AI model comparison

Step 3.5 Flash vs Grok 4.5

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

Step 3.5 Flash from StepFun lists 256K context, 256K maximum output, $0.10 input per 1M tokens, $0.30 output per 1M tokens. Grok 4.5 from xAI lists 500K context, 500K maximum output, $2.00 input per 1M tokens, $6.00 output per 1M tokens. Compare the inputs, outputs and deployment options below to see which fits your workflow.

Side-by-sideCapabilities and practical differences

StepFun

Step 3.5 Flash

Step 3.5 Flash from StepFun: StepFun flash lane for quick multimodal reasoning and coding assistance.

Context
256K
Max output
256K
Input / 1M tokens
$0.10
Output / 1M tokens
$0.30

Accepts

  • Text input

Produces

  • Text output
VS

xAI

Grok 4.5

Grok 4.5 from xAI: xAI's Grok model for chat, coding, agentic tools, and lower hallucination risk.

Context
500K
Max output
500K
Input / 1M tokens
$2.00
Output / 1M tokens
$6.00

Accepts

  • Text input
  • Image 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 3.5 Flash

  • Input price: $0.10
  • Output price: $0.30

Grok 4.5

  • Context capacity: 500K
  • Maximum output: 500K

Context capacity

Higher listed limit

Step 3.5 Flash:256K

Grok 4.5:500K

Grok 4.5

Maximum output

Higher listed limit

Step 3.5 Flash:256K

Grok 4.5:500K

Grok 4.5

Input price

Lower listed token rate

Step 3.5 Flash:$0.10

Grok 4.5:$2.00

Step 3.5 Flash

Output price

Lower listed token rate

Step 3.5 Flash:$0.30

Grok 4.5:$6.00

Step 3.5 Flash

Specifications

Pricing, limits and capabilities

Specifications for Step 3.5 Flash and Grok 4.5. Higher limits and lower prices describe these figures only.
SpecificationStep 3.5 FlashGrok 4.5
ProviderStepFunxAI
Listed pricing routeStepFunxAI
Model family—grok
Accepted inputstexttext, image
Produced outputstexttext
Context window256K500KHigher
Max output256K500KHigher
Input price / 1M$0.10Lower$2.00
Output price / 1M$0.30Lower$6.00
Reasoning modeDocumentedDocumented
Tool callingDocumentedDocumented
Image inputNot documentedDocumented
Audio inputNot documentedNot documented
Structured outputNot documentedDocumented
LicenseOpen weightsProprietary

Workload guidance

Which model should you choose?

Consider Step 3.5 Flash if you need a lower listed input rate or a lower listed output rate. Consider Grok 4.5 if you need larger context or larger maximum output. Step 3.5 Flash offers downloadable weights; Grok 4.5 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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