Cost

fixtures/drift-demo · every LLM call this run made, grouped by stage and tier.

Prices confirmed against the real Nebius dashboard — see config/pricing.json.

Total calls

Total spend

$0.13

Filtered pre-inference

Ultra share of calls

26.3%

All-Ultra counterfactual

What this run would have cost if every call — including triage and DS descriptions — had been routed to Ultra instead of its actual tier, at the same token counts.

Actual: $0.13

All-Ultra: $0.27

Saved: 50.6%

By tier

Name	Calls	Prompt tokens	Completion tokens	Spend
nano	24	20,106	8,882	$0.0033
super	18	45,629	28,192	$0.04
ultra	15	21,860	22,393	$0.09

By stage

Name	Calls	Prompt tokens	Completion tokens	Spend
migrate	15	21,860	22,393	$0.09
adjudicate	18	45,629	28,192	$0.04
ds-describe	23	17,348	6,244	$0.0025
triage	1	2,758	2,638	$0.0008