Dify Reviews — Pricing, Features & The Honest Take

Dify sells cloud plans at $590 and $1,590 a year, and gives the same platform away free to anyone willing to host it. The Community edition is open source — “all core features released under the public repository” — so Dify Cloud is really selling hosting, support and multi-workspace management rather than the software. Within the cloud tiers there is a second thing worth knowing: Team costs 35% more per message credit than Professional ($13.25 against $9.83 per thousand) while costing 6.2× less per team member ($31.80 against $196.67 a year). The two meters point in opposite directions, so which plan is cheaper depends entirely on whether you are short of throughput or of seats.

• What it is: An open-source platform for building, deploying and scaling LLM applications and agents.
• Best for: Teams who want a managed LLM app platform — or anyone with infrastructure, for free.
• Pricing: Free self-hosted; Cloud $59 or $159 per workspace per month. Verified August 2026.
• The honest catch: Team is dearer per credit, and commercial licensing needs the Enterprise tier.

What Is Dify?

Dify is a platform for building LLM applications — chat apps, agents, workflows and retrieval systems — without assembling the plumbing yourself. It handles knowledge bases with document processing, workflow orchestration with triggers, annotation, logging and an API, across whichever model providers you connect.

Its defining characteristic is the licensing model. Dify is open source, and the Community edition gives you “all core features released under the public repository” on a single workspace, free, subject to the Dify Open Source License. That is not a crippled free tier — it is the product.

What the paid tiers sell is therefore narrower than usual: managed hosting, higher limits, more team members, and — at Enterprise — multiple workspaces, SSO and commercial licence authorisation.

The Findstack listing carries no user reviews, so there is no independent signal here beyond the vendor’s own material.

How Dify Works

Two commercial lines: a hosted cloud with published prices, and self-hosting.

Note the Sandbox allowance carefully: 200 message credits, with no “/month” attached, where both paid tiers explicitly say per month. Read as written, that is a one-off allocation for trying the product rather than a recurring free tier.

Dify Pricing

The annual discount is exact

The toggle promises “Bill Annually Save 17%”:

Both are precisely two months free — 16.67%, rounded to 17% on the badge. Accurate on both plans, with no variation between them.

Team is dearer per credit and far cheaper per seat

Run the two meters separately and they disagree about which plan is better value:

Doubling your credits costs 2.7× the price — so if throughput is your constraint, Team is poor value and you would be better off staying on Professional and managing usage.

But Team is not sold as a throughput upgrade. What it actually buys is 50 team members instead of 3, unlimited trigger events rather than 20,000 a month, 4× the apps, 4× the knowledge storage, and a 10× higher knowledge request rate limit. Per person it is dramatically cheaper.

So the question is not “which is better value” but “which meter binds first”. A two-person team burning 12,000 credits a month should stay on Professional and buy credits; a fifteen-person team using 4,000 should move to Team even though the credit rate worsens.

The free self-hosted edition changes the whole calculation

Below the cloud plans sits Community: free, self-hosted, with “All Core Features Released Under the Public Repository” on a single workspace, complying with the Dify Open Source License.

That reframes what the cloud tiers are. You are not paying $590 a year for Dify — you are paying it for someone else to run Dify, plus the higher limits. For a team with existing infrastructure and someone comfortable with Docker, the licence cost of the software itself is zero.

Two things temper that. Community is limited to a single workspace, and multiple workspaces sit on Enterprise. And the Enterprise feature list includes “Commercial License Authorization” as a distinct item — which implies the open-source licence carries commercial restrictions that Enterprise lifts. If you intend to build a commercial product on top of Dify, read the licence terms before assuming self-hosting is free for your use case, because the pricing page itself signals that it may not be.

What actually decides your cost

• Whether you self-host, which takes the licence cost to zero.
• Which meter binds first — 3 members and 5,000 credits on Professional, 50 and 10,000 on Team.
• Whether you need unlimited trigger events, which is Team-only.
• Whether you need multiple workspaces or SSO, both Enterprise-only.
• Whether your use is commercial, which may require Enterprise licence authorisation.
• Billing cadence, worth an exact 16.67%.

Who Should Use Dify

Dify fits a developer or small team building LLM applications who wants orchestration, knowledge bases and logging without building them. At $59 a month Professional gives 5,000 credits, 50 apps, unlimited log history and no API rate limit — a reasonable managed offering for a team of up to three.

It fits best of all for anyone with infrastructure and a tolerance for self-hosting. The Community edition is the same core platform for nothing, and for an internal tool on a single workspace that is very hard to argue against.

It fits badly as a throughput purchase. If you need more credits and nothing else, Team’s 35% worse per-credit rate makes it the wrong lever, and the page offers no credit top-up as an alternative.

It also fits badly for organisations needing SSO or multiple workspaces, both of which skip the published tiers entirely and land in a quote-only Enterprise conversation.

Honest Pros and Cons

What works well:

• The full platform is free and open source to self-host as the Community edition.
• The annual discount is exactly 16.67% on both plans — two months free, as badged.
• No API rate limit on either paid tier, where Sandbox is capped at 5,000/month.
• Unlimited log history from Professional upward, against 30 days on Sandbox.
• Team includes 50 members for $1,590 — $31.80 each per year.
• Unlimited trigger events on Team, versus 20,000/month on Professional.
• Priority and top-priority document processing on the paid tiers.
• Pricing is per workspace, not per user, so small teams are not penalised on Professional.
• A free Sandbox to try the hosted product without a card.

What to watch:

• Team costs 35% more per message credit than Professional.
• Doubling credits costs 2.7× the price — Team is not a throughput upgrade.
• Professional caps at 3 team members, which is tight for anything beyond a small squad.
• Sandbox’s 200 credits carry no “/month”, unlike the paid tiers — read as a one-off.
• “Commercial License Authorization” is an Enterprise feature, implying limits on commercial self-hosting.
• Multiple workspaces and SSO are Enterprise-only, with no published price.
• No credit top-up option is offered between tiers.
• No Findstack user reviews, so nothing independent corroborates reliability.

Dify Alternatives and How It Compares

• n8n is the closest philosophical match — open source, self-hostable, workflow-first — and increasingly capable on AI nodes.
• Zapier and Make approach the same automation problem from the no-code integration side, with far more connectors and no self-hosting.
• Flowise is the other open-source LLM app builder and the most direct like-for-like comparison.
• LangChain is the library rather than the platform — more control, more code, no UI.
• Botpress targets conversational agents specifically, with a stronger chat-deployment story.

The structural comparison: Dify and Flowise give you the software; Zapier and Make give you the connectors. If your constraint is orchestrating models over your own data, Dify’s self-hosted edition is hard to beat on price. If it is connecting to hundreds of SaaS tools, the integration platforms will save you more time than they cost.

The Verdict

Dify’s most important pricing fact is not on its pricing cards. The platform is open source, and the Community edition runs the core product on your own infrastructure for nothing. Anyone evaluating the $590 and $1,590 cloud plans should start by asking whether they need managed hosting at all — because that, plus higher limits, is what those plans actually sell.

Within the cloud tiers, the two meters disagree and it pays to know which one binds. Per message credit, Team is 35% more expensive than Professional — $13.25 per thousand against $9.83, with doubled credits costing 2.7× the price. Per team member, Team is 6.2× cheaper — $31.80 a year against $196.67. Professional’s real constraint is its 3-member cap; Team’s real appeal is 50 members and unlimited trigger events, not throughput.

Credit where it is due on the arithmetic: the “Save 17%” annual badge is exactly 16.67% on both plans, two months free with no variation between tiers.

So decide in this order. Can you self-host? If yes, start with Community and pay nothing. If no, count your people before your credits — at three or fewer, Professional at $59 a month is the better rate; beyond that, Team’s per-seat economics take over long before its credit rate stops looking worse. And if you are building something commercial on a self-hosted deployment, check the licence first — Dify lists “Commercial License Authorization” as an Enterprise feature, which is the page telling you that free self-hosting may not extend to every use.

FAQ

How much does Dify cost?

Dify Cloud has two published tiers, priced per workspace: Professional at $59 a month or $590 a year (5,000 message credits a month, 3 team members, 50 apps) and Team at $159 a month or $1,590 a year (10,000 credits, 50 members, 200 apps). A free Sandbox offers 200 message credits, 1 member and 5 apps. Enterprise is custom. Separately, the Community edition is free to self-host with all core features on a single workspace.

Is Dify free?

Yes, in two senses. The Community edition is open source and free to self-host — “all core features released under the public repository”, limited to a single workspace and subject to the Dify Open Source License. And the hosted Sandbox tier is free but small: 200 message credits (stated without “/month”, unlike the paid tiers), 1 team member, 5 apps and 30 days of log history. Note that Enterprise lists “Commercial License Authorization” as a distinct feature, so commercial use of the self-hosted edition may carry licence conditions worth checking.

Should I choose Dify Professional or Team?

Work out which limit you hit first. Professional ($590/yr) allows 3 team members and 5,000 credits a month; Team ($1,590/yr) allows 50 members and 10,000 credits. Per credit Team is 35% more expensive ($13.25 per thousand against $9.83), so it is a poor upgrade if throughput is your only constraint. Per member it is 6.2× cheaper ($31.80 a year against $196.67). Team also adds unlimited trigger events, 4× the apps and storage, and a 10× higher knowledge request rate limit.

Does Dify’s annual billing really save 17%?

Effectively yes — the exact figure is 16.67% on both plans, which is two months free. Professional falls from $708 (12 × $59) to $590, and Team from $1,908 (12 × $159) to $1,590. Both save precisely one-sixth, with no variation between tiers, so the badge is accurate to rounding.

What does Dify Enterprise add?

Everything gated above the published tiers: multiple workspaces and enterprise management, SSO, commercial license authorization, enterprise-grade scalable deployment, advanced security and controls, negotiated SLAs through Dify partners, official updates and maintenance, and professional technical support. It is quote-only. Notably, multiple workspaces and SSO are unavailable at any published price — both Professional and Team are limited to a single workspace.