AI model comparison

MAI-Code-1-Flash vs Step 3.7 Flash

Compare pricing, context limits, supported inputs and deployment options to choose a model for your workflow.

MAI-Code-1-Flash from Microsoft lists 256K context, 128K maximum output. Step 3.7 Flash from StepFun lists 256K context, 256K maximum output, $0.185 input per 1M tokens, $1.11 output per 1M tokens. Compare the inputs, outputs and deployment options below to see which fits your workflow.

Side-by-sideCapabilities and practical differences

Microsoft

MAI-Code-1-Flash

MAI-Code-1-Flash from Microsoft: Microsoft coding model built for fast, efficient assistance in everyday developer workflows.

Context
256K
Max output
128K

Accepts

  • Text input

Produces

  • Text output
VS

StepFun

Step 3.7 Flash

Step 3.7 Flash from StepFun: Newer StepFun flash model for faster agents, coding, and multimodal prompts.

Context
256K
Max output
256K
Input / 1M tokens
$0.185
Output / 1M tokens
$1.11

Accepts

  • Text input
  • Image input
  • Video input

Produces

  • Text output

At a glance

Key differences

Compare the available figures below, then try both models on the work you need to do.

Step 3.7 Flash

  • Maximum output: 256K

Context capacity

Higher listed limit

MAI-Code-1-Flash:256K

Step 3.7 Flash:256K

Same value

Maximum output

Higher listed limit

MAI-Code-1-Flash:128K

Step 3.7 Flash:256K

Step 3.7 Flash

Specifications

Pricing, limits and capabilities

Specifications for MAI-Code-1-Flash and Step 3.7 Flash. Higher limits and lower prices describe these figures only.
SpecificationMAI-Code-1-FlashStep 3.7 Flash
ProviderMicrosoftStepFun
Listed pricing routeMicrosoftStepFun
Model familymai—
Accepted inputstexttext, image, video
Produced outputstexttext
Context window256K256K
Max output128K256KHigher
Input price / 1M—$0.185
Output price / 1M—$1.11
Reasoning modeDocumentedDocumented
Tool callingDocumentedDocumented
Image inputNot documentedDocumented
Audio inputNot documentedNot documented
Structured outputDocumentedNot documented
LicenseProprietaryOpen weights

Workload guidance

Which model should you choose?

Consider Step 3.7 Flash if you need larger maximum output. Step 3.7 Flash offers downloadable weights; MAI-Code-1-Flash is listed as a proprietary model. Compare licence terms and operating costs before choosing a deployment. Test both on the same representative examples and judge the output against your acceptance criteria. Include tool failures, retries and the time to a completed task.

Documentation and model profiles

Explore each model’s features, API requirements and licence terms in the sources below.

Questions people ask

It brings together documented inputs and outputs, token limits, deployment terms and available pricing. When both models have source-linked, verified results on a shared benchmark, those results are shown with their individual sources. The comparison is a starting point for evaluating your own workload.

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