Choose what you want to run.
Competitive per-GPU-hour pricing for both short-term bursts and extended runs.
Verified hardware for inference, fine-tuning, embeddings, transcription, and generation.
Spin up for hours, days, or weeks. No long-term commitments required.
Bring a Docker image or we can help you containerise your workload.
We confirm availability, pricing, and fit before provisioning anything.
From real-time inference to overnight batch jobs.
Serve and run jobs are instant. The steps below apply to dedicated capacity requests.
Submit your capacity request with GPU type, workload, and budget.
We confirm GPU availability and pricing within one business day.
You review and approve the quote — no obligation before this point.
We provision capacity and assist with workload setup if needed.
You receive a usage summary and billing breakdown after the run.
GPU Compute — pay as you go
No setup fee. No monthly fee. Pay only while jobs or endpoints run. Max cost required before launch.
GPU jobs (badgr run)
Evals, batch inference, scripts, fine-tune smoke tests. Pay only for runtime.
Billed by GPU-hour while running
Model serving (badgr serve)
OpenAI-compatible endpoint for Llama, Mistral, Qwen, and more. Pay while running.
Billed by GPU-hour while running
Tell us what you need. We’ll reply with availability, pricing, and next steps.