vioscale
Comparison

Botpress vs langflow

On the evidence we track, Botpress leads this comparison with a composite score of 66/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Botpress full profile →langflow full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
★Botpress66
langflow60
Score
Vioscale score
Botpress66 / 100medium · 54%
langflow60 / 100medium · 67%
Pricing
Free tier
Botpress✓
langflow✓
Model
Botpressfreemium
langflowcommercial
Price level
Botpresshigh
langflowfree
Starting price
Botpress$150
langflow–
Transparent
Botpress✓
langflow✗
Integrations
Count
Botpress6
langflow12
Security
Gdpr
Botpress✓
langflow–
Hipaa
Botpress✓
langflow–
Soc2
Botpress✓
langflow–
Vulnerabilities
Adoption
Dependent repos
Botpress–
langflow11
Github stars
Botpress–
langflow153,712
Activity
Commits last 30d
Botpress–
langflow100
Release
Cadence days
Botpress–
langflow7
History
Botpress–
langflow20 items
License
Spdx
Botpress–
langflowMIT
Language
Primary
Botpress–
langflowPython
Market
Availability
Content
Faq
Botpress–
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

Leader

An AI-native customer service platform that processes support tickets, manages refunds and account updates, and runs multi-step workflows automatically. It works alongside existing helpdesks or as a standalone system, learning from each resolved ticket to automate similar future requests.

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

Leader
from $150/moSubscriptionFree tier

From $150/mo (Plus tier). Free tier with 100 conversations/mo.

  • FreeFree
    • 3 AI agents
    • Resolution SLA
    • Help Center
    • Community support
  • Plus$150/mo billed annually
    • Unlimited AI agents
    • Remove Botpress branding
    • Help Center with custom domain
    • Live chat technical support
    • $0.10 AI usage per conversation included
  • TeamContact sales
    • Teams, routing & RBAC
    • Team-level analytics
    • Real-time collaboration
    • Custom conversation volume
    • Dedicated support engineer
    • +2 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✓
Hybrid
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

Leader
6 total - 5 not shared
  • WhatsApp
  • Facebook Messenger
  • Telegram
  • Webflow
  • Zendesk
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

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

Botpress vs langflow: an evidence-based comparison · Vioscale