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Qwen3 235B A22B Instruct 2507 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 235B A22B Instruct 2507 and Step 3.7 Flash.

Alibaba

Qwen3 235B A22B Instruct 2507

Qwen3-235B-A22B-Instruct-2507 is a multilingual, instruction-tuned mixture-of-experts language model based on the Qwen3-235B architecture, with 22B active parameters per forward pass. It is optimized for general-purpose text generation, including instruction following,...

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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 235B A22B Instruct 2507Step 3.7 Flash
ProviderAlibabaStepFun
Context Window262,144 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-07-212026-05-28

API Pricing Comparison

Input Price per Million Tokens

Qwen3 235B A22B Instruct 2507

$0.09

Step 3.7 Flash

$0.20

Output Price per Million Tokens

Qwen3 235B A22B Instruct 2507

$0.10

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 235B A22B Instruct 2507
Step 3.7 Flash
HumanEvalPython coding & logic synthesis
N/Avs8600.0%
Qwen3 235B A22B Instruct 2507
Step 3.7 Flash
MATHComplex mathematical problem solving
N/Avs6680.0%
Qwen3 235B A22B Instruct 2507
Step 3.7 Flash
GPQAGraduate-level expert reasoning
N/Avs4400.0%
Qwen3 235B A22B Instruct 2507
Step 3.7 Flash
HellaSwagCommonsense reasoning and inference
N/Avs8580.0%
Qwen3 235B A22B Instruct 2507
Step 3.7 Flash
MT-BenchMulti-turn conversation flow quality
N/Avs890.0%
Qwen3 235B A22B Instruct 2507
Step 3.7 Flash

Qwen3 235B A22B Instruct 2507 Quirks & Gotchas

No developer gotchas reported.

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.