Agents & Automation

Langflow

by DataStax •Agent Builders

Open-source visual builder for AI agents, RAG applications and MCP-enabled workflows.

PricingFree + Custom Profile coverage61% PlatformsWeb + API CompanyDataStax

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Overview Decision brief Features Technical Pricing Benchmarks Alternatives

Overview

What is Langflow?

Langflow provides a drag-and-drop environment for connecting models, prompts, data sources, agents and tools, with options to run flows as applications or APIs.

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 Langflow.

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 evidence2/2 plans checked

Verified sources2

Benchmarks1 verified

Compare before deciding

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

Dify 86% match · similar use cases · capability overlap · similar pricing model Composio 59% match · similar use cases · capability overlap · similar pricing model CrewAI Enterprise 58% match · capability overlap · similar pricing model · same category

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

Capabilities

Features & use cases

Core capabilities listed for Langflow.

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#Self Hosted

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-hosted

Pricing

Pricing overview

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

Langflow

Managed / Enterprise pricing status

Custom

See official product / contact sales

Review · verified 1 month ago

No fixed public managed-enterprise amount imported in this verification pass.

Langflow

Open Source / Self-hosted

Free

Review · verified 1 month ago

Open-source software
hosting/infrastructure costs are separate.

View full Langflow 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.

90.0/100 class composite

Product Experience Product Experience Verified Independent

Product Hunt Verified User Rating — Product Experience

Tested product / versionLangflow

90.0 / 100

#15 of 17

Same-benchmark rank#15 of 17 tools

Scoring directionHigher is better

Leader context 10.0 pts behind Scenario

TestedSep 7, 2026

Product Hunt AI Orbit verified Sep 7, 2026

View source

Alternatives

Evidence-based similar tools

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

Dify

Agents & Automation • LangGenius

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

Composio

Agents & Automation • Composio

59% matchsimilar use cases · capability overlap · similar pricing model

CrewAI Enterprise

Agents & Automation • CrewAI

58% matchcapability overlap · similar pricing model · same category

Botpress

Agents & Automation • Botpress

57% matchsimilar use cases · capability overlap · similar pricing model

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

Data quality

Evidence coverage

Moderate

61%

Coverage score Evidence completeness & freshness

Freshness Review

Verified sources 2/2

Verified claims 6/8

Last verified Sep 4, 2026

Make a confident choice

Is Langflow right for your workflow?

Compare features, pricing and alternatives before you decide.

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Common questions

Langflow FAQ

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

What is Langflow?

Langflow provides a drag-and-drop environment for connecting models, prompts, data sources, agents and tools, with options to run flows as applications or APIs. Langflow is provided by DataStax 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 Langflow?

Langflow is provided by DataStax. Technology company providing Langflow, 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 Langflow best for?

AI Orbit currently maps Langflow 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 Langflow have an API?

Yes. AI Orbit has verified official evidence that Langflow 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 Langflow open source?

Yes. AI Orbit has verified Langflow 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 Langflow cost?

AI Orbit currently has verified plan-level pricing data for Langflow, including Managed / Enterprise pricing status and Open Source / 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.