llama 3.1 70B Instruct6.62

Interactive version: theaggregate.ai/benchmark?slug=sahm-event-cause-qa · How It Works · Data refreshed daily, snapshot 2026-10-07.