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Clusy

Agent-native notebook that finds data, writes cells, provisions GPUs and runs experiment branches from a prompt

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freemiumUsage-based with four published tiers plus Enterprise. Free is $0/mo: the Auto model for fast low-cost everyday work on a CPU sandbox with 8 vCPU and 8 GB RAM. Plus is $30/mo, adding open models (DeepSeek V4 Pro, Kimi K3, Qwen3.8 Max), entry GPUs (T4, L4, A10) up to 24 GB VRAM, up to 32 GB sandbox RAM, a monthly usage allowance and optional pay-as-you-go beyond it. Pro is $90/mo for every model including Claude Sonnet and Opus and GPT, mid-tier GPUs (L40S, A100) up to 80 GB VRAM, up to 64 GB sandbox RAM and at least 4× the Plus allowance. Max is $200/mo with all models and GPUs unthrottled, H100 and H200 up to 141 GB VRAM, up to 128 GB sandbox RAM, at least 12× the Plus allowance and priority capacity. Enterprise covers higher limits, dedicated capacity and SSO.View full pricing →

About Clusy

Clusy is an agent-native notebook for machine learning and data science — the pitch is that instead of writing cells, you describe the experiment and it runs every branch. Give it a research question and it finds the data, writes the cells, provisions the compute, runs the work and hands back the branch that succeeded, with the notebook filling in as it goes so you can watch and intervene. You can queue a follow-up while a run is in flight rather than waiting for it to finish. The workflows it advertises end to end are the ones that normally span four tools: dataset discovery, preprocessing, sandboxed training, and parallel experiments, all from a single prompt. Testimonials on the site come from named researchers — a MATS research fellow and OpenAI red-teaming contractor, a Tsinghua postgraduate researcher, an incoming Google engineer, and the co-founder of a coding-agent company using it to post-train open-weight models — describing it fetching data autonomously from public repositories and reproducing a model from a paper. Compute is part of the product rather than something you attach: the free tier gives a CPU sandbox and a fast default model, and higher tiers unlock progressively larger GPUs from T4 and L4 up through A100, H100 and H200, plus access to open-weight models and frontier models including Claude and GPT. The company is backed by Founders, Inc.

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Key Features

Describe an experiment and it runs the branches, returning the one that worked
Autonomous dataset discovery and preprocessing
Sandboxed training with GPUs provisioned as part of the plan
Queue follow-up instructions while a run is still executing
Open-weight and frontier models on the same surface
Notebook interface you can read and edit rather than a black box

Clusy Pros & Cons

Pros

  • +GPU time bundled into a flat monthly tier is simpler than renting compute separately
  • +Named researchers describing concrete end-to-end workflows is stronger evidence than usual
  • +Free CPU tier is enough to evaluate the interaction model

⚠️ Cons

  • Monthly usage allowances are not quantified on the pricing page
  • Frontier models are gated behind the $90 Pro tier
  • Agent-written notebooks still need review before results are trusted

Tags

notebookmachine-learninggpuexperimentsfine-tuningresearch
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