Cogito v2.1 671B vs Llama Guard 4 12B
Cogito v2.1 671B and Llama Guard 4 12B 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
Llama Guard 4 12B
LabDeep CogitoMeta
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 listedNot listed
Fine-tunableYesYes
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 Llama Guard 4 12B for
- Prompt and reply moderation
- Policy labelling
- Guardrails in front of agents
Common questions
Can I fine-tune Cogito v2.1 671B or Llama Guard 4 12B?
Both publish open weights (Cogito v2.1 671B: Not listed; Llama Guard 4 12B: Not listed), so both can be fine-tuned. On Allocate the trained weights stay inside your boundary and belong to you.
Related comparisons
Cogito v2.1 671B vs Llama 4 Scout Instruct (17Bx16E)Llama Guard 4 12B vs Llama 4 Scout Instruct (17Bx16E)Cogito v2.1 671B vs Meta Llama 3.3 70B Instruct TurboLlama Guard 4 12B vs Meta Llama 3.3 70B Instruct TurboCogito v2.1 671B vs Meta Llama 3.1 405B InstructLlama Guard 4 12B vs Meta Llama 3.1 405B Instruct
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.