AllocateFLUX.1 Schnell vs Cogito v2.1 671B
FLUX.1 Schnell and Cogito v2.1 671B 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.
F FLUX.1 SchnellC Cogito v2.1 671B
LabBlack Forest LabsDeep Cogito
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 FLUX.1 Schnell for
- Draft and thumbnail generation
- High-volume image pipelines
- Open-weight image work
Choose Cogito v2.1 671B for
- Long reasoning chains
- Open-weight agents
- Self-hosted reasoning
Common questions
Can I fine-tune FLUX.1 Schnell or Cogito v2.1 671B?
Both publish open weights (FLUX.1 Schnell: Not listed; Cogito v2.1 671B: Not listed), so both can be fine-tuned. On Allocate the trained weights stay inside your boundary and belong to you.
Related comparisons
FLUX.1 Schnell vs OpenAI GPT-OSS 20BCogito v2.1 671B vs OpenAI GPT-OSS 20BFLUX.1 Schnell vs OpenAI GPT-OSS 120BCogito v2.1 671B vs OpenAI GPT-OSS 120BFLUX.1 Schnell vs Llama 4 Scout Instruct (17Bx16E)Cogito v2.1 671B vs Llama 4 Scout Instruct (17Bx16E)
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.