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o3 Deep Research vs Qwen2.5 Coder 32B Instruct

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 o3 Deep Research and Qwen2.5 Coder 32B Instruct.

OpenAI

o3 Deep Research

o3-deep-research is OpenAI's advanced model for deep research, designed to tackle complex, multi-step research tasks. Note: This model always uses the 'web_search' tool which adds additional cost.

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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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Technical Specifications

Specificationo3 Deep ResearchQwen2.5 Coder 32B Instruct
ProviderOpenAIAlibaba
Context Window200,000 tokens128,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-102024-11-11

API Pricing Comparison

Input Price per Million Tokens

o3 Deep Research

$10.00

Qwen2.5 Coder 32B Instruct

$0.66

Output Price per Million Tokens

o3 Deep Research

$40.00

Qwen2.5 Coder 32B Instruct

$1.00

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
N/Avs8120.0%
o3 Deep Research
Qwen2.5 Coder 32B Instruct
HumanEvalPython coding & logic synthesis
N/Avs9150.0%
o3 Deep Research
Qwen2.5 Coder 32B Instruct
MATHComplex mathematical problem solving
N/Avs6800.0%
o3 Deep Research
Qwen2.5 Coder 32B Instruct
GPQAGraduate-level expert reasoning
N/Avs4050.0%
o3 Deep Research
Qwen2.5 Coder 32B Instruct
HellaSwagCommonsense reasoning and inference
N/Avs8400.0%
o3 Deep Research
Qwen2.5 Coder 32B Instruct
MT-BenchMulti-turn conversation flow quality
N/Avs885.0%
o3 Deep Research
Qwen2.5 Coder 32B Instruct

o3 Deep Research Quirks & Gotchas

No developer gotchas reported.

Qwen2.5 Coder 32B Instruct Quirks & Gotchas

No developer gotchas reported.