Dify Review (2026)
By Daan Haket · Researched and written with an AI assistant · who does what
'Free' self-hosting isn't free — you own the servers, updates and reliability, and model usage bills separately once the included message credits run out. Throughout this review we weigh it against LangChain.
technical teams that want to build and ship LLM apps and agents on a source-available platform they can self-host and control.
you want a no-maintenance, non-technical builder — a fully managed no-code AI tool saves you the infra and upkeep.
Transparency: we earn nothing from Dify; the links to it are plain links. How we make money →
Pricing (2026)
✓ Pricing re-verified 9 Oct 2026
Source-available and free of a software fee to self-host — the Community Edition ships under the Dify Open Source License, a modified Apache 2.0 with additional conditions — while the managed Dify Cloud adds a free Sandbox, Professional at $59/mo ($590/yr) and Team at $159/mo ($1,590/yr), each priced per workspace (re-verified 2026-10-09 against dify.ai/pricing.md; the advertised ~17% annual saving checks out: $590 against $708 and $1,590 against $1,908 at the monthly rate).
Self-hosting still costs you infrastructure, model usage and any commercial licence those terms require. Cloud plans include message credits for supported model providers; once those run out you connect your own provider API key and pay that provider directly. Plans change — always verify the live price on their site.
Category context: IT & Productivity. Across the 39 tools in this category that we researched with a public US-dollar price, the median entry price is $15 a month (lowest paid plan as listed, per seat where the vendor prices per seat). Dify’s entry price of $59 a month sits above that median. Compare pricing conditions in the Software Cost Atlas →
The honest knock
Dify Cloud takes that infrastructure work off your hands, but every cloud plan is a single workspace, and multiple workspaces, SSO and a commercial licence sit in quote-only Enterprise. It's powerful, but self-hosting it well needs technical comfort.
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What Dify does
Source-available platform for LLM apps and agent workflows: visual builder, RAG pipelines, model-agnostic. The Community Edition is free of a software fee to self-host, but you own the servers, updates and reliability.
What buyers report about Dify
Hands-on: not tested by usReported by buyers: Product Hunt and practitioner reviews, read August 2026
Themes from the buyer-review sites listed at the foot of this page, read in August 2026. We have not run Dify ourselves, so this is other buyers' experience rather than ours. We summarise it here because the complaints are usually the part a vendor page leaves out.
- • The visual workflow builder genuinely bridges no-code and pro-code, with RAG, agents, model management and observability in one place.
- • Self-hosting the Community Edition carries no software fee under the Dify Open Source License — a modified Apache 2.0 with additional conditions — and it is not bound by Dify Cloud's plan quotas; what limits you is your own infrastructure and your model provider. For regulated teams the draw is that control over deployment and data boundaries, though self-hosting does not by itself establish compliance.
- • Self-hosting means you own the infrastructure. Without engineering capacity that is a burden, not a saving — though it is a self-hosting trade-off rather than a Dify-wide one, since Dify Cloud is managed and runs no servers on your side.
- • SSO and multiple workspaces are Enterprise-only — every Cloud plan from Sandbox to Team is a single workspace — so larger organisations end up in a quote-only conversation (dify.ai/pricing, read 24 August 2026).
- • Documentation lags behind the features, and reviewers ask repeatedly for more of it.
- • Cloud plans cap out: free Sandbox has 200 message credits, Professional $59/month for 5,000, Team $159 for 10,000. Growing teams get pushed to a custom quote.
When the paid plan is worth it
Dify Cloud has two paid steps, both priced per workspace, and they are bought with seats, storage and quota rather than with features. Sandbox is free: 200 message credits, 1 member, 5 apps, 50 knowledge documents, 50MB of storage and 30 days of log history. Professional at $59 a month, or $590 a year, moves that to 5,000 credits a month, 3 members, 50 apps, 500 documents, 5GB, unlimited log history and no API rate limit.
Team at $159 a month, or $1,590 a year, buys 10,000 credits a month, 50 members, 200 apps, 1,000 documents and 20GB. The larger figure on the page is the annual one; the monthly rate is the higher of the two. Two things a paid plan does not fix. Model bills stay separate, and Dify says so plainly: message credits exist to try models from OpenAI, Anthropic, Gemini, xAI and Tongyi, and once they are used up you switch to your own API key.
The subscription is never the whole cost. And every cloud plan is one workspace. Multiple workspaces, SSO and a commercial licence sit in Enterprise, which is quote-only.
Our monthly capture read this vendor's pricing page every month from July 2026 to October 2026, and the amounts were the same all 4 times, including $590 from the pricing above. We keep watching — the registry records what moves.
How to actually use Dify
Two very different starting points. Dify Cloud is managed SaaS: you sign up and build, with no infrastructure to operate. Everything below is the self-hosted Community Edition, which is a clone and a compose file — and the docs are exact about the floor. You need 2 CPU cores and 4 GiB of RAM, Docker Compose 2.24.0 or later, and on macOS a Docker virtual machine configured with at least 2 virtual CPUs and 8 GiB of memory.
You clone the repository at its latest release tag, move into dify/docker, copy .env.example to .env, then run docker compose up -d. That brings up 7 core services and 8 dependent components, including Postgres, Redis, Weaviate, nginx, two SSRF proxies and two sandboxes, plus a one-time init_permissions container whose Exited status is expected rather than a fault. Open http://localhost/install to create the admin account. Budget for the upkeep this implies: configuration changes mean editing docker/.env and restarting, and the docs warn that upgrade steps vary between releases, so each upgrade means reading that release's guide.
Distilled from Dify's own documentation, "Deploy Dify with Docker Compose" (docs.dify.ai/en/self-host/deploy/quick-start/docker-compose) and the machine-readable pricing at dify.ai/pricing.md, read 21 August 2026. Re-read 9 October 2026: dify.ai/pricing.md and the Dify Cloud documentation page 'Manage Members' (docs.dify.ai/en/cloud/use-dify/workspace/team-members-management).
The natural comparison is Flowise or a managed platform like Lindy.ai — other LLM-app builders, self-host or managed. Weigh it against LangChain on the job you actually need done.
Frequently asked questions
Who counts as a member, and what can each role do?
Dify's 'Manage Members' documentation for Dify Cloud (read 9 October 2026) caps members per workspace by plan: 1 on Sandbox, 3 on Professional and 50 on Team, and states no exception for any role. The four roles are Owner (one per workspace, full control), Admin (manages members and model providers, plus everything an Editor can do), Editor (creates, edits and deletes apps and knowledge bases) and Normal (uses published apps only). On that wording a colleague who only uses published apps still takes one of Professional's three places. Removing a member revokes access at once, and the apps and knowledge bases they created stay in the workspace.
What happens when the monthly message credits run out?
The pricing summary at dify.ai/pricing.md (read 9 October 2026) says message credits are there to try models from providers such as OpenAI, Anthropic and Gemini, are consumed according to model type, and once used up you switch to your own provider API key and pay that provider directly. Whether running apps stop at the moment credits reach zero is not stated in what we read.
Can I hand the workspace over to someone else?
Yes. According to the same 'Manage Members' page (read 9 October 2026), only the Owner can transfer ownership, confirmed with a verification code emailed to the Owner; the chosen member becomes Owner and the previous Owner becomes a Normal member. The Owner cannot be removed any other way, so plan the transfer before the person who signed up leaves.
Is this a hands-on review of Dify?
This is a researched assessment, not a hands-on test — where we've used a tool ourselves, we say so explicitly. We name what each tool is good and bad at, and we have no affiliate relationship with Dify — we earn nothing whether you sign up or not.
- Buyer reviews on Product Hunt and practitioner reviews, read August 2026.
- Dify’s own published pricing page.
Others in this category
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