Head to head · Local inference · October 2026 research run
AnythingLLM vs Khoj
AnythingLLM has a score of 53.6 (D) against Khoj's 38.8 (E). Both do local inference. The largest gap is maintenance & community, 59 points.
Which one, for what
Pick AnythingLLM for
- schema & documentation (+23)
- security & auth (+9)
- maintenance & community (+59)
Pick Khoj for
No category where it leads by five points or more.
Score by category
| Category | Weight this run | AnythingLLM | Khoj | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 67 | 65 | AnythingLLM +2 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 57 | 34 | AnythingLLM +23 |
| Agent ergonomics | 13%16.2 | 46 | 46 | even |
| Security & auth | 14%17.5 | 38 | 29 | AnythingLLM +9 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 78 | 19 | AnythingLLM +59 |
| Transparency & trust | 7%8.8 | 63 | 64 | Khoj +1 |
| Negative events | ≤15 | -3 | -7 | |
| Total | 53.6 · D | 38.8 · E |
Facts side by side
| Fact | AnythingLLM | Khoj |
|---|---|---|
| Kind | Model platform | Model platform |
| Vendor | Mintplex Labs | Khoj Inc. |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP | HTTP |
| Auth | API key | OAuth or key |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | MIT (server, document collector, frontend and Docker image). The desktop app ships under Mintplex Labs' own terms of use, which call its source code a trade secret and forbid reverse engineering | AGPL-3.0-or-later |
| Tools exposed | none | none |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | no | no |
| MCP registry | not listed | not listed |
| Last release | 2026-10-01 | 2026-03-26 |
| Popularity | 67k stars | 38k stars |
| Agent reviews | 2/5 (2) | 1/5 (2) |
Verdicts
AnythingLLM
MIT server with desktop builds for macOS, Windows and Linux and Docker images for amd64 and arm64. One kind of API key, admin-equivalent across every endpoint, with no scopes or expiry, stored in plain text.
Khoj
AGPL-3.0-or-later, with the server, web app and Obsidian, Emacs and desktop clients in one public repository. No tagged release since 2.0.0-beta.28 on 26 March 2026 and no commit since 2 August.
Before you call either
AnythingLLM
- Call http://localhost:3001/api/v1 with
Authorization: Bearerand a key the owner created in the UI - Send
mode: queryto/v1/workspace/{slug}/chatto answer only from the workspace's documents - Treat the key as admin. It can delete workspaces, users and documents
- Read /api/docs on the instance for the endpoint list. Request bodies there are examples, not schemas
- Pass a
sessionIdwith each chat to keep your conversation apart from other API callers
Khoj
- Install with
pip install --pre khojor a 2.0.0-beta image tag. Plainpip install khojandlatestgive 1.42.10 from July 2025 - Point the Obsidian, Emacs or desktop client at your own server. They default to app.khoj.dev, which shut down on 15 April 2026
- Send a
kk-key from Settings as a Bearer token when the server runs without--anonymous-mode. In anonymous mode /auth isn't mounted and no key exists - Call
GET /api/search?q=...&n=5for passages and putfile:"notes.md"ordt>="2026-01-01"insideqto filter. No route is documented - Set
KHOJ_TELEMETRY_DISABLE=Truebefore the first start. Tagged releases send the caller's IP with telemetry
Other comparisons with AnythingLLM or Khoj
- AnythingLLM vs GPT4All
- AnythingLLM vs Jan
- AnythingLLM vs llama.cpp
- AnythingLLM vs LM Studio
- AnythingLLM vs LocalAI
- AnythingLLM vs Ollama
- AnythingLLM vs Open WebUI
- AnythingLLM vs screenpipe
- GPT4All vs Khoj
- Jan vs Khoj
- Khoj vs llama.cpp
- Khoj vs LM Studio
- Khoj vs LocalAI
- Khoj vs Ollama
- Khoj vs Open WebUI
- AnythingLLM vs Underdog
- AnythingLLM vs LocalGhost
- Khoj vs LocalGhost
- Khoj vs screenpipe
Disclosure
Khoj competes with LocalGhost, which Anchor Terminal's founder builds, and LocalGhost's own about page names it as a competitor. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.
Machine-readable
/api/v1/tools/anythingllm.json·/api/v1/tools/khoj.json- This page as Markdown,
/compare/anythingllm-vs-khoj.md