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Ministral 8B vs Sonar Pro

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

Updated

Ministral 8B specs · Sonar Pro specs
Verdict by category
  • PriceSonar Pro

    Sonar Pro publishes pricing ($15.00 / 1M output tokens) while Ministral 8B does not.

  • Context windowSonar Pro

    Sonar Pro 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.

  • OpennessMinistral 8B

    Ministral 8B ships open weights (Mistral Research License); Sonar Pro is API-only.

On balance Sonar Pro edges ahead, winning 2 of 5 categories against Ministral 8B's 1. Sonar Pro publishes pricing ($15.00 / 1M output tokens) while Ministral 8B does not. Sonar Pro 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), so the deciding factors are price, context, and raw quality. Ministral 8B ships open weights (Mistral Research License); Sonar Pro is API-only.

Sonar Pro is the newer of the two, released 3 months after Ministral 8B, which usually means a more recent knowledge cutoff and updated safety post-training. Ministral 8B is usually picked for edge deployment and on device workloads, while Sonar Pro sees more deployments in research agent and rag. If pricing matters more than every last benchmark point, run the numbers in the calculator below before committing.

Side-by-side specs

SpecMinistral 8BSonar Pro
ProviderMistralPerplexity
ReleasedOct 2024Jan 2025
Modalitiestexttext
Context window128K tokens200K tokens
Max output,,
Input · 1MPricing not published$3.00 / 1M tokens
Output · 1MPricing not published$15.00 / 1M tokens
Knowledge cutoff,,
Open weightsYes (Mistral Research 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 $31.50
  • Heavy usage, 1M in / 500k out per day, vs $315
  • RAG workload, 5M in / 200k out per day, vs $540

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.

  • Ministral 8BPricing unavailable
  • Sonar Pro$1.05

Benchmarks compared

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

Benchmark scores not yet available. We only publish numbers we can source from official model cards or independent leaderboards, see methodology.
Pick Ministral 8B if

Ministral 8B fits when…

  • Edge-optimized
  • Strong 8B-class quality
  • Self-hosting and on-prem requirements, open weights (Mistral Research License).
Pick Sonar Pro if

Sonar Pro fits when…

  • Multi-step web search
  • Deep research output
  • Citations
  • Long-context tasks, handles 200K tokens vs 128K for Ministral 8B.
Don't want either?

Consider Mistral Large 2

Mistral's flagship API model, strong on code and reasoning, EU-friendly hosting.

See Mistral Large 2 specsMinistral 8B vs Mistral Large 2Sonar Pro vs Mistral Large 2

Frequently asked

  • Is Ministral 8B or Sonar Pro 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?
    Sonar Pro accepts 200K tokens vs 128K for Ministral 8B.
  • Is Ministral 8B or Sonar Pro better for coding?
    Both Ministral 8B and Sonar Pro 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?
    Ministral 8B ships open weights (Mistral Research License). Sonar Pro is API-only.
  • When were Ministral 8B and Sonar Pro released?
    Ministral 8B was released by Mistral on 2024-10-16. Sonar Pro was released by Perplexity on 2025-01-21.
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