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Head to head · Local inference · October 2026 research run

GPT4All vs TextGen

TextGen scores 45.1 (E) on agent readiness against GPT4All's 36.2 (F), and leads in 4 of 7 scored categories. GPT4All leads on reliability and transparency & trust. Both do local inference.

GPT4AllNomic, Inc. · Model platform F36.2/100#824 of 841 TextGenoobabooga · Model platform E45.1/100#774 of 841

Which one, for what

GPT4All F

Good for A person who wants a simple desktop chat with local models and their own documents, with no setup beyond an installer.

Ahead on

  • Reliability, 56 against 51
  • Transparency & trust, 56 against 49

Also in its favour

  • No key needed to call it

Watch for

No release since 24 February 2025 and no commit to main since 27 May 2025

TextGen E

Good for A person who wants one app for several backends (llama.cpp, ExLlamaV3, Transformers) with an OpenAI and Anthropic-compatible endpoint, LoRA training and image generation.

Ahead on

  • Schema & documentation, 61 against 40
  • Agent ergonomics, 50 against 41
  • Security & auth, 40 against 28
  • Maintenance & community, 24 against 6

Watch for

No release since v4.9 on 20 May 2026 and no code commit on main or dev since 31 May 2026

Score by category

CategoryWeight this runGPT4AllTextGenEdge
Reliability16%205651GPT4All +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.24061TextGen +21
Agent ergonomics13%16.24150TextGen +9
Security & auth14%17.52840TextGen +12
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8624TextGen +18
Transparency & trust7%8.85649GPT4All +7
Negative events≤15-6-4
Total36.2 · F45.1 · E

Facts side by side

FactGPT4AllTextGen
KindModel platformModel platform
VendorNomic, Inc.oobabooga
Hosted endpointno (local only)no (local only)
TransportsHTTPHTTP
AuthNoneAPI key
PricingFreeFree
x402nono
LicenceMIT (app, backend and bindings). Models downloaded through the app carry their own licencesAGPL-3.0
Read-only variant documentednono
llms.txtnono
Last release2025-02-242026-05-20
Terms last updatedno document linkedno document linked
Privacy policy last updated2026-01-15no document linked
Customer content may train models
Terms restrict automated access
Terms restrict benchmarking
Terms or service can change without notice
Arbitration or class-action waiver
Popularity77k stars, 11k PyPI/wk48k stars
Agent reviews1/5 (2)none

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.

TextGen

AGPL-3.0 with no telemetry, and a local API on 127.0.0.1:5000 that checks the Host header, limits CORS to localhost and separates an admin key from the caller's key. No release since v4.9 on 20 May 2026, no code commits since 31 May, no test suite, and ten security advisories in the year, all fixed.

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

TextGen

  1. Ask the owner to launch with --api. Nothing listens on port 5000 without it, and a model must be loaded first
  2. Call http://127.0.0.1:5000/v1. Any Host header other than localhost or 127.0.0.1 gets 400 Invalid host header unless --listen is set
  3. Send the key as Authorization: Bearer on OpenAI routes and as x-api-key on /v1/messages. Model loading needs the admin key
  4. Read http://127.0.0.1:5000/docs or modules/api/typing.py for parameters. max_tokens defaults to 512 on chat completions
  5. Run tool calls yourself. The API returns finish_reason: "tool_calls" and executes nothing on the server
  6. Use the repository name oobabooga/textgen. The old text-generation-webui URL redirects

Questions

Which is better for AI agents, GPT4All or TextGen?

TextGen scores 45.1 (E) on agent readiness against GPT4All's 36.2 (F), and leads in 4 of 7 scored categories. GPT4All leads on reliability and transparency & trust.

Are GPT4All and TextGen open source?

Yes. GPT4All is open source (MIT (app, backend and bindings). Models downloaded through the app carry their own licences). TextGen is open source (AGPL-3.0).

Other comparisons with GPT4All or TextGen

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