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Comparison · 2 models · Updated Oct 4, 2026

Qwen2.5-Coder-32B-Instruct vs Ministral 8B Instruct

Ministral 8B Instruct comes out ahead, 57 to 45 on our weighted score, and it is the cheaper option too.

  1. Alibaba (Qwen)

    Qwen2.5-Coder-32B-Instruct

    Released Nov 12, 2024

    45/100
    • ECI—
    • Price$0.43 / $0.60
    • Context131K
    Full specs Remove Qwen2.5-Coder-32B-Instruct
  2. Our pick

    Mistral AI

    Ministral 8B Instruct

    Released Oct 16, 2024

    57/100
    • ECI—
    • Price$0.15 / $0.15
    • Context131K
    Full specs Remove Ministral 8B Instruct

  3. Add a model

    Make it a three-way comparison.

01 — Verdict

Ministral 8B Instruct is our pick

Ministral 8B Instruct is the better all-round choice, scoring 57/100 against Qwen2.5-Coder-32B-Instruct (45). It leads on price. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

  • CapabilityNot enough dataNo independent benchmark covers every model here yet
  • Lowest priceMinistral 8B InstructMinistral 8B Instruct $0.15 · Qwen2.5-Coder-32B-Instruct $0.473 per 1M tokens (3:1 blend)
  • Longest contextAbout the sameQwen2.5-Coder-32B-Instruct 131,072 · Ministral 8B Instruct 131,072 tokens
  • Widest inputsSame inputsQwen2.5-Coder-32B-Instruct: Text · Ministral 8B Instruct: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightQwen2.5-Coder-32B-InstructMinistral 8B Instruct
Price50%6589
Inputs & features30%2525
Context window20%2424
Overall100%45/10057/100

Left out because at least one model lacks the data: capability. The remaining weights were rescaled.

02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

Qwen2.5-Coder-32B-Instruct vs Ministral 8B Instruct specifications side by side
SpecificationQwen2.5-Coder-32B-InstructAlibaba (Qwen)Ministral 8B InstructMistral AI
Capability
Capabilities Index (ECI)——
ECI rank——
GPQA DiamondGraduate-level science questions—27.2%
Price per million tokens
Input$0.43$0.15 (best)
Output$0.60$0.15 (best)
Cached input——
Blended (3:1)$0.473$0.15 (best)
Long-context rateSame rateSame rate
Price sourceMedian of 4 providersMedian of 1 providers
Limits
Context window131,072 tokens131,072 tokens
Max output8,192 tokens8,192 tokens
Inputs and features
TextYesYes
ImagesNoNo
PDFsNoNo
AudioNoNo
VideoNoNo
ReasoningNoNo
Tool callingYesYes
Structured outputNoNo
Availability
WeightsOpenOpenMistral Research License
API model ID——
API providers4 (best)1
ReleasedNov 12, 2024Oct 16, 2024
Knowledge cutoff——
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • Qwen2.5-Coder-32B-Instruct$5.50
  • Ministral 8B Instruct$1.80
04 — Questions

Which should you choose?

Which is better: Qwen2.5-Coder-32B-Instruct or Ministral 8B Instruct?

Ministral 8B Instruct is the better all-round choice, scoring 57/100 against Qwen2.5-Coder-32B-Instruct (45). It leads on price. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

Which is cheaper, Qwen2.5-Coder-32B-Instruct or Ministral 8B Instruct?

Ministral 8B Instruct is cheaper at $0.15 input / $0.15 output per million tokens (median across 1 API provider). Qwen2.5-Coder-32B-Instruct costs $0.43 input / $0.60 output per million tokens (median across 4 API providers). At a typical mix of three input tokens to one output token, that is $0.15 per million tokens for Ministral 8B Instruct versus $0.473 for Qwen2.5-Coder-32B-Instruct (3.2× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. Qwen2.5-Coder-32B-Instruct has not been scored yet and Ministral 8B Instruct has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Qwen2.5-Coder-32B-Instruct and Ministral 8B Instruct yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.

Which has the bigger context window?

Qwen2.5-Coder-32B-Instruct and Ministral 8B Instruct share the same 131,072-token context window. Maximum output per response: Qwen2.5-Coder-32B-Instruct up to 8,192, Ministral 8B Instruct up to 8,192 tokens.

Which can read images, PDFs, audio or video?

Qwen2.5-Coder-32B-Instruct accepts text; Ministral 8B Instruct accepts text. They handle the same number of input types.

Are any of these open source?

Yes, both publish their weights (Mistral Research License), so you can self-host them.

Which is newer?

Qwen2.5-Coder-32B-Instruct is the newest, released Nov 12, 2024. Ministral 8B Instruct came out Oct 16, 2024.

How do you decide the winner?

Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.

05 — Keep comparing

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