AI model comparison

Gemini 2.0 Flash-Lite vs Step 3.5 Flash

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

Gemini 2.0 Flash-Lite from Google lists 1.05M context, 8.19K maximum output, $0.075 input per 1M tokens, $0.30 output per 1M tokens. Step 3.5 Flash from StepFun lists 256K context, 256K maximum output, $0.10 input per 1M tokens, $0.30 output per 1M tokens. Compare the inputs, outputs and deployment options below to see which fits your workflow.

Side-by-sideCapabilities and practical differences

Google

Gemini 2.0 Flash-Lite

Gemini 2.0 Flash-Lite from Google: Low-latency Gemini model for high-volume multimodal and agent workloads.

Context
1.05M
Max output
8.19K
Input / 1M tokens
$0.075
Output / 1M tokens
$0.30

Accepts

  • Text input
  • Image input
  • Audio input
  • Video input
  • PDF input

Produces

  • Text output
VS

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

At a glance

Key differences

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

Gemini 2.0 Flash-Lite

  • Context capacity: 1.05M
  • Input price: $0.075

Step 3.5 Flash

  • Maximum output: 256K

Context capacity

Higher listed limit

Gemini 2.0 Flash-Lite:1.05M

Step 3.5 Flash:256K

Gemini 2.0 Flash-Lite

Maximum output

Higher listed limit

Gemini 2.0 Flash-Lite:8.19K

Step 3.5 Flash:256K

Step 3.5 Flash

Input price

Lower listed token rate

Gemini 2.0 Flash-Lite:$0.075

Step 3.5 Flash:$0.10

Gemini 2.0 Flash-Lite

Output price

Lower listed token rate

Gemini 2.0 Flash-Lite:$0.30

Step 3.5 Flash:$0.30

Same value

Specifications

Pricing, limits and capabilities

Specifications for Gemini 2.0 Flash-Lite and Step 3.5 Flash. Higher limits and lower prices describe these figures only.
SpecificationGemini 2.0 Flash-LiteStep 3.5 Flash
ProviderGoogleStepFun
Listed pricing routeGoogleStepFun
Model familygemini-flash-lite—
Accepted inputstext, image, audio, video, pdftext
Produced outputstexttext
Context window1.05MHigher256K
Max output8.19K256KHigher
Input price / 1M$0.075Lower$0.10
Output price / 1M$0.30$0.30
Reasoning modeNot documentedDocumented
Tool callingDocumentedDocumented
Image inputDocumentedNot documented
Audio inputDocumentedNot documented
Structured outputDocumentedNot documented
LicenseProprietaryOpen weights

Workload guidance

Which model should you choose?

Consider Gemini 2.0 Flash-Lite if you need larger context or a lower listed input rate. Consider Step 3.5 Flash if you need larger maximum output. Step 3.5 Flash offers downloadable weights; Gemini 2.0 Flash-Lite 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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