Comparisons

Llama 4 70B vs Claude Opus 4.8

Llama 4 70B is not currently in the Allocate serving catalog, so this page lists no prices for it: every price on this site comes from the live catalog.

Llama 4 70B Claude Opus 4.8
LabMetaAnthropic
AccessNot served on AllocateAPI only
Context windown/a200K tokens
List price, inputNot served$5 / M tokens
List price, outputNot served$25 / M tokens
Cached inputn/an/a
LicenseNot listedProprietary API
Fine-tunableYesNo

Specifications and provider list prices from the Allocate catalog, checked 2026-07-21.

Choose Llama 4 70B for

  • First private fine-tunes
  • Classification and extraction
  • On-boundary deployments
Llama 4 70B details

Choose Claude Opus 4.8 for

  • Hardest reasoning problems
  • High-stakes analysis
  • Escalation tier for agents
Claude Opus 4.8 details

Common questions

Which has the bigger context window?

Claude Opus 4.8: 200,000 tokens (200K) against an unlisted window for Llama 4 70B.

Can I fine-tune Llama 4 70B or Claude Opus 4.8?

Llama 4 70B publishes open weights (Not listed) and can be fine-tuned on your own data. Claude Opus 4.8 is a closed model served over API; its weights are not available.

Related comparisons

Run the numbers on your workload

Or don’t 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.