LLM·Dex
Newsletter

Ministral 8B vs SmolLM2 1.7B

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 · SmolLM2 1.7B specs
Verdict by category
  • PriceTie

    Neither model publishes per-token API pricing.

  • Context windowMinistral 8B

    Ministral 8B accepts 128K tokens vs 8.2K, 15.6× 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.

  • OpennessTie

    Both ship open weights, self-host either one.

On balance Ministral 8B edges ahead, winning 1 of 5 categories against SmolLM2 1.7B's 0. Neither model publishes per-token API pricing. Ministral 8B accepts 128K tokens vs 8.2K, 15.6× 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. Both ship open weights, self-host either one.

Both shipped within roughly a month of each other in 2024, so they share the same generation of training data and tooling. Ministral 8B is usually picked for edge deployment and on device workloads, while SmolLM2 1.7B sees more deployments in on device and edge deployment. If pricing matters more than every last benchmark point, run the numbers in the calculator below before committing.

Side-by-side specs

SpecMinistral 8BSmolLM2 1.7B
ProviderMistralOther
ReleasedOct 2024Nov 2024
Modalitiestexttext
Context window128K tokens8.2K tokens
Max output,,
Input · 1MPricing not publishedPricing not published
Output · 1MPricing not publishedPricing not published
Knowledge cutoff,,
Open weightsYes (Mistral Research License)Yes (Apache-2.0)
API availableYesNo

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 ,
  • Heavy usage, 1M in / 500k out per day, vs ,
  • RAG workload, 5M in / 200k out per day, vs ,

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
  • SmolLM2 1.7BPricing unavailable

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
  • Long-context tasks, handles 128K tokens vs 8.2K for SmolLM2 1.7B.
Pick SmolLM2 1.7B if

SmolLM2 1.7B fits when…

  • Truly tiny
  • Apache-2.0
  • Runs on phones
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 2SmolLM2 1.7B vs Mistral Large 2

Frequently asked

  • Is Ministral 8B or SmolLM2 1.7B 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?
    Ministral 8B accepts 128K tokens vs 8.2K for SmolLM2 1.7B.
  • Is Ministral 8B or SmolLM2 1.7B better for coding?
    Both Ministral 8B and SmolLM2 1.7B 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?
    Both ship with open weights. Ministral 8B is licensed under Mistral Research License; SmolLM2 1.7B under Apache-2.0.
  • When were Ministral 8B and SmolLM2 1.7B released?
    Ministral 8B was released by Mistral on 2024-10-16. SmolLM2 1.7B was released by Other on 2024-11-01.
Friday digest

The week's AI launches, in your inbox.

One short email every Friday, new models, leaks, and quietly-shipped APIs you missed.