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.
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
Choose Claude Opus 4.8 for
- Hardest reasoning problems
- High-stakes analysis
- Escalation tier for agents
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.