Agents & Automation

Dify

by LangGenius •Agent Builders

Visual platform for building production agentic workflows, RAG applications and AI apps.

PricingFree + Paid Profile coverage61% PlatformsWeb + API CompanyLangGenius

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Overview Decision brief Features Technical Pricing Benchmarks Alternatives

Overview

What is Dify?

Dify combines a visual workflow studio, agents, knowledge pipelines, model and tool integrations, observability and multiple deployment options for AI applications.

Best for

App PrototypingWorkflow AutomationKnowledge Base Support

Decision intelligence

AI Orbit decision brief

A compact reading of the recorded evidence, editorial review signals and comparison data for Dify.

Best fit

Use cases mapped to this tool

App Prototyping Catalog mapping

Workflow Automation Catalog mapping

Knowledge Base Support Catalog mapping

Why it stands out

Recorded strengths

API access

Verified profile evidence records API access for this tool.

Source-backed capability Source

Before you choose

Considerations & evidence gaps

Lifecycle status is not verified

The current product lifecycle state has not yet been source-verified in AI Orbit.

Profile transparency check

Capabilities0/5 verified

Use-case fit0/3 verified

Pricing evidence5/5 plans checked

Verified sources3

Benchmarks1 verified

Compare before deciding

Alternatives are ranked from structured use-case, capability, pricing, platform and taxonomy overlap.

Langflow 86% match · similar use cases · capability overlap · similar pricing model Composio 65% match · similar use cases · capability overlap · similar pricing model Botpress 64% match · similar use cases · capability overlap · similar pricing model

Built from AI Orbit's recorded profile data. Unknown product facts are not inferred.

Capabilities

Features & use cases

Core capabilities listed for Dify.

API Access

Provides programmatic API access for application integration.

Source review in progress Source

Agent Workflows

Plans and executes multi-step tasks with tools, state or autonomous actions.

Source review in progress Source

Function Calling

Invokes defined functions or tools with structured arguments.

Source review in progress Source

RAG & Knowledge Bases

Connects models to external knowledge sources for retrieval-augmented responses.

Source review in progress Source

Integrations

Connects with third-party applications, data sources or automation platforms.

Source review in progress Source

Explore capabilities

API Access Agent Workflows Function Calling RAG & Knowledge Bases Integrations

Best use cases

App Prototyping Workflow Automation Knowledge Base Support

WebAPI #Open Source#Low-Code#Developer Focused#Integrations

Technical profile

Access, deployment & licensing

Structured product facts with evidence status. Unknown facts are never guessed.

API access

Verified

API available

API docs Evidence source

Open source & license

Verified

Open source

Repository

Deployment

Source check pending

Self-hosting supported

CloudSelf-hostedPrivate Cloud

Pricing

Pricing overview

Pricing stored in AI Orbit's pricing database. Always verify final rates on the provider website.

Dify

Professional

Custom

USD 590.00 billed yearly

Review · verified 1 month ago

5,000 message credits/month

Dify

Enterprise

Custom

Contact Sales

Review · verified 1 month ago

Dify

Sandbox

Free

Review · verified 1 month ago

Dify

Community / Self-hosted

Free

Review · verified 1 month ago

Open-source Community edition
infrastructure costs are separate.

Dify

Team

USD 590/month

USD 1,590.00 billed yearly

Review · verified 1 month ago

10,000 message credits/month

View full Dify pricing, plans & price history

Evidence-separated performance

Verified benchmarks & scores

AI Orbit keeps technical tests, product-experience evidence and independent research in separate semantic classes. Only comparable results may contribute to the same composite.

Product Experience

User/reviewer product-experience evidence. This is not treated as a technical benchmark.

82.0/100 class composite

Product Experience Product Experience Verified Independent

G2 Verified User Rating — Product Experience

Tested product / versionDify.AI — G2 4.1/5

82.0 / 100

#139 of 149

Same-benchmark rank#139 of 149 tools

Scoring directionHigher is better

Leader context 18.0 pts behind HyperWrite

TestedSep 4, 2026

G2 AI Orbit verified Sep 4, 2026

View source

Alternatives

Evidence-based similar tools

Ranked by use-case, capability, pricing, platform, taxonomy and compatible benchmark overlap—not popularity alone.

Langflow

Agents & Automation • DataStax

86% matchsimilar use cases · capability overlap · similar pricing model

Composio

Agents & Automation • Composio

65% matchsimilar use cases · capability overlap · similar pricing model

Botpress

Agents & Automation • Botpress

64% matchsimilar use cases · capability overlap · similar pricing model

LangGraph Platform

Agents & Automation • LangChain

55% matchcapability overlap · similar pricing model · platform match

Pricing: Free + Paid
Category: Agents & Automation
Platforms: Web, API
Developer: LangGenius
Source: Verified official source

Data quality

Evidence coverage

Moderate

61%

Coverage score Evidence completeness & freshness

Freshness Review

Verified sources 3/3

Verified claims 6/8

Last verified Sep 4, 2026

Make a confident choice

Is Dify right for your workflow?

Compare features, pricing and alternatives before you decide.

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Common questions

Dify FAQ

Quick answers based on the information currently available in this AI Orbit profile.

What is Dify?

Dify combines a visual workflow studio, agents, knowledge pipelines, model and tool integrations, observability and multiple deployment options for AI applications. Dify is provided by LangGenius and AI Orbit categorizes it under Agents & Automation. Its structured capability profile includes API Access, Agent Workflows, Function Calling and RAG & Knowledge Bases; field-level verification may still be pending for some capability mappings.

Who makes Dify?

Dify is provided by LangGenius. Technology company providing Dify, with AI capabilities focused on agents & automation workflows. Within AI Orbit, the product is cataloged in Agents & Automation, which describes its primary product category rather than the provider itself.

What is Dify best for?

AI Orbit currently maps Dify to structured use cases including App Prototyping, Workflow Automation and Knowledge Base Support. These are reviewed taxonomy mappings used for discovery and fit; field-level evidence may still be pending, so they are not presented as independently verified claims. Supporting cataloged capabilities include API Access, Agent Workflows, Function Calling and RAG & Knowledge Bases.

Does Dify have an API?

Yes. AI Orbit has verified official evidence that Dify provides API access. The profile also records official API documentation, so developers can check supported endpoints, authentication and current implementation details at the provider source. API availability can change independently from the consumer product, so production implementations should still be checked against the provider documentation.

Is Dify open source?

Yes. AI Orbit has verified Dify as open source from its official repository or license evidence. An official repository is recorded on the profile, which should be used to review the exact license terms and current source availability.

How much does Dify cost?

AI Orbit currently has verified plan-level pricing data for Dify, including Professional, Enterprise, Sandbox and Community / Self-hosted. Exact rates, billing units, limits and verification dates are shown in the pricing section of this profile rather than compressed into a single potentially misleading price. Because providers can change prices and plan limits, check the linked official pricing source before making a purchase or production decision.