BALSAM - Text Classification: leaderboard
BALSAM Arabic benchmark (SDAIA/KSAA, dataset version 2), Text Classification category: sorting texts into predefined classes by meaning or attributes. The site's overall score blends LLM-judged generated answers with multiple-choice answers across the category's tasks; 0-100, higher is better.
Metric: Overall score (0-100, LLM-judged generation and multiple choice). Source: benchmarks.ksaa.gov.sa. Saturation forecast: Around 2034. 34 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.2 | 41.14 | #115 |
| 2 | GLM-5 (Thinking) | 40.62 | #149 (GLM-5) |
| 3 | Grok 4.1 Fast (Reasoning) | 40.51 | #227 (Grok 4.1 Fast) |
| 4 | Kimi K2 Instruct (0905) | 40.31 | #267 |
| 5 | Command A 03 2025 | 39.82 | #530 |
| 6 | Llama 3.3 70B Instruct | 39.46 | #541 |
| 7 | GPT-OSS-120B (Reasoning) | 39.35 | #346 (GPT-OSS-120B) |
| 8 | GLM-4.7 (Reasoning) | 39.28 | #202 (GLM-4.7) |
| 9 | DeepSeek V3.2 | 39.04 | #210 |
| 10 | AceGPT-v2-8B-Chat | 38.43 | #746 |
| 11 | Qwen 3 235B A22B | 37.86 | #323 |
| 12 | Llama 4 Maverick Instruct | 37.39 | #467 |
| 13 | Command-R+ | 37.24 | #869 |
| 14 | Claude Opus 4.5 | 37.17 | #87 |
| 15 | Nova Pro (v1) | 36.97 | #508 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=balsam-text-classification · How It Works · Data refreshed daily, snapshot 2026-11-05.