# AstrBot vs LearnHarness (slim)

> LearnHarness and AstrBot score within a point of each other for self-hosted personal assistants, 59.3 and 59 out of 100. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/astrbot-vs-learnharness.md (~3,900 tokens) · this version ~530 tokens · JSON https://www.anchorterminal.com/compare/astrbot-vs-learnharness.json · canonical https://www.anchorterminal.com/compare/astrbot-vs-learnharness
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-30
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

LearnHarness and AstrBot score within a point of each other on agent readiness, 59.3 (C) and 59 (C). AstrBot leads on reliability and maintenance & community. Both do self-hosted personal assistants.

- AstrBot: C 59, rank #660 of 1239 · https://www.anchorterminal.com/tools/astrbot.min.md
- LearnHarness: C 59.3, rank #648 of 1239 · https://www.anchorterminal.com/tools/learnharness.min.md
- AstrBot, good for Someone who wants one self-run bot answering on QQ, Telegram, Slack, Discord, Lark or WeCom, in private or group chats, with scheduled tasks, a knowledge base and plugins. Ahead on Reliability, 81 against 56; Maintenance & community, 81 against 71.
- LearnHarness, good for A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains. Ahead on Agent ergonomics, 60 against 54; Security & auth, 52 against 44; Transparency & trust, 60 against 42. Also No key needed to call it.

| Category | AstrBot | LearnHarness |
| --- | --- | --- |
| Reliability (16%) | 81 | 56 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 62 | 63 |
| Agent ergonomics (13%) | 54 | 60 |
| Security & auth (14%) | 44 | 52 |
| Payments & pricing (10%) | 60 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 81 | 71 |
| Transparency & trust (7%) | 42 | 60 |

| Fact (where they differ) | AstrBot | LearnHarness |
| --- | --- | --- |
| Vendor | AstrBotDevs | Amos Blomqvist |
| Auth | OAuth or key | None |
| Licence | AGPL-3.0-or-later | AGPL-3.0-only |
| Last release | 2026-09-27 | 2026-10-29 |
| Terms last updated | 2026-01-12 | no date given |
| Popularity | 42k stars | 4.2k stars |