AllocateCogito v2.1 671B vs Veo 3.0 Fast with audio
Cogito v2.1 671B and Veo 3.0 Fast 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 Fast with audio
Veo 3.0 Fast 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
Choose Veo 3.0 Fast with audio for
- Cheap clips with sound
- Social video drafts
- Bulk generation
Common questions
Can I fine-tune Cogito v2.1 671B or Veo 3.0 Fast with audio?
Cogito v2.1 671B publishes open weights (Not listed) and can be fine-tuned on your own data. Veo 3.0 Fast with audio is a closed model served over API; its weights are not available.
Related comparisons
Cogito v2.1 671B vs Gemini 3.5 FlashVeo 3.0 Fast with audio vs Gemini 3.5 FlashCogito v2.1 671B vs Gemini 3.1 ProVeo 3.0 Fast with audio vs Gemini 3.1 ProCogito v2.1 671B vs OpenAI GPT-OSS 20BVeo 3.0 Fast with audio vs OpenAI GPT-OSS 20B
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.