NEWOn-demand inferenceExplore inference →
Nodus ComputeAI COMPUTE PLATFORM

TRAINING · INFERENCE · AGENTS

AI compute,
built for your code.

Train models, run agents, and call inference APIs. Bring your code and data. Nodus handles compute placement, job execution, and recovery from saved checkpoints.

Backed byY CombinatorOpenAI
FROM CODE TO COMPUTE

Run your container on matched compute. Follow logs and collect outputs from the same job.

Built by engineers previously at
  • OpenAI
  • SpaceXAI
  • Citadel Securities
  • Google
  • Snowflake
  • Scale AI
  • Tesla
  • AWS
  • Cadence
  • Uber
  • Coinbase
  • Capital One
Used by

Nodus from your coding agent

Your code asks.
Compute answers.

Give Claude Code, Codex, or Cursor GPU access. Estimate a run, set a spending limit, follow logs, and retrieve results from your agent.

CODEXREQUEST
NODUS / EXECUTION READY
›Run train.py with 24 GB GPU memory
01  MATCH02  EXECUTE03  RECOVER
✓WORKLOAD ACCEPTEDnw_1042 · training→
FROM INTENTTO RUNNING WORKLOAD

What you can run

Nodus is built
around your workload.

Bring your own training code.

Run pre-training, post-training, and LoRA fine-tuning with your code, data, and resource requirements.

Explore training ↗
TRAINING PROGRESS

A place for your agent’s tools.

Run agents in sandboxes, execute your evals, and support longer tasks with configurable limits.

Explore agent workflows ↗
EXECSTDOUTFILESEVALEXECPASSFILESFAILSTDINREPORTEXECPASSLIMITEVALOUTPUT

Run models on new inputs.

Call hosted models through the OpenAI-compatible Nodus inference API. Inference is in Beta.

Read the inference guide ↗
BETA

Your research, around the workload

A workspace
that stays yours.

Keep saved project files between compute sessions. Pick up your research through supported VS Code, Jupyter, or SSH connections.

Explore workspaces ↗

Pricing

Compare compute costs.

Select a GPU

16 configurations

Hourly supply price

$2.600/ hour

H100 SXM · 80 GB VRAM

Compare hourly supply

Nodus supply$2.600/h
Modal$3.949/h
34%lower supply cost

Why Nodus

Focus on the work.
We handle the run.

From finding compatible compute to restoring saved files, Nodus manages the infrastructure around your job.

01 / MATCH

Compute that fits your code.

Specify your container image, memory, and compute requirements. Nodus finds compatible capacity for the job.

How matching works →
02 / COST

Know what the run costs.

Track usage and spending across setup, execution, and recovery, with costs tied to each workload.

Set limits for agent runs →
03 / COMPLETION

Resume from your checkpoint.

When a run is interrupted, Nodus restores saved files on replacement compute. Your code reloads its checkpoint and continues.

Make training resumable →