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Qwen3 VL 30B A3B Thinking 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 VL 30B A3B Thinking and Step 3.7 Flash.

Alibaba

Qwen3 VL 30B A3B Thinking

Qwen3-VL-30B-A3B-Thinking is a multimodal model that unifies strong text generation with visual understanding for images and videos. Its Thinking variant enhances reasoning in STEM, math, and complex tasks. It excels...

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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 VL 30B A3B ThinkingStep 3.7 Flash
ProviderAlibabaStepFun
Context Window131,072 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-062026-05-28

API Pricing Comparison

Input Price per Million Tokens

Qwen3 VL 30B A3B Thinking

$0.13

Step 3.7 Flash

$0.20

Output Price per Million Tokens

Qwen3 VL 30B A3B Thinking

$1.56

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 VL 30B A3B Thinking
Step 3.7 Flash
HumanEvalPython coding & logic synthesis
N/Avs8600.0%
Qwen3 VL 30B A3B Thinking
Step 3.7 Flash
MATHComplex mathematical problem solving
N/Avs6680.0%
Qwen3 VL 30B A3B Thinking
Step 3.7 Flash
GPQAGraduate-level expert reasoning
N/Avs4400.0%
Qwen3 VL 30B A3B Thinking
Step 3.7 Flash
HellaSwagCommonsense reasoning and inference
N/Avs8580.0%
Qwen3 VL 30B A3B Thinking
Step 3.7 Flash
MT-BenchMulti-turn conversation flow quality
N/Avs890.0%
Qwen3 VL 30B A3B Thinking
Step 3.7 Flash

Qwen3 VL 30B A3B Thinking Quirks & Gotchas

No developer gotchas reported.

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.