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ChatBotKit vs Dify

Two fact sheets from our own research, side by side — pricing, platforms, API access and status re-checked by us rather than quoted from the vendors.

The short answer

Cheaper paid plan
ChatBotKit — $25/mo vs $59/mo for Dify
Free plan
Only Dify (ChatBotKit has paid plans only)
Public API
Both have one
Best fit
ChatBotKit: Agencies shipping support or sales bots for multiple clients · Dify: Teams that want to self-host an agent and RAG builder without writing the orchestration layer
Platforms
ChatBotKit: Web, Slack app · Dify: Web, Linux

From our own records as of each tool's last check. Anything we have not confirmed is left out rather than guessed. How we verify

ChatBotKitHosted platform for building and deploying AI agentsDifyOpen-source canvas for building LLM workflows, agents and RAG pipelines, hosted or self-run

Side by side

FactChatBotKitDify
CategoryCustom GPTs & Bot BuildersAI Agents & Autonomous Workers
Pricing modelPaidFreemium
Starts at$25/mo$59/mo
Public APIYesYes
Trust score86 / 10089 / 100
PlatformsWeb, API, Slack appWeb, API, Linux
CompanyCBK.AI LTDLangGenius, Inc.
Launched—2023
Last verifiedSep 6, 2026Sep 6, 2026

What our research says

ChatBotKit

A sensible middle ground for developers who want retrieval, guardrails and channel deployment handled for them and are fine paying a markup on model tokens. If you already run your own vector store and orchestration, you are mostly paying for a wrapper.

Pros

  • A Terraform provider and CLI are unusual at this price point
  • Multiple model providers supported instead of a single-vendor lock-in
  • Guardrails, moderation and audit trails are included rather than sold as add-ons
  • Five deployment channels covered without separate connectors

Cons

  • Billing runs on a proprietary 'credit token' unit, making real cost per conversation hard to forecast
  • Bot and conversation caps bite before the token pool does on the $25 tier
  • Small UK entity with no disclosed funding, which is a supply risk for production workloads
  • The free trial applies to the Pro plan rather than being a standing free tier

Dify

Dify is the pragmatic choice when a team wants a visual builder for agents and retrieval that it can self-host today and hand to non-engineers tomorrow; the Community Edition is real software, not a demo, and the 158K GitHub stars reflect that. Pay for Cloud only if you do not want to run Docker — the $59 Professional tier is one workspace with three seats and metered message credits, so a developer team will outgrow it or self-host. It is less suited to teams that want code-first pipelines or a single-vendor model stack.

Pros

  • Open-source Community Edition with single-command Docker deployment and an active repository
  • One canvas covers workflows, agents and a knowledge pipeline with retrieval testing
  • Apps publish as API endpoints, embeds or MCP tools with logs and feedback built in
  • Plugin marketplace for model providers, tools, data sources and MCP integrations
  • Self-hosted and cloud editions share the same product, so you can move between them

Cons

  • Cloud tiers meter message credits, members and storage per workspace, and annual billing is the headline
  • The open-source licence carries commercial conditions (multi-tenant and logo clauses) rather than plain Apache
  • Visual workflows get hard to review and version once they grow past a few dozen nodes
  • Enterprise features such as SSO, RBAC and audit logs are reserved for the paid Enterprise edition

Which one fits

Choose ChatBotKit if you need

  • Agencies shipping support or sales bots for multiple clients
  • Teams that need one agent live on Slack, Discord and a web widget simultaneously
  • Developers who want bot configuration under infrastructure-as-code

Choose Dify if you need

  • Teams that want to self-host an agent and RAG builder without writing the orchestration layer
  • Product groups where non-engineers configure prompts and knowledge while engineers wire tools and APIs
  • Enterprises that need private deployment with SSO and audit logs for internal LLM apps

ChatBotKit vs Dify: the questions people ask

Is ChatBotKit cheaper than Dify?

On published entry prices, ChatBotKit starts lower — $25/mo against $59/mo for Dify. Entry price is the lowest paid plan as we last verified it; what each plan includes differs.

Does ChatBotKit or Dify have a free tier?

Dify has a free tier; ChatBotKit has paid plans only.

Which has a public API, ChatBotKit or Dify?

Both ship a public API, so either can be built on; the fact table above shows the platforms each one runs on.

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