AI model comparison

North Mini Code vs Step 3.7 Flash

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

North Mini Code from Cohere lists 256K context, 64K maximum output, $0.00 input per 1M tokens, $0.00 output per 1M tokens. 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

Cohere

North Mini Code

North Mini Code from Cohere: Cohere coding model for practical software engineering and agentic edits.

Context
256K
Max output
64K
Input / 1M tokens
$0.00
Output / 1M tokens
$0.00

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.

North Mini Code

  • Input price: $0.00
  • Output price: $0.00

Step 3.7 Flash

  • Maximum output: 256K

Context capacity

Higher listed limit

North Mini Code:256K

Step 3.7 Flash:256K

Same value

Maximum output

Higher listed limit

North Mini Code:64K

Step 3.7 Flash:256K

Step 3.7 Flash

Input price

Lower listed token rate

North Mini Code:$0.00

Step 3.7 Flash:$0.185

North Mini Code

Output price

Lower listed token rate

North Mini Code:$0.00

Step 3.7 Flash:$1.11

North Mini Code

Specifications

Pricing, limits and capabilities

Specifications for North Mini Code and Step 3.7 Flash. Higher limits and lower prices describe these figures only.
SpecificationNorth Mini CodeStep 3.7 Flash
ProviderCohereStepFun
Listed pricing routeCohereStepFun
Model familynorth—
Accepted inputstexttext, image, video
Produced outputstexttext
Context window256K256K
Max output64K256KHigher
Input price / 1M$0.00Lower$0.185
Output price / 1M$0.00Lower$1.11
Reasoning modeDocumentedDocumented
Tool callingDocumentedDocumented
Image inputNot documentedDocumented
Audio inputNot documentedNot documented
Structured outputDocumentedNot documented
LicenseOpen weightsOpen weights

Workload guidance

Which model should you choose?

Consider North Mini Code if you need a lower listed input rate or a lower listed output rate. Consider Step 3.7 Flash if you need larger maximum output. 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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