WeKnora vs LobeHub (formerly LobeChat) vs Ollama

Side by side, as alternatives to ChatGPT Plus. Rows that differ are highlighted; the strongest value in a row is marked. Unknown means no source yet.

WeKnoraTencent/WeKnora

LobeHub (formerly LobeChat)lobehub/lobehub

Ollamaollama/ollama

ChatGPT Pluspaid product

Cost and coverage

Price

$0 software; you run it

Plus $20/month; Pro from $100/month source ↗

Chat assistant

Partly

Yes

Chat with your documents

Partly

Yes

Web search answers

Yes

Jobs covered

1 of 3 jobs

All 3

Popularity and activity (from GitHub)

Stars

34,870

83,366

184,074Top

—

Gain this week

Unknown

—

Signal

Building history

—

Commits / 4 wk

274

1,103Top

—

Latest release

v0.8.3 · 2026-10-14

v2.2.20 · 2026-10-18Top

v0.40.6 · 2026-10-16

—

Commits / 12 wk

976

3,046

294

—

People committing / 12 mo

99+

129+

36+

—

Issues opened / closed, 30 days

353 / 323

103 / 52

201 / 125

—

Facts, with sources on each project page

Runs on my machine?Differs

Yes, self-hosted via Docker Compose, Kubernetes or a single Lite binary

Yes, self-hosted via Docker; desktop app also available

Yes, installer or Docker; cloud models optional

Hosted by the vendor

Code licenceDiffers

MIT (third-party components keep their own licences; GitHub shows NOASSERTION)

LobeHub Community License (Apache-2.0 + conditions); not OSI-approved

MIT

—

Model weights licenceDiffers

No bundled chat weights; licence depends on the model you connect

No bundled weights; licence depends on the model or API you connect

No bundled weights; each model you pull has its own licence

—

Commercial useDiffers

Yes, MIT code; check third-party component and model licences

Unmodified commercial use OK; distributing derivatives needs a paid licence

Runner is MIT; commercial use of a model depends on that model's licence

—

Paid services needed?Differs

None required with local Ollama; paid model APIs, web search APIs and WeKnora Cloud optional

Self-host guide requires an OpenAI key; local Ollama documented as alternative

None for local use; Ollama Cloud plans optional (Pro $20/month)

Subscription

HardwareDiffers

Standard Docker deployment: 4-core CPU and 8 GB RAM to start, excluding Ollama model weights; x86 CPUs need x86-64-v2; disk scales with knowledge base

Docker Compose self-hosting: minimum 2 CPU cores, 4 GB RAM, 20 GB storage; production 4+ cores, 8+ GB RAM, 50+ GB storage

Apple M-series or x86 (CPU only) on Mac; 4GB for Windows binary; RAM not stated

—

Operating systemsDiffers

Official installation docs describe Docker/Kubernetes servers and a source-built macOS desktop app. Windows/Linux/macOS desktop build targets exist, but the docs warn that release installers are not published

Docker self-host; desktop app on Windows, macOS, some Linux distributions

macOS 14+, Windows 10 22H2+, Linux, Docker

—

Setup effortDiffers

Medium; Docker Compose with several services, then configure models in the web UI

Medium; setup script + docker compose, or one-click cloud deploy

Easy; one-line install script or installer, then ollama run

—

Stars over time

Switch to Growth % to compare projects of different sizes fairly.

WeKnora
LobeHub (formerly LobeChat)
Ollama

Focus a point, use arrow keys, or tap for its value.

Tracked daily since 15 Oct 2026. Dashed history: estimated from public records of when people starred the repo. Lines connect observations only; gaps contain no measured points.

Growth % starts at each project's first observed point in the shown range. Zero-star starts are unavailable.

Notes for a video or post

A plain summary with today's date and a link to the sources. Check each project page before you publish.

WeKnora vs LobeHub (formerly LobeChat) vs Ollama (as alternatives to ChatGPT Plus)
Figures from RepoQuarry, 21 Oct 2026. Sources: https://repoquarry.dev/compare?ids=weknora,lobehub,ollama&product=chatgpt-plus

ChatGPT Plus: Plus $20/month; Pro from $100/month
WeKnora: free software; does 1 of 3 ChatGPT Plus jobs
LobeHub (formerly LobeChat): free software; does 1 of 3 ChatGPT Plus jobs
Ollama: free software; does 1 of 3 ChatGPT Plus jobs

- WeKnora: 34,870 GitHub stars, 976 commits in 12 weeks, licence MIT (third-party components keep their own licences; GitHub shows NOASSERTION)
- LobeHub (formerly LobeChat): 83,366 GitHub stars, 3,046 commits in 12 weeks, licence LobeHub Community License (Apache-2.0 + conditions); not OSI-approved
- Ollama: 184,074 GitHub stars, 294 commits in 12 weeks, licence MIT

Where they differ:
- Runs on my machine?: WeKnora Yes, self-hosted via Docker Compose, Kubernetes or a single Lite binary; LobeHub (formerly LobeChat) Yes, self-hosted via Docker; desktop app also available; Ollama Yes, installer or Docker; cloud models optional
- Code licence: WeKnora MIT (third-party components keep their own licences; GitHub shows NOASSERTION); LobeHub (formerly LobeChat) LobeHub Community License (Apache-2.0 + conditions); not OSI-approved; Ollama MIT
- Model weights licence: WeKnora No bundled chat weights; licence depends on the model you connect; LobeHub (formerly LobeChat) No bundled weights; licence depends on the model or API you connect; Ollama No bundled weights; each model you pull has its own licence
- Commercial use: WeKnora Yes, MIT code; check third-party component and model licences; LobeHub (formerly LobeChat) Unmodified commercial use OK; distributing derivatives needs a paid licence; Ollama Runner is MIT; commercial use of a model depends on that model's licence
- Paid services needed?: WeKnora None required with local Ollama; paid model APIs, web search APIs and WeKnora Cloud optional; LobeHub (formerly LobeChat) Self-host guide requires an OpenAI key; local Ollama documented as alternative; Ollama None for local use; Ollama Cloud plans optional (Pro $20/month)
- Hardware: WeKnora Standard Docker deployment: 4-core CPU and 8 GB RAM to start, excluding Ollama model weights; x86 CPUs need x86-64-v2; disk scales with knowledge base; LobeHub (formerly LobeChat) Docker Compose self-hosting: minimum 2 CPU cores, 4 GB RAM, 20 GB storage; production 4+ cores, 8+ GB RAM, 50+ GB storage; Ollama Apple M-series or x86 (CPU only) on Mac; 4GB for Windows binary; RAM not stated
- Operating systems: WeKnora Official installation docs describe Docker/Kubernetes servers and a source-built macOS desktop app. Windows/Linux/macOS desktop build targets exist, but the docs warn that release installers are not published; LobeHub (formerly LobeChat) Docker self-host; desktop app on Windows, macOS, some Linux distributions; Ollama macOS 14+, Windows 10 22H2+, Linux, Docker
- Setup effort: WeKnora Medium; Docker Compose with several services, then configure models in the web UI; LobeHub (formerly LobeChat) Medium; setup script + docker compose, or one-click cloud deploy; Ollama Easy; one-line install script or installer, then ollama run

Stars show popularity, not quality. Check each project page before publishing.

Want share images and a ready video description? Open a project's creator kit.

Numbers: GitHub, fetched nightly. Facts: read from each project's own documentation, with the source on its page. How we check. Tencent/WeKnora ↗lobehub/lobehub ↗ollama/ollama ↗

WeKnora vs LobeHub (formerly LobeChat) vs Ollama

Stars over time

Notes for a video or post

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