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Qwen3 Coder Plus 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 Plus and Step 3.7 Flash.

Alibaba

Qwen3 Coder Plus

Qwen3 Coder Plus is Alibaba's proprietary version of the Open Source Qwen3 Coder 480B A35B. It is a powerful coding agent model specializing in autonomous programming via tool calling and...

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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 PlusStep 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 Date2025-09-232026-05-28

API Pricing Comparison

Input Price per Million Tokens

Qwen3 Coder Plus

$0.65

Step 3.7 Flash

$0.20

Output Price per Million Tokens

Qwen3 Coder Plus

$3.25

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
8450.0%vs8450.0%
Qwen3 Coder Plus
Step 3.7 Flash
HumanEvalPython coding & logic synthesis
9380.0%vs8600.0%
Qwen3 Coder Plus
Step 3.7 Flash
MATHComplex mathematical problem solving
7500.0%vs6680.0%
Qwen3 Coder Plus
Step 3.7 Flash
GPQAGraduate-level expert reasoning
4500.0%vs4400.0%
Qwen3 Coder Plus
Step 3.7 Flash
HellaSwagCommonsense reasoning and inference
8650.0%vs8580.0%
Qwen3 Coder Plus
Step 3.7 Flash
MT-BenchMulti-turn conversation flow quality
905.0%vs890.0%
Qwen3 Coder Plus
Step 3.7 Flash

Qwen3 Coder Plus Quirks & Gotchas

No developer gotchas reported.

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.