GABench - Open-Ended QA - Insight (Text-Paired Graphs): leaderboard
Metric: Task success rate (%; share of tasks whose final answer a DeepSeek-V4-Flash judge marks consistent with the verified ground truth; insight scenario-based open-ended graph questions (insight and prediction) with its 10 analysis tools on text-paired graphs (the HIV and PCBA molecule collections, 200 generated tasks per dataset and category); LLM agent in the OpenClaw harness, one run). Source: arxiv.org. Saturation forecast: Around May 2028. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GLM-5-Turbo | 14.29 |
| 2 | Gemini 3 Flash | 11.63 |
| 3 | DeepSeek V4 Pro | 10.81 |
| 4 | GPT-5 Mini | 10.11 |
| 5 | Qwen 3 235B A22B | 0.6 |
| 6 | GLM-4.5 Flash | 0.57 |
Interactive version: theaggregate.ai/benchmark?slug=gabench-open-ended-qa-insight-text-paired-graphs · How It Works · Data refreshed daily, snapshot 2026-09-29.