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Gemini 3.1 Pro vs Llama 4 70B

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.

Gemini 3.1 Pro Llama 4 70B
LabGoogleMeta
AccessAPI onlyNot served on Allocate
Context window1M tokensn/a
List price, input$2 / M tokensNot served
List price, output$12 / M tokensNot served
Cached inputn/an/a
LicenseProprietary APINot listed
Fine-tunableNoYes

Specifications and provider list prices from the Allocate catalog, checked 2026-07-08. Billed price is list plus the 7% transaction fee.

Choose Gemini 3.1 Pro for

  • Judgment-heavy workflows
  • Long-context analysis
  • Escalation tier above Flash
Gemini 3.1 Pro details

Choose Llama 4 70B for

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

Common questions

Which has the bigger context window?

Gemini 3.1 Pro: 1,000,000 tokens (1M) against an unlisted window for Llama 4 70B.

Can I fine-tune Gemini 3.1 Pro or Llama 4 70B?

Llama 4 70B publishes open weights (Not listed) and can be fine-tuned on your own data. Gemini 3.1 Pro is a closed model served over API; its weights are not available.

Related comparisons

Gemini 3.1 Pro vs Meta Llama 3.1 405B InstructLlama 4 70B vs Meta Llama 3.1 405B InstructGemini 3.1 Pro vs Gemini 3.5 FlashLlama 4 70B vs Gemini 3.5 FlashGemini 3.1 Pro vs Meta Llama 3.3 70B Instruct TurboLlama 4 70B vs Meta Llama 3.3 70B Instruct Turbo

Run the numbers on your workload

LLM price comparisonAgent cost calculatorGemini 3.1 ProLlama 4 70B

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.

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