Odysseus vs Ollama vs LobeHub (formerly LobeChat)

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.

Odysseusodysseus-dev/odysseus

Ollamaollama/ollama

LobeHub (formerly LobeChat)lobehub/lobehub

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

Partly

Yes

Jobs covered

3 of 3 jobs

1 of 3 jobs

All 3

Popularity and activity (from GitHub)

Stars

94,080

184,074Top

83,366

—

Gain this week

Unknown

—

Signal

Building history

—

Commits / 4 wk

175

1,103Top

—

Latest release

Unknown

v0.40.6 · 2026-10-16

v2.2.20 · 2026-10-18Top

—

Commits / 12 wk

499

294

3,046

—

People committing / 12 mo

100+

36+

129+

—

Issues opened / closed, 30 days

177 / 94

201 / 125

103 / 52

—

Facts, with sources on each project page

Runs on my machine?Differs

Yes, self-hosted with Docker or natively; local models optional

Yes, installer or Docker; cloud models optional

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

Hosted by the vendor

Code licenceDiffers

AGPL-3.0-or-later (copyleft)

MIT

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

—

Model weights licenceDiffers

No separate model weights

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

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

—

Commercial useDiffers

Allowed under AGPL-3.0; modified versions offered over a network must share their source

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

Unmodified commercial use OK; distributing derivatives needs a paid licence

—

Paid services needed?Differs

None required if you run local models; paid model APIs optional

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

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

Subscription

HardwareDiffers

App is lightweight; local model serving depends on model, GPU and VRAM (NVIDIA and AMD Docker overlays; CPU-only works)

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

Not documented; depends on the model you run

—

Operating systemsDiffers

Docker on any host; native Linux, macOS (incl. Apple Silicon) and Windows

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

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

—

Setup effortDiffers

Medium, Docker Compose (or a Python 3.11+ native install)

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

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

—

Stars over time

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

Odysseus
Ollama
LobeHub (formerly LobeChat)

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.

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

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

- Odysseus: 94,080 GitHub stars, 499 commits in 12 weeks, licence AGPL-3.0-or-later (copyleft)
- Ollama: 184,074 GitHub stars, 294 commits in 12 weeks, licence MIT
- LobeHub (formerly LobeChat): 83,366 GitHub stars, 3,046 commits in 12 weeks, licence LobeHub Community License (Apache-2.0 + conditions); not OSI-approved

Where they differ:
- Runs on my machine?: Odysseus Yes, self-hosted with Docker or natively; local models optional; Ollama Yes, installer or Docker; cloud models optional; LobeHub (formerly LobeChat) Yes, self-hosted via Docker; desktop app also available
- Code licence: Odysseus AGPL-3.0-or-later (copyleft); Ollama MIT; LobeHub (formerly LobeChat) LobeHub Community License (Apache-2.0 + conditions); not OSI-approved
- Model weights licence: Odysseus No separate model weights; Ollama No bundled weights; each model you pull has its own licence; LobeHub (formerly LobeChat) No bundled weights; licence depends on the model or API you connect
- Commercial use: Odysseus Allowed under AGPL-3.0; modified versions offered over a network must share their source; Ollama Runner is MIT; commercial use of a model depends on that model's licence; LobeHub (formerly LobeChat) Unmodified commercial use OK; distributing derivatives needs a paid licence
- Paid services needed?: Odysseus None required if you run local models; paid model APIs optional; Ollama None for local use; Ollama Cloud plans optional (Pro $20/month); LobeHub (formerly LobeChat) Self-host guide requires an OpenAI key; local Ollama documented as alternative
- Hardware: Odysseus App is lightweight; local model serving depends on model, GPU and VRAM (NVIDIA and AMD Docker overlays; CPU-only works); Ollama Apple M-series or x86 (CPU only) on Mac; 4GB for Windows binary; RAM not stated; LobeHub (formerly LobeChat) Not documented; depends on the model you run
- Operating systems: Odysseus Docker on any host; native Linux, macOS (incl. Apple Silicon) and Windows; Ollama macOS 14+, Windows 10 22H2+, Linux, Docker; LobeHub (formerly LobeChat) Docker self-host; desktop app on Windows, macOS, some Linux distributions
- Setup effort: Odysseus Medium, Docker Compose (or a Python 3.11+ native install); Ollama Easy; one-line install script or installer, then ollama run; LobeHub (formerly LobeChat) Medium; setup script + docker compose, or one-click cloud deploy

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. odysseus-dev/odysseus ↗ollama/ollama ↗lobehub/lobehub ↗

Odysseus vs Ollama vs LobeHub (formerly LobeChat)

Stars over time

Notes for a video or post

Cookie preferences

Report a problem