VERIFY BEFORE CHOOSING

How to know whether local AI fits

Specifications matter when they connect to your work. Agree the tasks and conditions needed to assess the selected system.

Discuss a test for my task

Answer quality

Documents: the answer is supported by the relevant passage. Code: the change passes the selected checks. Account for errors and uncertain answers as well.

The time you actually wait

Measure time to the first response and task completion separately. Tokens per second is an additional technical metric, not a promise of quality.

Team workload

Test concurrent requests and material length. Employee count and simultaneous active requests are different parameters.

Local models are our focus

What the test plan records

The test setup, access and testing cost are agreed separately.

Exact model version and weight format
Hardware, engine, drivers and settings
Input tasks, material length and output length
Concurrent request count and access conditions
Quality criteria, timing and measurement date
Result provenance: our test, an external measurement or an estimate

COST CALCULATOR

What it costs to own your AI

Compare costs over your chosen period using your own inputs. System prices are preliminary; the calculation is not a quotation.

Catalogue systemPeriodAdditional one-time costs, RUBOnly costs outside the selected package, such as import or an additional integration.Average whole-system power, kWUse measured consumption, rather than the power supply rating.Operation per month, hoursElectricity, RUB / kWhMaintenance and administration, RUB / monthInclude agreed support and licences where needed.Your cloud AI costs, RUB / monthCompare at a quality level and workload that meets your needs.

A READY RESULT, BEYOND THE COMPONENTS

What your proposal will cover

Agree each item and its cost before ordering. Additional integrations and ongoing support are described separately.

Hardware

Exact specifications, component condition and handover terms.

Model version

Model name, weight format and terms of use.

An easy start

Interface, required software and access settings.

Result verification

Tasks, conditions and a way to assess the system.

Handover & guidance

Startup instructions and the agreed level of assistance.

Warranty & support

Terms, a responsible contact and the service procedure.