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Gemini 3.5 Flash vs Step 3.5 Flash

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Gemini 3.5 Flash and Step 3.5 Flash.

Google

Gemini 3.5 Flash

Gemini 3.5 Flash is Google's high-efficiency multimodal model, bringing near-Pro level coding and reasoning at Flash-tier cost and speed. It is highly optimized for coding proficiency and parallel agentic execution...

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StepFun

Step 3.5 Flash

Step 3.5 Flash is StepFun's most capable open-source foundation model. Built on a sparse Mixture of Experts (MoE) architecture, it selectively activates only 11B of its 196B parameters per token....

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Technical Specifications

SpecificationGemini 3.5 FlashStep 3.5 Flash
ProviderGoogleStepFun
Context Window1,048,576 tokens262,144 tokens
Agent Suitability88/100N/A
Time to First Token (TTFT)200 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-05-192026-01-29

API Pricing Comparison

Input Price per Million Tokens

Gemini 3.5 Flash

$1.50

Step 3.5 Flash

$0.10

Output Price per Million Tokens

Gemini 3.5 Flash

$9.00

Step 3.5 Flash

$0.30

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
9050.0%vsN/A
Gemini 3.5 Flash
Step 3.5 Flash
HumanEvalPython coding & logic synthesis
9210.0%vsN/A
Gemini 3.5 Flash
Step 3.5 Flash
MATHComplex mathematical problem solving
8500.0%vsN/A
Gemini 3.5 Flash
Step 3.5 Flash
GPQAGraduate-level expert reasoning
6820.0%vsN/A
Gemini 3.5 Flash
Step 3.5 Flash
HellaSwagCommonsense reasoning and inference
9780.0%vsN/A
Gemini 3.5 Flash
Step 3.5 Flash
MT-BenchMulti-turn conversation flow quality
920.0%vsN/A
Gemini 3.5 Flash
Step 3.5 Flash

Gemini 3.5 Flash Quirks & Gotchas

  • โ–ธExcellent multimodal performance โ€” native video understanding
  • โ–ธTool calling via Google's native function_declarations in Vertex AI

Step 3.5 Flash Quirks & Gotchas

No developer gotchas reported.