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Comparison · 2 models · Updated Oct 4, 2026

Magistral Medium vs QVQ Max

QVQ Max comes out ahead, 40 to 30 on our weighted score, and it is the cheaper option too.

  1. Mistral AI

    Magistral Medium

    Released Mar 17, 2025

    30/100
    • ECI—
    • Price$2.00 / $5.00
    • Context128K
  2. Our pick

    Alibaba (Qwen)

    QVQ Max

    Released Mar 25, 2025

    40/100
    • ECI—
    • Price$1.20 / $4.80
    • Context131K
  3. Add a model

    Make it a three-way comparison.

01 — Verdict

QVQ Max is our pick

QVQ Max is the better all-round choice, scoring 40/100 against Magistral Medium (30). It leads on price and inputs & features. 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 priceQVQ MaxQVQ Max $2.10 · Magistral Medium $2.75 per 1M tokens (3:1 blend)
  • Longest contextQVQ MaxQVQ Max 131,072 · Magistral Medium 128,000 tokens
  • Widest inputsQVQ MaxMagistral Medium: Text · QVQ Max: Text, Images
  • Self-hostingNo open weightsBoth are available only through APIs
How the score is built
MeasureWeightMagistral MediumQVQ Max
Price50%2935
Inputs & features30%3560
Context window20%2424
Overall100%30/10040/100

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.

Magistral Medium vs QVQ Max specifications side by side
SpecificationMagistral MediumMistral AIQVQ MaxAlibaba (Qwen)
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$2.00$1.20 (best)
Output$5.00$4.80 (best)
Cached input——
Blended (3:1)$2.75$2.10 (best)
Long-context rateSame rateSame rate
Price sourceOfficial Mistral APIOfficial Alibaba API
Limits
Context window128,000 tokens131,072 tokens (best)
Max output16,384 tokens (best)8,192 tokens
Inputs and features
TextYesYes
ImagesNoYes
PDFsNoNo
AudioNoNo
VideoNoNo
ReasoningYesYes
Tool callingYesYes
Structured outputNoNo
Availability
WeightsProprietaryProprietary
API model IDmagistral-medium-latestqvq-max
API providers4 (best)1
ReleasedMar 17, 2025Mar 25, 2025
Knowledge cutoffJun 2025Apr 2024
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.

  • Magistral Medium$30.00
  • QVQ Max$21.60
04 — Questions

Which should you choose?

Which is better: Magistral Medium or QVQ Max?

QVQ Max is the better all-round choice, scoring 40/100 against Magistral Medium (30). It leads on price and inputs & features. 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, Magistral Medium or QVQ Max?

QVQ Max is cheaper at $1.20 input / $4.80 output per million tokens (official Alibaba API price). Magistral Medium costs $2.00 input / $5.00 output per million tokens (official Mistral API price). At a typical mix of three input tokens to one output token, that is $2.10 per million tokens for QVQ Max versus $2.75 for Magistral Medium (1.3× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. Magistral Medium has not been scored yet and QVQ Max has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Magistral Medium and QVQ Max 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?

QVQ Max has the largest context window at 131,072 tokens, against 128,000 for Magistral Medium. Maximum output per response: Magistral Medium up to 16,384, QVQ Max up to 8,192 tokens.

Which can read images, PDFs, audio or video?

Magistral Medium accepts text; QVQ Max accepts text and images. QVQ Max handles the widest range of inputs.

Are any of these open source?

No. Magistral Medium and QVQ Max are proprietary and only available through APIs and apps.

Which is newer?

QVQ Max is the newest, released Mar 25, 2025. Magistral Medium came out Mar 17, 2025. Knowledge cutoff: Magistral Medium Jun 2025, QVQ Max Apr 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.