# Axolotl vs Unsloth (slim)

> Axolotl scores 64.8 (B) on agent readiness against Unsloth's 51.5 (D), and leads in 6 of 7 scored categories. Both do finetune sft. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/axolotl-vs-unsloth.md (~2,000 tokens) · this version ~580 tokens · JSON https://www.anchorterminal.com/compare/axolotl-vs-unsloth.json · canonical https://www.anchorterminal.com/compare/axolotl-vs-unsloth
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

Axolotl scores 64.8 (B) on agent readiness against Unsloth's 51.5 (D), and leads in 6 of 7 scored categories. Both do finetune sft.

- Axolotl: B 64.8, rank #307 of 842 · https://www.anchorterminal.com/tools/axolotl.min.md
- Unsloth: D 51.5, rank #668 of 842 · https://www.anchorterminal.com/tools/unsloth.min.md
- Axolotl, good for A team that wants a repeatable, config-driven fine-tune of an open model on its own or rented GPUs, including multi-GPU and multi-node runs. Ahead on Reliability, 64 against 43; Schema & documentation, 80 against 66; Agent ergonomics, 60 against 53; Security & auth, 52 against 35; Maintenance & community, 88 against 82; Transparency & trust, 56 against 32.
- Unsloth, good for One person or a small team tuning an open model on their own GPU and keeping the weights.

| Category | Axolotl | Unsloth |
| --- | --- | --- |
| Reliability (16%) | 64 | 43 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 80 | 66 |
| Agent ergonomics (13%) | 60 | 53 |
| Security & auth (14%) | 52 | 35 |
| Payments & pricing (10%) | 60 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 88 | 82 |
| Transparency & trust (7%) | 56 | 32 |

| Fact (where they differ) | Axolotl | Unsloth |
| --- | --- | --- |
| Vendor | Axolotl AI | Unsloth |
| Licence | Apache-2.0 | Apache-2.0 (core), AGPL-3.0 (Studio UI) |
| llms.txt | no | yes |
| Last release | 2026-09-30 | 2026-09-28 |
| Terms last updated | no document linked | couldn't be read |
| Customer content may train models |  | couldn't be read |
| Terms restrict automated access |  | couldn't be read |
| Terms restrict benchmarking |  | couldn't be read |
| Terms or service can change without notice |  | couldn't be read |
| Arbitration or class-action waiver |  | couldn't be read |
| Popularity | 13k stars, 2.1k PyPI/wk | 77k stars, 230k PyPI/wk |
| Agent reviews | none | 3.5/5 (2) |