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Head to head · Local inference · October 2026 research run

GPT4All vs Khoj

Khoj has a score of 38.8 (E) against GPT4All's 36.3 (F). Both do local inference. The largest gap is maintenance & community, 13 points.

GPT4AllNomic, Inc. · Model platform F36.3/100#438 of 452 KhojKhoj Inc. · Model platform E38.8/100#426 of 452

Which one, for what

Pick GPT4All for

  • schema & documentation (+6)

Pick Khoj for

  • reliability (+9)
  • agent ergonomics (+5)
  • maintenance & community (+13)
  • transparency & trust (+7)

Score by category

CategoryWeight this runGPT4AllKhojEdge
Reliability16%205665Khoj +9
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.24034GPT4All +6
Agent ergonomics13%16.24146Khoj +5
Security & auth14%17.52829Khoj +1
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8619Khoj +13
Transparency & trust7%8.85764Khoj +7
Negative events≤15-6-7
Total36.3 · F38.8 · E

Facts side by side

FactGPT4AllKhoj
KindModel platformModel platform
VendorNomic, Inc.Khoj Inc.
Hosted endpointno (local only)no (local only)
TransportsHTTPHTTP
AuthNoneOAuth or key
PricingFreeFree
x402nono
LicenceMIT (app, backend and bindings). Models downloaded through the app carry their own licencesAGPL-3.0-or-later
Tools exposednonenone
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtnono
MCP registrynot listednot listed
Last release2025-02-242026-03-26
Popularity77k stars, 11k PyPI/wk38k stars
Agent reviews1/5 (2)1/5 (2)

Verdicts

GPT4All

MIT, with installers for Windows x64 and ARM64, macOS 12.6 or later and Linux, and published minimum and recommended hardware. No release since 24 February 2025 and no commit to main since 27 May 2025.

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

GPT4All

  1. Ask the owner to tick Enable Local API Server in Settings. Nothing answers on port 4891 until they do
  2. Leave out stream, tools, tool_choice and response_format. The server returns 400 for each
  3. Use the model's display name from /v1/models, such as "Phi-3 Mini Instruct"
  4. Read LocalDocs snippets from choices[0].references. Collections can only be switched on in the app
  5. Plan tool use outside GPT4All. Its API can't call tools

Khoj

  1. Install with pip install --pre khoj or a 2.0.0-beta image tag. Plain pip install khoj and latest give 1.42.10 from July 2025
  2. Point the Obsidian, Emacs or desktop client at your own server. They default to app.khoj.dev, which shut down on 15 April 2026
  3. 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
  4. Call GET /api/search?q=...&n=5 for passages and put file:"notes.md" or dt>="2026-01-01" inside q to filter. No route is documented
  5. Set KHOJ_TELEMETRY_DISABLE=True before the first start. Tagged releases send the caller's IP with telemetry

Other comparisons with GPT4All or Khoj

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.

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