
Letta vs smolagents: Which is Better in 2026?
Choosing between Letta and smolagents? 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.
Letta is for: Teams building agents that must remember users and context across sessions and restarts, with memory as the core design.
smolagents is for: Developers who want a small, readable agent library where agents act by writing and running Python code.
Quick verdict
There’s no single winner; pick on your constraint. Choose Letta if your agent must remember users and past sessions over weeks or months. Choose smolagents if you want a minimal library you can fully understand and modify.
Letta vs smolagents — Side by Side
| Letta | smolagents | |
|---|---|---|
| Category | Agent Framework | Agent Framework |
| What it is | Agent server and SDKs: agents with persistent memory | Code library: minimal code-writing agents |
| Languages | Python and TypeScript SDKs | Python |
| Licence | Apache 2.0 | Apache 2.0 |
| Managed / paid option | Letta API: free tier, Pro $20/month plus usage | None |
| Project status | Active | Active |
| Pricing | Free · paid from $20/mo | Free |
| Starting price | Free tier available | Free tier available |
| Free tier | ||
| Rating | 4.0 | 4.1 |
| Best for | Agent Framework — long-term memory, stateful agents, self-host or hosted | Agent Framework — code-writing agents, minimal library, Hugging Face models |
Pros & Cons
- 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
- Small enough to read end to end in an afternoon
- Code-as-action beats JSON tool calls for many tasks
- Hugging Face Hub integration
- Deliberately minimal — no orchestration layer
- Running model-written code needs a sandbox
Key Features Compared
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
smolagents
- CodeAgent writes Python as its actions instead of JSON tool calls
- Sandboxed execution through E2B or Docker
- Hugging Face Hub integration for models and tools
- Small codebase you can read end to end
- Apache 2.0 licence
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.
Choose smolagents if…
- You want a minimal library you can fully understand and modify.
- Your tasks suit agents that write code, such as data analysis.
- You use open models from the Hugging Face Hub.
Frequently Asked Questions
Is Letta better than smolagents?⌄
There’s no single winner; pick on your constraint. Choose Letta if your agent must remember users and past sessions over weeks or months. Choose smolagents if you want a minimal library you can fully understand and modify.
What is the difference between Letta and smolagents?⌄
What it is — Letta: Agent server and SDKs: agents with persistent memory. smolagents: Code library: minimal code-writing agents. Languages — Letta: Python and TypeScript SDKs. smolagents: Python. Managed / paid option — Letta: Letta API: free tier, Pro $20/month plus usage. smolagents: None.
Letta vs smolagents: which is cheaper?⌄
Letta pricing: Free · paid from $20/mo. smolagents pricing: Free. Confirm current pricing on each tool's official site, as plans change.
Which is rated higher, Letta or smolagents?⌄
In our catalog, Letta rates 4.0 out of 5 and smolagents rates 4.1 out of 5, so smolagents has a slight edge on reviews.
When should I skip both Letta and smolagents?⌄
Skip Letta if you only need short-lived task agents. A lighter SDK is simpler. Skip smolagents if you need orchestration, memory or deployment built in. smolagents leaves those to you.
Sources · tool facts checked October 2026
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