AI compute & infrastructure brokerage

Find the capacity to power your AI.

Find GPU compute, colocation and data-center capacity that fits your workload.

Compute · Colocation · Capacity

An RTX 5090-style dual-fan GPU centered in front of three aligned server racks

Free compute calculator

API or GPU: which costs less?

Compare costs at your token volume.

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Cost at your token volume

USD / month · million tokens / month

API cost versus GPU rental by token volumeAPI costs rise with token volume; GPU rental is a fixed budget with throughput assumptions.

Dashed GPU segments have unverified throughput or exceed the entered benchmark capacity. Hardware does not scale automatically.

Edit model prices & GPU setups Up to 3 of each

API models

GPU rental configurations

Editable reference prices dated 6 October 2026. Check current rates, availability and model/GPU compatibility.

Advanced workload & billing assumptions
0 = auto; includes the first cost crossover.

Enter capacity for each GPU setup in its expanded settings. Use input and output throughput from the same benchmark. Token volume does not describe peak load or latency.

USD estimates. Taxes, engineering, storage, egress and startup costs are excluded unless included in your rates or overhead.

For providers

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Fixed-price AI model tests

Choose with evidence.

Test models and tools on your own data. Get measured results and reusable code.

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Model replacement

Test 2 cheaper models against your current API

Compare your current API with two cheaper models on 50 real examples. See the savings, the failures and whether a switch makes sense.

50 examples · 3 models · 5 business days

Document extraction

Choose a document extractor tested on 20 pages

Compare two extraction solutions on 20 of your pages. See field errors, running costs and which option fits your documents.

20 pages · 2 solutions · 5 business days

Search & embeddings

Choose a search model tested on 30 real queries

Compare three embedding models and a keyword baseline on your documents and 30 queries. See which finds the information you need.

30 queries · 3 models · 4 business days