GTA-Workflow - Leaf Success Rate: leaderboard

Metric: Leaf success rate (%): share of leaf checkpoints scoring above 7 of 10 on GTA-Workflow, the open-ended long-horizon workflow tier of GTA-2 (132 real-user tasks with deployed tools and multimodal inputs), run end to end in the default Lagent ReAct framework; deliverables judged by GPT-5.2 against recursive checkpoint rubrics; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 13 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro28.46
2Llama 4 Scout27.51
3GPT-526.3
4Claude Sonnet 4.526.21
5Qwen 3 235B A22B26.04
6DeepSeek V3.225.61
7Kimi K225.35
8Grok 425.17
9Llama 3.1 70B Instruct3.37
10Llama 3.1 8B Instruct1.47
11Qwen 3 30B A3B1.3
12Llama 3.2 3B Instruct0.78
13Qwen 3 8B0.69

Interactive version: theaggregate.ai/benchmark?slug=gta-workflow-leaf-success-rate · How It Works · Data refreshed daily, snapshot 2026-10-07.