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Qwen3.5 397B A17B 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 Qwen3.5 397B A17B and Step 3.7 Flash.

Alibaba

Qwen3.5 397B A17B

The Qwen3.5 series 397B-A17B native vision-language model is built on a hybrid architecture that integrates a linear attention mechanism with a sparse mixture-of-experts model, achieving higher inference efficiency. It delivers...

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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

SpecificationQwen3.5 397B A17BStep 3.7 Flash
ProviderAlibabaStepFun
Context Window256,000 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-162026-05-28

API Pricing Comparison

Input Price per Million Tokens

Qwen3.5 397B A17B

$0.39

Step 3.7 Flash

$0.20

Output Price per Million Tokens

Qwen3.5 397B A17B

$2.45

Step 3.7 Flash

$1.15

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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%
Qwen3.5 397B A17B
Step 3.7 Flash
HumanEvalPython coding & logic synthesis
N/Avs8600.0%
Qwen3.5 397B A17B
Step 3.7 Flash
MATHComplex mathematical problem solving
N/Avs6680.0%
Qwen3.5 397B A17B
Step 3.7 Flash
GPQAGraduate-level expert reasoning
N/Avs4400.0%
Qwen3.5 397B A17B
Step 3.7 Flash
HellaSwagCommonsense reasoning and inference
N/Avs8580.0%
Qwen3.5 397B A17B
Step 3.7 Flash
MT-BenchMulti-turn conversation flow quality
N/Avs890.0%
Qwen3.5 397B A17B
Step 3.7 Flash

Qwen3.5 397B A17B Quirks & Gotchas

No developer gotchas reported.

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.