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Nano Banana (Gemini 2.5 Flash Image) 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 Nano Banana (Gemini 2.5 Flash Image) and Step 3.7 Flash.

Google

Nano Banana (Gemini 2.5 Flash Image)

Gemini 2.5 Flash Image, a.k.a. "Nano Banana," is now generally available. It is a state of the art image generation model with contextual understanding. It is capable of image generation,...

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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

SpecificationNano Banana (Gemini 2.5 Flash Image)Step 3.7 Flash
ProviderGoogleStepFun
Context Window32,768 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-072026-05-28

API Pricing Comparison

Input Price per Million Tokens

Nano Banana (Gemini 2.5 Flash Image)

$0.30

Step 3.7 Flash

$0.20

Output Price per Million Tokens

Nano Banana (Gemini 2.5 Flash Image)

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

Nano Banana (Gemini 2.5 Flash Image) Quirks & Gotchas

No developer gotchas reported.

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.