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
AI compute & infrastructure brokerage
Find GPU compute, colocation and data-center capacity that fits your workload.
Compute · Colocation · Capacity

Free compute calculator
Compare costs at your token volume.
Dashed GPU segments have unverified throughput or exceed the entered benchmark capacity. Hardware does not scale automatically.
Editable reference prices dated 6 October 2026. Check current rates, availability and model/GPU compatibility.
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.
Find capacity
Rent GPU instances, dedicated nodes or a cluster for inference, training or evaluation.
Find colocation or data-center capacity for hardware you own or plan to deploy.
For providers
Share your GPU inventory, colocation or facility capacity for a private review.
Submit capacity ↗We agree what can be shared before making introductions.
Fixed-price AI model tests
Test models and tools on your own data. Get measured results and reusable code.
Model replacement
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
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
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