cloudfit

Pick a workload, get a cloud machine-type recommendation.

Demo UI over cloudfit-core. Scores a bundled GCP snapshot (875 instance types across 5 regions) against your workload profile. For programmatic access, see the HTTP API.

Quick start · click an example
Radio

Or set up your own
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Archetype

Classification label only; it does not change the ranking in this release. io: disk-saturating · cpu: thread-parallel · mem: large RAM · gpu: GPU inference · burst: scatter-gather
Optimize for
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Top pick: c2d-highcpu-32

32 vCPU · 64 GB RAM · GCP · us-central1

$1.199/hr (~$875/month at 24/7)

Composite score 0.989 / 1.000 · cost 0.97 · perf 1.00 · avail 1.00

Higher is better. cost is relative to the candidates (cheapest qualifying = 1.0, dearest = 0.0) · perf favors a close fit to requested vCPU and RAM (exact through 1.5x scores highest, then decays) · avail favors active (non-deprecated) machine types.

Ranked recommendations

About the snapshot. Representative sample of GCP Compute Engine across us-central1, us-east1, us-west1, europe-west4, asia-southeast1 (snapshot generated 2026-05-28). Not live pricing — use cloudfit-provider-gcp to regenerate from your own GCP project.

Source code. cloudfit-ui · cloudfit-core · cloudfit-api · cloudfit-io.github.io