# Open WebUI vs Tangle

Open WebUI records 804,534 monthly visits with -2.8% month-over-month growth and Freemium pricing. Tangle records 11,683 monthly visits with -19% growth and Contact for Pricing pricing.

| Metric | [Open WebUI](https://openaitools.app/tool/open-webui) | [Tangle](https://openaitools.app/tool/tangle-io) |
| :--- | :--- | :--- |
| Website URL | https://openwebui.com | https://www.tangle.io |
| Categories | Large Language Models (LLMs), AI Chatbot, Open Source AI Models, AI Developer Tools | AI ERP, AI Workflow, AI CRM |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 804,534 | 11,683 |
| MoM Growth Rate | -2.8% | -19% |
| Primary Market | United States | United States |
| Direct Visits | 299,835 | 6,402 |
| Review Score | 4.4 | 4.1 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## 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)

## Tangle

Tangle targets manufacturers who find traditional ERP systems too rigid. Rather than forcing a shop to bend its processes around fixed workflows, Tangle provides quoting, sales orders, multi-level work orders, shop floor time tracking, inventory and purchasing, capacity scheduling, and business intelligence in one platform that can be reshaped as the business changes. Configure-to-order quotes with visual BOMs and cost rollups feed into work orders with shop floor cards, photos, and job costing, while inventory tracking supports lot-level traceability and one-click purchase orders.

The platform's differentiator is Milo, described as an AI engineer inside the ERP rather than a chatbot. Milo reads the Tangle environment, proposes changes such as new screens, fields, dashboards, workflows, and reports, builds them in a sandbox, and routes them through human approval gates before anything reaches production. This 'safe vibe coding' approach is meant to let manufacturers de-risk an ERP change by running Tangle in parallel with their existing system. For shops not ready to replace their current ERP, Tangle Xray layers onto a legacy system, recognizing customers, parts, and orders on existing screens and surfacing mapped history and actions in place.

Tangle publishes customer references including Yarl Metal Fabrications, Volo Aero MRO, and Powerscourt Distillery, with reported results such as 90% reduction in quoting time, 20% higher production efficiency, and 27% more on-time deliveries. Pricing is not published; the company offers a free trial and demo booking, and its stated customer base spans metal fabrication, custom and job shops, industrial precision, healthcare and medical, cosmetics, and distillery and beverage manufacturing.

**Pricing & Plans:** Pricing is not published on the website. Tangle offers a free trial you can start by email and a book-a-demo path; full pricing is available on request after a scoping conversation.

- **Milo AI engineer:** An AI builder inside the ERP that creates screens, fields, dashboards, workflows, and reports in a sandbox, with human approval gates before changes go live.
- **Quotes and sales:** Configure-to-order quoting with visual BOMs and cost rollups, flowing through to sales orders, shipping, and invoices.
- **Work orders and shop floor:** Multi-level work orders with shop floor cards, start-stop time tracking, photo capture, and full job costing.
- **Inventory and purchasing:** Demand and shortage visibility, vendor assignment, one-click purchase orders, and lot-level traceability by location and QR tag.
- **Scheduling and reporting:** Capacity planning, resource loading, drag-and-drop schedule changes, live dashboards, custom reports, and Excel round-trip export.
- **Tangle Xray:** Extends a legacy manufacturing ERP by recognizing customers, parts, and orders on existing screens and surfacing mapped history and actions in place.

**Strengths:** AI-native customization through Milo removes much of the cost of traditional ERP change requests; Sandbox previews and approval gates keep AI-driven changes reviewable and safe; Broad operational coverage from quoting through shipping, costing, and traceability; Tangle Xray offers a path for shops that are not ready to replace their current ERP

**Limitations:** No public pricing, so budget planning requires a sales conversation; As a newer AI-native platform, it carries implementation risk compared with long-established ERP vendors; Milo-driven customization may still need internal governance to avoid sprawl; Best fit is manufacturing, so non-manufacturing businesses should look elsewhere

[Profile (Markdown)](https://openaitools.app/tool/tangle-io.md)

## Frequently Asked Questions

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

Open WebUI has 804,534 monthly visits, while Tangle has 11,683. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Open WebUI has a month-over-month growth rate of -2.8%; Tangle has -19%.

### How does pricing compare?

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. Tangle: Contact for Pricing. Pricing is not published on the website. Tangle offers a free trial you can start by email and a book-a-demo path; full pricing is available on request after a scoping conversation.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [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) |
| 2 | [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) |
| 3 | [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) |
| 4 | [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) |
| 5 | [Attio](https://openaitools.app/tool/attio) | 1,652,928 | -4.2% | Free Trial, Contact for Pricing | The AI-native CRM for agentic revenue teams | [.md](https://openaitools.app/tool/attio.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 | [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) |
| 8 | [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) |
| 9 | [LibreChat](https://openaitools.app/tool/librechat) | 346,879 | -3.5% | Free | Offers robust multi-provider support and advanced user permission management, but has a slightly different configuration setup. | [.md](https://openaitools.app/tool/librechat.md) |
| 10 | [Jan](https://openaitools.app/tool/jan) | 291,894 | -9.6% | Free | Delivers a desktop-native application for running local models offline easily, but lacks Open WebUI's server-centric multi-user features. | [.md](https://openaitools.app/tool/jan.md) |

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

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