# AiSOC vs deer-flow

> Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.

| | AiSOC | deer-flow |
|---|---|---|
| Score | 79/100 | 86/100 ✓ |
| Rank in category | #7 of 78 in Security | #5 of 209 in AI Agents |
| GitHub stars | 4 850 | 84 583 ✓ |
| Stars, last 30 days | +2 486 ✓ | +1 662 |
| Stable releases, 12 months | 38 ✓ | 2 |
| Latest release | v20.2.1 · 28 Oct 2026 ✓ | v2.1.0 · 24 Sept 2026 |
| Setup | Advanced | Advanced |
| Official Docker image | Yes ✓ | No |
| License | MIT | MIT |
| Main language | Python | Python |

## Which one should you pick?

deer-flow scores 86/100 against 79/100 for AiSOC, so it is the safer default.

AiSOC ships more often: 38 stable releases in the past year, against 2 for deer-flow.

## Details

- [AiSOC](https://selfhost.directory/project/aisoc) (markdown: https://selfhost.directory/project/aisoc.md)
- [deer-flow](https://selfhost.directory/project/deer-flow) (markdown: https://selfhost.directory/project/deer-flow.md)

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Source: https://selfhost.directory/compare/aisoc-vs-deer-flow