LLM·Dex

Llama 4 70B vs o3

A complete head-to-head: pricing, context window, benchmarks, modality coverage, and openness, with a programmatic verdict synthesized from the underlying data.

Updated

Llama 4 70B specs · o3 specs
Verdict by category
  • Priceo3

    o3 publishes pricing ($8.00 / 1M output tokens) while Llama 4 70B does not.

  • Context windowo3

    o3 accepts 200K tokens vs 128K, 1.6× the room for long documents and codebases.

  • BenchmarksTie

    No directly comparable public benchmarks are available for both models, check the spec sheets for individual scores.

  • ModalitiesTie

    Both handle text, vision.

  • OpennessLlama 4 70B

    Llama 4 70B ships open weights (Llama 4 Community License); o3 is API-only.

On balance o3 edges ahead, winning 2 of 5 categories against Llama 4 70B's 1. o3 publishes pricing ($8.00 / 1M output tokens) while Llama 4 70B does not. o3 accepts 200K tokens vs 128K, 1.6× the room for long documents and codebases.

No directly comparable public benchmarks are available for both models, check the spec sheets for individual scores. Both target the same set of modalities (text, vision), so the deciding factors are price, context, and raw quality. Llama 4 70B ships open weights (Llama 4 Community License); o3 is API-only.

Both shipped within roughly a month of each other in 2025, so they share the same generation of training data and tooling. Llama 4 70B is usually picked for open source llm and edge deployment workloads, while o3 sees more deployments in reasoning and math. If pricing matters more than every last benchmark point, run the numbers in the calculator below before committing.

Side-by-side specs

SpecLlama 4 70Bo3
ProviderMetaOpenAI
ReleasedApr 2025Apr 2025
Modalitiestext, visiontext, vision
Context window128K tokens200K tokens
Max output,,
Input · 1MPricing not published$2.00 / 1M tokens
Output · 1MPricing not published$8.00 / 1M tokens
Knowledge cutoff,2024-06
Open weightsYes (Llama 4 Community License)No
API availableYesYes

Pricing at scale

What you'd actually pay at typical workloads. Numbers come from each model's published per-million-token rates.

  • Light usage, 100k in / 50k out per day, vs $18.00
  • Heavy usage, 1M in / 500k out per day, vs $180
  • RAG workload, 5M in / 200k out per day, vs $348

Light usage, 100k in / 50k out per day: pricing not directly comparable (one or both models are missing public per-token rates). Heavy usage, 1M in / 500k out per day: pricing not directly comparable (one or both models are missing public per-token rates). RAG workload, 5M in / 200k out per day: pricing not directly comparable (one or both models are missing public per-token rates).

Price calculator

Estimated spend for the listed models at your usage. Numbers are derived from each model's published per-million-token rates.

  • Llama 4 70BPricing unavailable
  • o3$0.600

Benchmarks compared

Only sourced numbers. Where a benchmark is missing for one model we show the available value rather than fabricating the other.

Llama 4 70Bo3
  • HumanEval,95.0
  • GPQA,87.7
Pick Llama 4 70B if

Llama 4 70B fits when…

  • Self-hostable on commodity hardware
  • Strong all-rounder
  • Mature tooling (vLLM, SGLang)
  • Self-hosting and on-prem requirements, open weights (Llama 4 Community License).
Pick o3 if

o3 fits when…

  • Industry-leading reasoning depth at launch
  • Strong on math, science, and abstract puzzles
  • Tool-use during reasoning loops
  • Long-context tasks, handles 200K tokens vs 128K for Llama 4 70B.
Don't want either?

Consider Llama 4 405B

Meta's flagship open-weight model, sparse MoE design competitive with closed-frontier flagships.

Frequently asked

  • Is Llama 4 70B or o3 cheaper?
    Per-token pricing isn't published for at least one of these models, check each model's spec page for current rates.
  • Which has the larger context window?
    o3 accepts 200K tokens vs 128K for Llama 4 70B.
  • Is Llama 4 70B or o3 better for coding?
    Both Llama 4 70B and o3 are competitive on coding benchmarks. See each model's individual spec page for HumanEval and SWE-bench scores where published. For an opinionated pick, consult our Best LLM for Coding ranking.
  • Are either of these models open source?
    Llama 4 70B ships open weights (Llama 4 Community License). o3 is API-only.
  • When were Llama 4 70B and o3 released?
    Llama 4 70B was released by Meta on 2025-04-05. o3 was released by OpenAI on 2025-04-16.
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