AI agents comparison
Open WebUI vs Cherry Studio: 2026 comparison
Across 11 comparable criteria, Open WebUI wins 5, Cherry Studio wins 5, with 1 ties. Open WebUI leads on popularity (github stars), activity over a year, and interfaces; Cherry Studio on releases (6 months), last commit, and license.
Open WebUI and Cherry Studio in brief
Open WebUI and Cherry Studio address a shared need: bringing conversations with different models into an interface you can host yourself. Their working environments provide the clearest distinction. Open WebUI offers web and API access, with a description focused on chat, documents and tools. Cherry Studio is a desktop application combining conversations with specialized assistants and autonomous agent functions. Your decision therefore starts with where you want to work and how much emphasis you place on assistants, document access and integration with other software.
Open WebUI : Open WebUI provides a self-hosted interface for chatting with models, retrieving document content and using integrated tools.
Cherry Studio : A desktop application combining multi-model chat, specialized assistants, and autonomous agent capabilities.
They are often weighed against each other by people who hesitate. This page lines up their features point by point (11 criteria), with no partnership with either publisher.
Comparison table
| Criterion | Open WebUI | Cherry Studio |
|---|---|---|
| Type | Chat interfaces · agent platform | Chat interfaces · agent platform |
| Publisher | Open WebUI | CherryHQ |
| Website | openwebui.com | cherryai.com |
| Repository | open-webui/open-webui | CherryHQ/cherry-studio |
| Licence | None | AGPL-3.0 |
| Entry price | Free (model excluded) | Free (model excluded) |
| Interfaces | web app, API | desktop app |
| Models | GPT (OpenAI), local models (Ollama, llama.cpp, vLLM…), any OpenAI-compatible model | Claude (Anthropic), GPT (OpenAI), Gemini (Google), DeepSeek, local models (Ollama, llama.cpp, vLLM…), OpenRouter, any OpenAI-compatible model |
| Self-hostable | Yes | Yes |
| GitHub stars | 156,643 | 52,947 |
| Last commit | October 16, 2026 | October 24, 2026 |
| Latest release | v0.12.3 · October 16, 2026 | v2.1.7 · October 19, 2026 |
| Language | Python | TypeScript |
| Launched | October 2023 | May 2024 |
| Site score | 83/100 | 88/100 |
Criterion by criterion
For each criterion: why it matters, each one's value and who has the edge. A criterion without data on both sides is not decided.
Popularity (GitHub stars)
Stars measure developer interest; a widely followed project has more tutorials, integrations and answers. Open WebUI : 156.6K. Cherry Studio : 52.9K. Edge: Open WebUI.
Activity over a year
Commits over 52 weeks show whether the project moves fast, fixes bugs and keeps up with new models. Open WebUI : 6,219 commits. Cherry Studio : 4,651 commits. Edge: Open WebUI.
Releases (6 months)
Regular releases signal a project that ships; very frequent releases can also mean frequent updates on your side. Open WebUI : 16. Cherry Studio : 25. Edge: Cherry Studio.
Last commit
A repository with no commit for months may fall behind new APIs and security fixes. Open WebUI : October 16, 2026. Cherry Studio : October 24, 2026. Edge: Cherry Studio.
License
A clear open-source license (MIT, Apache…) allows commercial use and modification; without one, usage rights are unclear. Open WebUI : no declared license. Cherry Studio : AGPL-3.0. Edge: Cherry Studio.
Self-hosting
Running the agent on your machine or server keeps your files and keys with you. Open WebUI : yes. Cherry Studio : yes. A tie on this point.
Supported models
An agent that accepts several model families lets you pick the best value, or a local model. Open WebUI : 3. Cherry Studio : 7. Edge: Cherry Studio.
Interfaces
Terminal, code editor, web app or chat: more interfaces mean more ways to fit it into your work. Open WebUI : 2. Cherry Studio : 1. Edge: Open WebUI.
Risk level
Our risk level considers the access granted (terminal, files, network) and default human approval. Open WebUI : moderate. Cherry Studio : low. Edge: Cherry Studio.
Community (forks)
Forks count developers who copied the project to adapt it: a sign of a living ecosystem. Open WebUI : 22.8K. Cherry Studio : 5.1K. Edge: Open WebUI.
Track record
An older project has had time to fix early flaws; a recent one often brings the latest ideas. Open WebUI : October 2023. Cherry Studio : May 2024. Edge: Open WebUI.
In charts
Our analysis
Open WebUI is described as an interface for talking to models, consulting documents and using tools. Its web interface and API fit browser access or technical integration. Cherry Studio organizes conversations with multiple models, specialized assistants and autonomous agent functions inside a desktop application. Its documented model list includes Claude, GPT, Gemini, DeepSeek, local models and OpenRouter. Open WebUI lists GPT, local models and support for multiple models. The difference establishes what each record explicitly documents. It does not establish that Open WebUI cannot work with a model missing from its list, or that either interface produces better answers.
Open WebUI has the larger visible community, with 156,643 GitHub stars and 22,800 forks, compared with Cherry Studio’s 52,947 stars and 5,120 forks. It also records more commits over twelve months: 6,219 against 4,651. Cherry Studio has released more versions over six months, with 25 compared with 16. Its latest commit is dated October 24, 2026; Open WebUI’s is dated October 16. These are indicators of attention and development activity, not measures of software quality. The respective scores of 83 and 88 concern popularity, activity and project framework. Neither record publishes a price.
Both projects are described as open source and self-hostable, giving you a deployment choice. Self-hosting alone does not establish where information goes when a remote model is involved. Cherry Studio lists an AGPL-3.0 license. Open WebUI’s license is missing from the supplied record, and that missing information explains its medium risk classification. Cherry Studio is classified as low risk, with no reasons flagged. Neither record details permissions, and human approval arrangements are unspecified for both. You therefore cannot read those empty fields as proof that permissions are unnecessary or that particular safeguards are present in either product.
For everyday work, Open WebUI fits a workflow built around browser access to conversations and documents, with an API available for integration. Cherry Studio fits a desktop workflow organized around specialized assistants and autonomous agent functions. Those autonomous functions deserve closer examination if approval of actions matters to you, because the record does not describe human validation. Open WebUI’s main documented framework uncertainty is its unspecified license. Cherry Studio’s listed interfaces are limited to desktop. The supplied information does not compare installation effort, stability or practical performance, so none of those factors can responsibly decide this comparison for you.
Depending on your situation
The right choice depends on use. For a few common situations, here are the criteria that matter and who wins (Open WebUI value / Cherry Studio value).
Trying it out quickly
Here, Open WebUI has the edge: it wins 2 of the 3 criteria that matter in this situation, namely interfaces (2 / 1), supported models (3 / 7), and popularity (github stars) (156.6K / 52.9K).
Production use
Here, Cherry Studio has the edge: it wins 3 of the 4 criteria that matter in this situation, namely activity over a year (6,219 commits / 4,651 commits), last commit (October 16, 2026 / October 24, 2026), license (no declared license / AGPL-3.0), and releases (6 months) (16 / 25).
Security and control
Here, Cherry Studio has the edge: it wins 1 of the 2 criteria that matter in this situation, namely risk level (moderate / low) and self-hosting (yes / yes).
Which one to choose?
Choose Open WebUI if…
- you value popularity (github stars) (156.6K)
- you value activity over a year (6,219 commits)
- you value interfaces (2)
- you value community (forks) (22.8K)
- you value track record (October 2023)
Open WebUI makes sense when you want a self-hostable web interface for conversations, documents and tools. Its API is also relevant if you plan to connect the interface to other software. A larger visible community and documented development activity provide useful context. Before adopting it within a defined usage framework, however, resolve the missing license information in the supplied record.
Choose Cherry Studio if…
- you value releases (6 months) (25)
- you value last commit (October 24, 2026)
- you value license (AGPL-3.0)
- you value supported models (7)
- you value risk level (low)
Cherry Studio is a logical fit when most of your work happens in a desktop application and you want specialized assistants alongside autonomous agent functions. It also fits users looking for the explicitly listed options, including Claude, Gemini, DeepSeek and OpenRouter. Its published license and frequent recent releases provide context about governance and activity, without establishing the quality of the experience.
Strengths and limits of each
Open WebUI
- + Widely followed: 156.6K stars
- + Very active development
- + Frequent releases (30 in a year)
- − No licence declared
Cherry Studio
- + Widely followed: 52.9K stars
- + Very active development
- + Frequent releases (25 in a year)
- − 1,440 open issues
The best test is still yours: take three real tasks from your day and give them to both for a week. Our “Which AI agent?” quiz can also guide you.
What about the others?
If neither suits you, look at AnythingLLM, AionUi, Happy, CopilotKit, big-AGI, and Locally Uncensored.
Related comparisons:
Conclusion
Start with your preferred working environment. Open WebUI offers the clearer match for web access and API integration; Cherry Studio matches a desktop routine built around assistants. Community size and release frequency add context without settling practical quality. Your final choice should account for Open WebUI’s missing license information and Cherry Studio’s undocumented human approval arrangements, particularly if you intend to rely on autonomous actions in your daily work.
Verdict
A tie on criteria won (5 each): the choice depends on what matters most to you.
Full profiles
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Frequently asked questions
Open WebUI or Cherry Studio: which is better?
A tie on criteria won (5 each): the choice depends on what matters most to you.
What is the main difference between Open WebUI and Cherry Studio?
Open WebUI leads on popularity (github stars) (156.6K vs 52.9K), Cherry Studio on releases (6 months) (25 vs 16).
Which one protects my data better?
Self-hosting: Open WebUI, yes; Cherry Studio, yes. For sensitive data, also check the publisher's data processing agreement.
What alternative to Open WebUI and Cherry Studio?
In the same family: AnythingLLM, AionUi, and Happy.
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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score