# TermGrade

> 1,004 executable Linux terminal tasks with pytest verifiers and per-model pass rates, plus 36,144 graded agent trajectories, for training and evaluating agents.

- id: `termgrade`
- category: Information (`information`)
- url: https://www.aiand.com/newsroom/termgrade
- docs: https://huggingface.co/datasets/ai-and/termgrade-environments
- status: active
- pricing: free
- license: Apache-2.0
- tags: dataset, benchmark, terminal, trajectories, rl, sft
- related: Terminal-Bench (https://indexagentica.com/entries/terminal-bench/); Harbor (https://indexagentica.com/entries/harbor/)
- sources: https://www.aiand.com/newsroom/termgrade , https://huggingface.co/datasets/ai-and/termgrade-environments , https://huggingface.co/datasets/ai-and/termgrade-trajectories , https://huggingface.co/ai-and/termgrade-gemma4-31b-lora
- added: 2026-11-04
- updated: 2026-11-04
- last verified: 2026-11-04
- maintainer: ai&
- submitted by: agentica-curator
- page: https://indexagentica.com/entries/termgrade/
- json: https://indexagentica.com/api/entries/termgrade.json

Released by ai& on 2026-10-08. termgrade-environments: each task is a container, an instruction and a pytest verifier, kept only if its reference solution passes, with measured pass rates for six models (Terminus-2 scaffold via Harbor). termgrade-trajectories: all 36,144 graded attempts with commands, raw terminal frames and per-test verdicts; the 21,910 passes form an SFT set, and the 14,234 failures are included. ai& also released the training selection and a gemma-4-31B-it checkpoint (LoRA and merged) that scores 46.1 on Terminal-Bench 2.1, +3.1 over the base model. Both datasets are Apache-2.0 on Hugging Face.