AllocateCogito v2.1 671B vs Veo 3.0 with audio
Cogito v2.1 671B and Veo 3.0 with audio are not currently in the Allocate serving catalog, so this page lists no prices for them: every price on this site comes from the live catalog.
C Cogito v2.1 671B
Veo 3.0 with audio
Veo 3.0 with audioLabDeep CogitoGoogle
AccessNot served on AllocateNot served on Allocate
Context windown/an/a
List price, inputNot servedNot served
List price, outputNot servedNot served
Cached inputn/an/a
LicenseNot listedProprietary API
Fine-tunableYesNo
Specifications and provider list prices from the Allocate catalog, checked 2026-09-12.
Choose Cogito v2.1 671B for
- Long reasoning chains
- Open-weight agents
- Self-hosted reasoning
Common questions
Can I fine-tune Cogito v2.1 671B or Veo 3.0 with audio?
Cogito v2.1 671B publishes open weights (Not listed) and can be fine-tuned on your own data. Veo 3.0 with audio is a closed model served over API; its weights are not available.
Related comparisons
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Run the numbers on your workload
Or do not choose. On Allocate a route name is the contract: point yours at one model today, swap to the other tomorrow, and compare them on your live traffic with per-token metering.