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Comparison · 2 models · Updated Oct 4, 2026

Devstral Small 2 vs Apertus 8B

Devstral Small 2 comes out ahead, 67 to 56 on our weighted score, though Apertus 8B is 17% cheaper per token.

  1. Our pick

    Mistral AI

    Devstral Small 2

    Released Dec 9, 2025

    67/100
    • ECI—
    • Price$0.10 / $0.30
    • Context262K
  2. Swiss AI

    Apertus 8B

    Released Sep 2, 2025

    56/100
    • ECI—
    • Price$0.10 / $0.20
    • Context66K
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01 — Verdict

Devstral Small 2 is our pick

Devstral Small 2 is the better all-round choice, scoring 67/100 against Apertus 8B (56). It leads on inputs & features and context window. Apertus 8B wins 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 priceApertus 8BApertus 8B $0.125 · Devstral Small 2 $0.15 per 1M tokens (3:1 blend)
  • Longest contextDevstral Small 2Devstral Small 2 262,144 · Apertus 8B 65,536 tokens
  • Widest inputsDevstral Small 2Devstral Small 2: Text, Images · Apertus 8B: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightDevstral Small 2Apertus 8B
Price50%8993
Inputs & features30%5025
Context window20%3712
Overall100%67/10056/100

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.

Devstral Small 2 vs Apertus 8B specifications side by side
SpecificationDevstral Small 2Mistral AIApertus 8BSwiss AI
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$0.10$0.10
Output$0.30$0.20 (best)
Cached input——
Blended (3:1)$0.15$0.125 (best)
Long-context rateSame rateSame rate
Price sourceMedian of 1 providersMedian of 1 providers
Limits
Context window262,144 tokens (best)65,536 tokens
Max output262,144 tokens (best)8,192 tokens
Inputs and features
TextYesYes
ImagesYesNo
PDFsNoNo
AudioNoNo
VideoNoNo
ReasoningNoNo
Tool callingYesYes
Structured outputNoNo
Availability
WeightsOpenApache-2.0OpenApache-2.0
API model ID——
API providers11
ReleasedDec 9, 2025Sep 2, 2025
Knowledge cutoffDec 2025Sep 2025
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.

  • Devstral Small 2$1.60
  • Apertus 8B$1.40
04 — Questions

Which should you choose?

Which is better: Devstral Small 2 or Apertus 8B?

Devstral Small 2 is the better all-round choice, scoring 67/100 against Apertus 8B (56). It leads on inputs & features and context window. Apertus 8B wins 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, Devstral Small 2 or Apertus 8B?

Apertus 8B is cheaper at $0.10 input / $0.20 output per million tokens (median across 1 API provider). Devstral Small 2 costs $0.10 input / $0.30 output per million tokens (median across 1 API provider). At a typical mix of three input tokens to one output token, that is $0.125 per million tokens for Apertus 8B versus $0.15 for Devstral Small 2 (1.2× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. Devstral Small 2 has not been scored yet and Apertus 8B has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Devstral Small 2 and Apertus 8B 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?

Devstral Small 2 has the largest context window at 262,144 tokens, against 65,536 for Apertus 8B. Maximum output per response: Devstral Small 2 up to 262,144, Apertus 8B up to 8,192 tokens.

Which can read images, PDFs, audio or video?

Devstral Small 2 accepts text and images; Apertus 8B accepts text. Devstral Small 2 handles the widest range of inputs.

Are any of these open source?

Yes, both publish their weights (Apache-2.0), so you can self-host them.

Which is newer?

Devstral Small 2 is the newest, released Dec 9, 2025. Apertus 8B came out Sep 2, 2025. Knowledge cutoff: Devstral Small 2 Dec 2025, Apertus 8B Sep 2025.

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.