from openai import OpenAI
import os
client = OpenAI(
api_key=os.getenv("POOLSIDE_API_KEY"),
base_url="https://inference.poolside.ai/v1"
)
response = client.chat.completions.create(
model="poolside/laguna-s-2.1",
messages=[{
"role": "user",
"content": "What are channels in Go?"
}]
)Pulse. Real-time data from our models usage.
Models usage metrics, refreshed daily from OpenRouter and Hugging Face.
7.4 trillion tokens processed on OpenRouter since our first launch.
- 3 trillion Tokens last 30 days
- 538 billion Tokens last 7 days
- 75 billion Tokens last day
- 171 billion Record daily tokens (30 Jun 2026)
Stats for all models.
Top models on OpenRouter last month
Tokens over the last 30 days. Source: OpenRouter (openrouter.ai/rankings), as of 29 Jul 2026 (updated 16:11 UTC). View open models leaderboard
Top apps using Poolside models
- Hermes Agent Hermes Agent is an open-source, self-improving AI agent by Nous Research that runs persistently with memory across sessions, and builds reusable skills from experience.224B
- Kilo Code Kilo Code is an open-source AI coding agent that works across VS Code, JetBrains, and CLI to help developers ship code faster with agentic workflows.170B
- Cline Cline is an open-source AI coding agent that lives inside your IDE, autonomously exploring your codebase, editing files, running terminal commands, and using browser automation.88B
- Claude Code Claude Code is Anthropic's agentic coding tool that reads your entire codebase, plans and executes changes across files, runs tests, and iterates on failures, all from natural language prompts.39B
- OpenClaw OpenClaw is an open-source AI agent that connects to your messaging apps and takes real actions on your behalf, from running commands and browsing the web to managing files and sending emails.30B
- Oh-My-Pi11B
Tokens across all Laguna deployments, last 30 days. Apps that do not expose token counts on
OpenRouter, including OpenCode, are excluded. Source: OpenRouter (openrouter.ai), as of 29 Jul 2026 (updated 16:11 UTC). Source: Laguna XS 2.1 / Laguna S 2.1 / Laguna M.1
Top coding agents on OpenRouter
Tokens over the last 30 days. Source: OpenRouter (openrouter.ai/apps), as of 29 Jul 2026 (updated 16:11 UTC).
1.1M model weight downloads on Hugging Face since our first launch.
Download weights- 705.5k Downloads last 30 days
- 540.5k Downloads last 7 days
- 5k Downloads last day
- 11.5k Avg. downloads per day
Stats for all models.
Get started with Laguna. Free to use for a limited time.
$ curl -fsSL https://downloads.poolside.ai/pool/install.sh | sh
poolv1.0.6
• Connected to agent server · Laguna S 2.1
› Audit the checkout flow for race conditions
● Thinking
⎿ Tracing order creation and transaction boundaries
● Read(src/checkout/createOrder.ts)
● Edit(src/checkout/createOrder.ts)
● Bash(pnpm test checkout)
⎿ ✓ 12 tests passed in 284ms
⠹ Working… (12s)
Laguna in your terminal with pool.
$ docker run --gpus all poolside/laguna
NVIDIA DGX Spark · GB10 Grace Blackwell
128 GB unified memory · CUDA device ready
Loading poolside/laguna-s-2.1
Precision FP4 · Context 131,072
Starting OpenAI-compatible inference server...
✓ Ready at http://localhost:8000/v1
Run Laguna locally.
Work with Poolside Desktop Assistant.
Our partners
Discover how we built our models.
-
The Model Factory series
A six-part blog series on how we train, evaluate, and iterate on foundation models. From GPU-to-GPU weight transfers and automated architecture ablations to reinforcement learning from code execution at scale. Laguna S 2.1: a small model that refuses to give upNew
Today we're releasing Laguna S 2.1, a 118B-parameter model (8B active) with a 1M-token context window, in thinking and no-thinking modes. On long-horizon coding benchmarks it holds its own against models many times its size.Laguna M.1/XS.2 Technical Report
We present LAGUNA M.1 and LAGUNA XS.2, two Mixture-of-Experts foundation models built for long-horizon, agentic coding: M.1 has 225.8B total parameters (23.4B activated per token) and XS.2 has 33.4B total (3B activated).Introducing Laguna XS.2 and Laguna M.1
We’re releasing two foundation models and two products into preview today.
Start building with Laguna
Bring it into your existing tools and harnesses in minutes. Free in Preview for a limited time.