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Qwen3 Coder 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 Qwen3 Coder Flash and Step 3.7 Flash.

Alibaba

Qwen3 Coder Flash

Qwen3 Coder Flash is Alibaba's fast and cost efficient version of their proprietary Qwen3 Coder Plus. It is a powerful coding agent model specializing in autonomous programming via tool calling...

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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 Coder FlashStep 3.7 Flash
ProviderAlibabaStepFun
Context Window1,000,000 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2025-09-172026-05-28

API Pricing Comparison

Input Price per Million Tokens

Qwen3 Coder Flash

$0.20

Step 3.7 Flash

$0.20

Output Price per Million Tokens

Qwen3 Coder Flash

$0.97

Step 3.7 Flash

$1.15

Want to test both models live?

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

Qwen3 Coder Flash Quirks & Gotchas

No developer gotchas reported.

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.