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Gemini 2.5 Flash vs Step 3.7 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 2.5 Flash and Step 3.7 Flash.

Google

Gemini 2.5 Flash

Gemini 2.5 Flash is Google's state-of-the-art workhorse model, specifically designed for advanced reasoning, coding, mathematics, and scientific tasks. It includes built-in "thinking" capabilities, enabling it to provide responses with greater...

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StepFun

Step 3.7 Flash

Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model. It pairs a 196B-parameter language backbone with a vision encoder for native image and video understanding, activating roughly 11B parameters...

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Technical Specifications

SpecificationGemini 2.5 FlashStep 3.7 Flash
ProviderGoogleStepFun
Context Window1,048,576 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2025-06-172026-05-28

API Pricing Comparison

Input Price per Million Tokens

Gemini 2.5 Flash

$0.30

Step 3.7 Flash

$0.20

Output Price per Million Tokens

Gemini 2.5 Flash

$2.50

Step 3.7 Flash

$1.15

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
N/Avs8450.0%
Gemini 2.5 Flash
Step 3.7 Flash
HumanEvalPython coding & logic synthesis
N/Avs8600.0%
Gemini 2.5 Flash
Step 3.7 Flash
MATHComplex mathematical problem solving
N/Avs6680.0%
Gemini 2.5 Flash
Step 3.7 Flash
GPQAGraduate-level expert reasoning
N/Avs4400.0%
Gemini 2.5 Flash
Step 3.7 Flash
HellaSwagCommonsense reasoning and inference
N/Avs8580.0%
Gemini 2.5 Flash
Step 3.7 Flash
MT-BenchMulti-turn conversation flow quality
N/Avs890.0%
Gemini 2.5 Flash
Step 3.7 Flash

Gemini 2.5 Flash Quirks & Gotchas

No developer gotchas reported.

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.