Comparisons /

Cogito v2.1 671B vs LFM2.5 8B A1B

Cogito v2.1 671B and LFM2.5 8B A1B 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 671BL LFM2.5 8B A1B
LabDeep CogitoLiquid AI
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
Cogito v2.1 671B details →

Choose LFM2.5 8B A1B for

  • High-volume extraction
  • Latency-sensitive routes
  • Edge deployments
LFM2.5 8B A1B details →

Common questions

Can I fine-tune Cogito v2.1 671B or LFM2.5 8B A1B?

Both publish open weights (Cogito v2.1 671B: Not listed; LFM2.5 8B A1B: Not listed), so both can be fine-tuned. On Allocate the trained weights stay inside your boundary and belong to you.

Related comparisons

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.