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Langflow vs Letta: Which is Better in 2026?

Agent Framework

Choosing between Langflow and Letta? Both are popular agent framework tools. Below we compare them on pricing, free tiers, features, and pros & cons so you can pick the right fit for your stack.

Langflow is for: Teams who want to build and test agent and RAG flows visually, then serve them as APIs or MCP servers.

Letta is for: Teams building agents that must remember users and context across sessions and restarts, with memory as the core design.

Quick verdict

There’s no single winner; pick on your constraint. Choose Langflow if you want to prototype agent or RAG flows visually before writing code. Choose Letta if your agent must remember users and past sessions over weeks or months.

Langflow vs Letta — Side by Side

LangflowLetta
CategoryAgent FrameworkAgent Framework
What it isVisual builder for agent and RAG flowsAgent server and SDKs: agents with persistent memory
LanguagesVisual editor; Python componentsPython and TypeScript SDKs
LicenceMITApache 2.0
Managed / paid optionSelf-host or Langflow DesktopLetta API: free tier, Pro $20/month plus usage
Project statusActive; 1.xActive
PricingFreeFree · paid from $20/mo
Starting priceFree tier availableFree tier available
Free tier
Rating3.94.0
Best forAgent Framework — visual builder, RAG prototyping, MCP serversAgent Framework — long-term memory, stateful agents, self-host or hosted

Pros & Cons

  • Fastest way to prototype a chain visually
  • Exports to code rather than trapping you
  • Free and self-hostable
  • Visual editing gets unwieldy past a certain size
  • Versioning a flow is harder than versioning code
  • Memory is the design centre, not an add-on
  • Agents survive restarts with state intact
  • Comes from the MemGPT paper
  • Younger project with a moving API
  • Memory model is opinionated

Key Features Compared

Langflow

  • Drag-and-drop builder for agents and RAG flows
  • Flows served as APIs, and exposable as MCP servers
  • Works as an MCP client as well
  • Self-host it, or run Langflow Desktop locally
  • Owned by IBM through its DataStax acquisition
  • MIT licence

Letta

  • Persistent, self-editing agent memory (from the MemGPT research)
  • Agents keep their state across restarts
  • Self-hosted server, or the hosted Letta API
  • Hosted plans: free tier and Pro at $20 a month with pay-as-you-go usage
  • Letta Code, an open-source coding agent with memory across sessions
  • Apache 2.0 licence

Choose Langflow if…

  • You want to prototype agent or RAG flows visually before writing code.
  • Non-developers on your team need to edit flows.
  • You want flows exposed as APIs or MCP servers without extra code.

Choose Letta if…

  • Your agent must remember users and past sessions over weeks or months.
  • You want agents that keep state when the process restarts.
  • You want the choice of self-hosting or a hosted API.

Frequently Asked Questions

Is Langflow better than Letta?⌄

There’s no single winner; pick on your constraint. Choose Langflow if you want to prototype agent or RAG flows visually before writing code. Choose Letta if your agent must remember users and past sessions over weeks or months.

What is the difference between Langflow and Letta?⌄

What it is — Langflow: Visual builder for agent and RAG flows. Letta: Agent server and SDKs: agents with persistent memory. Languages — Langflow: Visual editor; Python components. Letta: Python and TypeScript SDKs. Licence — Langflow: MIT. Letta: Apache 2.0. Managed / paid option — Langflow: Self-host or Langflow Desktop. Letta: Letta API: free tier, Pro $20/month plus usage. Project status — Langflow: Active; 1.x. Letta: Active.

Langflow vs Letta: which is cheaper?⌄

Langflow pricing: Free. Letta pricing: Free · paid from $20/mo. Confirm current pricing on each tool's official site, as plans change.

Which is rated higher, Langflow or Letta?⌄

In our catalog, Langflow rates 3.9 out of 5 and Letta rates 4.0 out of 5, so Letta has a slight edge on reviews.

When should I skip both Langflow and Letta?⌄

Skip Langflow if your flows will grow large and need code review and versioning. A code library such as LangGraph is easier to manage. Skip Letta if you only need short-lived task agents. A lighter SDK is simpler.

Sources · tool facts checked October 2026

  1. 1.Langflowlangflow.org
  2. 2.Letta Code (Letta docs)docs.letta.com

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