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Qwen2.5 Coder 32B Instruct vs Step 3.5 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 Qwen2.5 Coder 32B Instruct and Step 3.5 Flash.

Alibaba

Qwen2.5 Coder 32B Instruct

Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (formerly known as CodeQwen). Qwen2.5-Coder brings the following improvements upon CodeQwen1.5: - Significantly improvements in **code generation**, **code reasoning**...

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StepFun

Step 3.5 Flash

Step 3.5 Flash is StepFun's most capable open-source foundation model. Built on a sparse Mixture of Experts (MoE) architecture, it selectively activates only 11B of its 196B parameters per token....

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Technical Specifications

SpecificationQwen2.5 Coder 32B InstructStep 3.5 Flash
ProviderAlibabaStepFun
Context Window128,000 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-11-112026-01-29

API Pricing Comparison

Input Price per Million Tokens

Qwen2.5 Coder 32B Instruct

$0.66

Step 3.5 Flash

$0.10

Output Price per Million Tokens

Qwen2.5 Coder 32B Instruct

$1.00

Step 3.5 Flash

$0.30

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

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
8120.0%vsN/A
Qwen2.5 Coder 32B Instruct
Step 3.5 Flash
HumanEvalPython coding & logic synthesis
9150.0%vsN/A
Qwen2.5 Coder 32B Instruct
Step 3.5 Flash
MATHComplex mathematical problem solving
6800.0%vsN/A
Qwen2.5 Coder 32B Instruct
Step 3.5 Flash
GPQAGraduate-level expert reasoning
4050.0%vsN/A
Qwen2.5 Coder 32B Instruct
Step 3.5 Flash
HellaSwagCommonsense reasoning and inference
8400.0%vsN/A
Qwen2.5 Coder 32B Instruct
Step 3.5 Flash
MT-BenchMulti-turn conversation flow quality
885.0%vsN/A
Qwen2.5 Coder 32B Instruct
Step 3.5 Flash

Qwen2.5 Coder 32B Instruct Quirks & Gotchas

No developer gotchas reported.

Step 3.5 Flash Quirks & Gotchas

No developer gotchas reported.