vioscaleAI
Comparison

Botpress vs langflow

No clear leader: Botpress (62.5) and langflow (61.8) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Botpress full profile →langflow full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Botpress63
langflow62
Score
vioscaleAI score
Botpress63 / 100medium · 53%
langflow62 / 100high · 79%
Pricing
Free tier
Botpress✓
langflow✓
Model
Botpressfreemium
langflowopen_source
Price level
Botpresshigh
langflowfree
Starting price
Botpress$150
langflow–
Transparent
Botpress✓
langflow✓
Integrations
Count
Botpress6
langflow14
Security
Certifications
BotpressSOC 2 Type II
langflow–
Gdpr
Botpress✓
langflow–
Hipaa
Botpress✓
langflow–
Soc2
Botpress✓
langflow–
Vulnerabilities
Adoption
Dependent repos
Botpress–
langflow11
Github stars
Botpress–
langflow155,648
Activity
Commits last 30d
Botpress–
langflow100
Release
Cadence days
Botpress–
langflow6
History
Botpress–
langflow20 items
License
Spdx
Botpress–
langflowMIT
Language
Primary
Botpress–
langflowPython
Market
Availability
Content
Faq
Botpress6 items
langflow8 items

Capabilities

Feature-by-feature on the axes that matter for no code agent builders. “-” means undocumented, not absent.

Capabilities
Architecture model
BotpressManaged cloud saas
langflowOpen source self hosted
Rag knowledge base document upload and chunking
Botpress✓
langflow✓
Notion google drive confluence sync connectors
Botpress✗
langflow✓
Visual drag and drop node canvas builder
Botpress✓
langflow✓
Multi model selection openai anthropic local
Botpress✗
langflow✓
Custom API tool calling and webhook execution
Botpress✓
langflow✓
Team sharing and role based access control RBAC
Botpress✓
langflow✓
Embeddable iframe or chat widget export
Botpress✓
langflow-
Agent memory and persistent conversation threads
Botpress✓
langflow✓
Slack or microsoft teams bot deployment
Botpress✓
langflow-
SOC2 type ii
Botpress✓
langflow-
Mit or apache permissive oss license
Botpress✓
langflow✓
Pricing model
Botpresstiered_subscription
langflowFree open source

What each one is

The product in its own terms, so the numbers below have context.

Botpress

A customer support platform that uses AI agents to automatically handle complex customer issues including refunds, account updates, and multi-step workflows, with built-in escalation to human agents when needed.

Independently observed

langflow

An open-source platform that simplifies building and deploying AI agents and workflow automation with a visual drag-and-drop interface. Supports multiple LLMs, vector databases, and integrations with built-in cloud deployment options.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Botpress

from $150/moSubscriptionFree tier

From free to $750+/mo. Conversation-based pricing with auto-recharge on overage.

  • FreeFree
    • 100 conversations/mo
    • 3 AI agents
    • Help Center
    • Community support
  • Plus$150/mo billed annually
    • 250 conversations/mo included
    • Packs of 100 conversations for $65
    • Unlimited AI agents
    • Remove Botpress branding
    • Help Center with custom domain
    • +1 more
  • TeamContact sales
    • 1,500 conversations/mo included
    • Unlimited seats
    • Teams, routing & RBAC
    • Team analytics
    • Real-time collaboration
    • +3 more
as of verify ↗

langflow

HybridFree tier

Free open-source + free cloud tier

  • Open SourceFree
  • CloudFree
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Botpress✓
langflow✓
macOS
Botpress✗
langflow✓
Windows
Botpress✗
langflow✓
Linux
Botpress✗
langflow✓
CLI
Botpress✗
langflow✓
Deployment
Cloud / SaaS
Botpress✓
langflow✓
Self-hosted
Botpress✓
langflow✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (1)
  • Slack

Botpress

7 total - 6 not shared
  • WhatsApp
  • Facebook Messenger
  • Telegram
  • Webflow
  • Zendesk
  • Web Chat
Independently observed

langflow

14 total - 13 not shared
  • LangSmith
  • LangFuse
  • Airbyte
  • Anthropic
  • Azure
  • Cassandra
  • Confluence
  • Couchbase
  • Google Cloud
  • Google Drive
  • Notion
  • OpenAI
  • Serp API
Independently observed
Still deciding?

Botpress or langflow: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.