# Goldfish vs Open WebUI

Goldfish records 9,836 monthly visits with -14.6% month-over-month growth and Free pricing. Open WebUI records 804,534 monthly visits with -2.8% growth and Freemium pricing.

| Metric | [Goldfish](https://openaitools.app/tool/goldfish) | [Open WebUI](https://openaitools.app/tool/open-webui) |
| :--- | :--- | :--- |
| Website URL | https://goldfish.sh | https://openwebui.com |
| Categories | AI Assistant, AI Writing Assistants, AI Productivity Tools, AI Copywriting | Large Language Models (LLMs), AI Chatbot, Open Source AI Models, AI Developer Tools |
| Pricing Model | Free | Freemium |
| Monthly Visits | 9,836 | 804,534 |
| MoM Growth Rate | -14.6% | -2.8% |
| Primary Market | United States | United States |
| Direct Visits | 5,485 | 299,835 |
| Review Score | 4 | 4.4 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## Goldfish

Goldfish addresses a recurring annoyance in modern knowledge work: re-explaining context to AI tools over and over. Instead of pasting background into every prompt, Goldfish builds a private memory of what you have been reading, writing and discussing on your computer, then uses it to help wherever you type.

The interaction model is deliberately minimal. Press right Option on macOS or right Shift on Windows inside any text field and Goldfish drafts a reply in your tone based on the surrounding context. The same memory can be queried conversationally, so you can ask what happened in a channel, what decisions were pending, or where a thread was left. It also connects to AI tools such as Claude, Claude Code, Cursor and Codex, so you no longer re-explain yourself in each one.

Privacy is central to the pitch. The memory stays on your device, AI requests are stated to carry zero data retention, and nothing is used for training or sold. The product is free while in beta, and the current build supports both macOS and Windows.

**Pricing & Plans:** Free during the beta period. No paid tier is currently charged; the site notes this pricing is temporary while the product is in beta.

- **On-device memory:** Your working context is stored locally on your own computer rather than in a cloud account.
- **One-key reply drafting:** Press right Option on Mac or right Shift on Windows in any text box to generate a reply in your tone.
- **Conversational recall:** Ask questions about anything you have seen, and Goldfish brings the relevant details back.
- **Works with your AI tools:** Connects to Claude, Claude Code, Cursor, Codex and others so context carries over automatically.
- **Privacy by design:** AI requests are stated to have zero data retention, and data is not sold or used for training.

**Strengths:** Memory stays on your device with stated zero data retention for AI requests; Single-keystroke drafting works in essentially any application; Removes the repetitive work of re-explaining context to every AI tool; Free to use while the product is in beta

**Limitations:** Currently limited to macOS and Windows desktop, no mobile or web version; Free access is tied to the beta period and pricing may change later; Quality of recall depends on how much of your work it has been able to observe

[Profile (Markdown)](https://openaitools.app/tool/goldfish.md)

## Open WebUI

Open WebUI is an open-source, self-hosted interface for working with AI models. Instead of renting access to a single vendor's chatbot, you run the interface on your own hardware or cloud tenancy, then connect whatever models you want: local runtimes such as Ollama, OpenAI-compatible endpoints, Anthropic, or a mix of local and remote. Everything a team produces — conversations, prompts, models, skills and tools — stays in an environment you administer.

The platform has grown well beyond a chat window. Retrieval-augmented generation, web search, document understanding, voice input and output, and vision are built in, and Python tools, functions and pipelines let developers script custom behaviour and share it. On the operations side it offers enterprise features such as SSO, role-based access control, audit logs, data residency options, and on-premises, hybrid or fully air-gapped deployment for regulated environments. White-labeling and custom branding are also available for organizations that want their own look.

Open WebUI is distributed free of charge under an open-source license and can be installed with a single pip or Docker command, with no account required to get running. A separate enterprise offering is available for organizations that want commercial support, compliance guarantees and managed rollout help, which is quoted on contact. A large community maintains a public hub of prompts, models, tools and functions, so much of what teams need is already shared and ready to install.

**Pricing & Plans:** The core platform is free and open source, installable via pip or Docker with no account required. An enterprise tier with support, compliance and deployment assistance is quoted on contact.

- **Any Model, Any Endpoint:** Connect local runtimes like Ollama alongside OpenAI-compatible and Anthropic APIs, and switch between them inside one interface.
- **Retrieval and Search Built In:** RAG over your own documents, web search and citation-aware answers come standard, so responses are grounded in real sources.
- **Python Tools, Functions and Pipelines:** Extend the platform with Python code to add custom tooling, preprocessing, and multi-step pipelines, then share them with others.
- **Enterprise Controls:** SSO, RBAC, audit logs, data residency, and on-premises, hybrid or air-gapped deployment for organisations with strict requirements.
- **Community Hub:** Browse and install prompts, models, skills and tools contributed by hundreds of thousands of community members.

**Strengths:** Free and open source with no account needed to install; Works with local and cloud models through a single interface; Strong privacy posture: your data and models stay on your infrastructure; Extensive enterprise features including SSO, RBAC and audit logs

**Limitations:** Self-hosting requires you to handle servers, updates and backups; Some enterprise capabilities and support sit behind a paid, quote-based tier; Feature depth means a learning curve for non-technical administrators; Local model performance depends heavily on your own hardware

[Profile (Markdown)](https://openaitools.app/tool/open-webui.md)

## Frequently Asked Questions

### How do Goldfish and Open WebUI compare in monthly traffic?

Goldfish has 9,836 monthly visits, while Open WebUI has 804,534. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Goldfish has a month-over-month growth rate of -14.6%; Open WebUI has -2.8%.

### How does pricing compare?

Goldfish: Free. Free during the beta period. No paid tier is currently charged; the site notes this pricing is temporary while the product is in beta. Open WebUI: Freemium. The core platform is free and open source, installable via pip or Docker with no account required. An enterprise tier with support, compliance and deployment assistance is quoted on contact.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Notion AI](https://openaitools.app/tool/notion-ai) | 13,460,455 | +13.4% | Freemium, Paid, Contact for Pricing | Your always-on AI teammate inside the Notion workspace | [.md](https://openaitools.app/tool/notion-ai.md) |
| 2 | [Ollama](https://openaitools.app/tool/ollama) | 9,421,973 | +4.3% | Free, Freemium, Paid | Functions primarily as a lightweight CLI runtime for local models rather than a full-featured chat interface. | [.md](https://openaitools.app/tool/ollama.md) |
| 3 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 4 | [Hermes-Agent](https://openaitools.app/tool/hermes-agent-1) | 3,638,741 | -5.4% | Freemium | A free, open-source personal AI agent that learns your projects and works across every messaging app. | [.md](https://openaitools.app/tool/hermes-agent-1.md) |
| 5 | [Clawdbot (OpenClaw)](https://openaitools.app/tool/clawdbot) | 1,903,068 | -25.4% | Paid, Free | Open-source personal AI assistant that runs on your own machine and works from chat apps | [.md](https://openaitools.app/tool/clawdbot.md) |
| 6 | [Dify](https://openaitools.app/tool/dify-ai) | 819,691 | -15% | Freemium | Specializes in visual workflow building and RAG pipelines rather than serving purely as a chat interface. | [.md](https://openaitools.app/tool/dify-ai.md) |
| 7 | [Raycast](https://openaitools.app/tool/raycast) | 710,581 | -24.5% | Freemium, Free Trial | An extendable launcher that puts your tools, AI, and automations one keystroke away | [.md](https://openaitools.app/tool/raycast.md) |
| 8 | [Craft](https://openaitools.app/tool/craft-do) | 703,417 | +8.9% | Freemium | A polished space for notes, tasks, and documents that follows you across every device. | [.md](https://openaitools.app/tool/craft-do.md) |
| 9 | [LobeHub](https://openaitools.app/tool/lobehub) | 654,548 | -25% | Freemium | Focuses on collaborative team AI workspaces and plugins, but shares similar open-source architectural goals. | [.md](https://openaitools.app/tool/lobehub.md) |
| 10 | [AnythingLLM](https://openaitools.app/tool/anythingllm) | 512,269 | +12.9% | Freemium | Focuses heavily on privacy-first document chat and local RAG pipelines, but offers fewer general-purpose chat UI features. | [.md](https://openaitools.app/tool/anythingllm.md) |

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Source: https://openaitools.app/compare/goldfish-vs-open-webui

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)