Pinchy vs Dify
Dify is an open-source LLM app development platform: visual workflows, RAG pipelines, a prompt IDE, and publishable apps and APIs. Pinchy is narrower and governance-first: per-agent tool permissions, Admin and Member roles, and an HMAC-signed audit trail in the free tier, fully offline with local models. Both are open source and self-hostable. They solve different problems.
The Core Difference
Dify gives you blocks to assemble LLM applications: drag-and-drop workflows, a RAG pipeline, a prompt IDE, and one-click publishing to an app or API. The center of gravity is building and shipping many LLM-powered apps.
Pinchy gives a team a small set of chat agents wired into business systems, behind a real admin and permission UI. The center of gravity is governance: which tools each agent may use, who can use it, and a signed record of every action.
Both run on your own infrastructure. Dify optimizes for breadth, a large catalog of building blocks for LLM apps. Pinchy optimizes for control, an enterprise governance layer over OpenClaw with fewer, deeper integrations.
Side by Side
Figures as of June 2026. Check each project's pricing and docs for current details.
| Dify | Pinchy | |
|---|---|---|
| Primary purpose | LLM app development platform | Governed self-hosted agents |
| License | Modified Apache 2.0 (not fully OSI) | AGPL-3.0 (OSI-approved) |
| Self-hosting | First-class (Docker, free CE) | First-class (Docker Compose, GHCR) |
| Free self-hosted tier | Yes, no usage limit | Yes, no user limit |
| Managed cloud | Yes (credit-based tiers) | No (self-host only) |
| Paid pricing model | Per message credits / cloud tier | Flat (about EUR 99/mo, up to 10 users) |
| Visual workflow builder | Yes, core feature | No (chat-first agents) |
| RAG pipeline tooling | Full pipeline UI | Document knowledge base |
| App / API publishing | Yes | No |
| Per-agent tool allow-list | Tool config per app | Default-deny, zero tools by default |
| Roles & team governance | Workspace roles | Admin/Member + Groups (custom RBAC on roadmap) |
| Audit trail | Logs / observability | Per-row HMAC-signed, CSV export |
| Local models / offline | Supports local models | Ollama, fully offline, no telemetry |
| Business-system integration | Many tool / model plugins | Odoo (read-write), Gmail, web, docs |
| Chat channels | Web app, embeds, API | Web UI + Telegram |
| Maturity / community | Large, 130k+ GitHub stars | Early-stage, built in public |
Being Honest
Dify is a full platform for building LLM apps: visual workflows, agents, a RAG pipeline, a prompt IDE, and model management in one interface. Pinchy has none of this; it runs a few governed chat agents, not an app builder.
If you want to chain steps visually and publish the result as a hosted app or an API endpoint, that is exactly what Dify does. Pinchy is chat-first and on-request only, with no workflow canvas and no app or API publishing.
Dify ships a full retrieval pipeline UI: chunking, indexing strategies, reranking, and dataset management. Pinchy offers a simpler document knowledge base for grounding agents, not a configurable RAG workbench.
With well over 130,000 GitHub stars, a large plugin catalog, and a managed cloud option, Dify is further along the maturity curve and lets you start without running any infrastructure. Pinchy is early-stage and self-host only.
Where Pinchy Wins
Each Pinchy agent starts with zero tools. An admin enables every tool explicitly, per agent, from a real permission UI. Governance is the product, not a config field buried inside an app definition.
Every agent action is recorded in an audit row that is individually signed with HMAC-SHA256, so tampering is detectable per entry. You can export it to CSV and verify it. It is part of the free tier, not an add-on.
Paired with a local model via Ollama, no prompt or document leaves your network, air-gapped if you need it. There is no phone-home. API keys are encrypted at rest with AES-256-GCM.
Pinchy is AGPL-3.0, a recognized OSI copyleft license with no single-tenant restriction and no mandatory branding. Dify's modified Apache 2.0 forbids multi-tenant use and removing its logo without a commercial license.
Pinchy ships a read-write Odoo integration over JSON-RPC: read records, create and update orders, look up stock, all from chat or Telegram. Acting inside an ERP is a first-class use case, not a generic block to wire up.
The Community edition is free with no user limit. The optional Pro tier is a flat fee, not per seat and not per message credit, so cost does not climb with usage or headcount the way credit-based tiers do.
Decision Guide
You are building LLM-powered apps, want a visual workflow canvas, RAG pipeline tooling, and app or API publishing, or you want a managed cloud and a large library of building blocks to start fast.
Governance is the priority: default-deny per-agent permissions, roles and groups, and a signed audit trail you can export and verify. It also fits when data must stay offline and when Odoo is central to the work.
Are you building apps, or governing agents? If you need a builder for many LLM apps and workflows, that points to Dify. If you need an admin and audit layer over a few business-facing agents, that points to Pinchy.
FAQ
Mostly. Dify is published on GitHub under a modified Apache 2.0 license, but it adds two conditions: you may not run a multi-tenant environment without a commercial license, and you may not remove the Dify branding. Because of those carve-outs the license is not fully OSI-compliant. For internal corporate self-hosting the terms are permissive. Pinchy is AGPL-3.0, a standard OSI-approved copyleft license with no rebranding or single-tenant clauses.
Yes. The Dify Community Edition is free to self-host with no usage limits and includes the core feature set: visual workflows, RAG pipelines, the agent framework, model management, and API publishing. You run it on your own infrastructure with Docker. Pinchy is also self-hosted via a single Docker Compose stack, but it is built governance-first rather than as a broad app builder.
For teams that want governed, self-hosted chat agents wired into business systems, yes. Both are open source and self-hostable, but they optimize for different things. Dify is a broad LLM app development platform: build workflows, RAG pipelines, and publishable apps and APIs. Pinchy is narrower and governance-first: per-agent tool allow-lists, Admin and Member roles plus Groups, and a per-row signed audit trail. If you are building many LLM apps, Dify is broader. If you need an admin and permission layer over a few business-facing agents, Pinchy fits.
Both have a free self-hosted edition with no user limit. Dify Cloud is credit-based: a free Sandbox, then Professional around USD 59 per month and Team around USD 159 per month (check Dify for current figures). Pinchy has no managed cloud; its Community edition is free under AGPL-3.0, and the optional Pro tier is a flat fee of about EUR 99 per month billed annually for up to 10 users, not priced per seat or per message credit.
Switch to Pinchy when governance is the priority: you need a per-agent tool allow-list that denies everything by default, roles and groups, and a tamper-evident audit trail where every row is individually HMAC-signed. It also fits when Odoo is central, since Pinchy ships a read-write Odoo integration. Stay on Dify when you are shipping LLM-powered apps, building visual workflows, or need a managed cloud and a large library of building blocks. Pinchy does not do workflow authoring or app publishing.
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