ZMIME
Comparison · 2 models · Updated Oct 4, 2026

Ministral 3 3B vs Step 3.5 Flash 2603

Ministral 3 3B comes out ahead, 74 to 62 on our weighted score, and it is the cheaper option too.

  1. Our pick

    Mistral AI

    Ministral 3 3B

    Released Dec 2, 2025

    74/100
    • ECI—
    • Price$0.10 / $0.10
    • Context262K
  2. StepFun

    Step 3.5 Flash 2603

    Released Apr 2, 2026

    62/100
    • ECI—
    • Price$0.10 / $0.30
    • Context256K
  3. Add a model

    Make it a three-way comparison.

01 — Verdict

Ministral 3 3B is our pick

Ministral 3 3B is the better all-round choice, scoring 74/100 against Step 3.5 Flash 2603 (62). 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 priceMinistral 3 3BMinistral 3 3B $0.10 · Step 3.5 Flash 2603 $0.15 per 1M tokens (3:1 blend)
  • Longest contextMinistral 3 3BMinistral 3 3B 262,144 · Step 3.5 Flash 2603 256,000 tokens
  • Widest inputsMinistral 3 3BMinistral 3 3B: Text, Images · Step 3.5 Flash 2603: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightMinistral 3 3BStep 3.5 Flash 2603
Price50%9789
Inputs & features30%6035
Context window20%3736
Overall100%74/10062/100

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.

Ministral 3 3B vs Step 3.5 Flash 2603 specifications side by side
SpecificationMinistral 3 3BMistral AIStep 3.5 Flash 2603StepFun
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$0.10$0.10
Output$0.10 (best)$0.30
Cached input—$0.02
Blended (3:1)$0.10 (best)$0.15
Long-context rateSame rateSame rate
Price sourceMedian of 1 providersOfficial StepFun (Global) API
Limits
Context window262,144 tokens (best)256,000 tokens
Max output262,144 tokens (best)256,000 tokens
Inputs and features
TextYesYes
ImagesYesNo
PDFsNoNo
AudioNoNo
VideoNoNo
ReasoningNoYeslow · high
Tool callingYesYes
Structured outputYesNo
Availability
WeightsOpenApache 2.0Open
API model ID—step-3.5-flash-2603
API providers13 (best)
ReleasedDec 2, 2025Apr 2, 2026
Knowledge cutoff—Jan 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.

  • Ministral 3 3B$1.20
  • Step 3.5 Flash 2603$1.60
04 — Questions

Which should you choose?

Which is better: Ministral 3 3B or Step 3.5 Flash 2603?

Ministral 3 3B is the better all-round choice, scoring 74/100 against Step 3.5 Flash 2603 (62). 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, Ministral 3 3B or Step 3.5 Flash 2603?

Ministral 3 3B is cheaper at $0.10 input / $0.10 output per million tokens (median across 1 API provider). Step 3.5 Flash 2603 costs $0.10 input / $0.30 output per million tokens (official StepFun (Global) API price). At a typical mix of three input tokens to one output token, that is $0.10 per million tokens for Ministral 3 3B versus $0.15 for Step 3.5 Flash 2603 (1.5× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. Ministral 3 3B has not been scored yet and Step 3.5 Flash 2603 has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Ministral 3 3B and Step 3.5 Flash 2603 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?

Ministral 3 3B has the largest context window at 262,144 tokens, against 256,000 for Step 3.5 Flash 2603. Maximum output per response: Ministral 3 3B up to 262,144, Step 3.5 Flash 2603 up to 256,000 tokens.

Which can read images, PDFs, audio or video?

Ministral 3 3B accepts text and images; Step 3.5 Flash 2603 accepts text. Ministral 3 3B 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?

Step 3.5 Flash 2603 is the newest, released Apr 2, 2026. Ministral 3 3B came out Dec 2, 2025. Knowledge cutoff: Step 3.5 Flash 2603 Jan 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.