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Qwen2.5 7B Instruct vs Qwen3 235B A22B Instruct 2507

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 7B Instruct and Qwen3 235B A22B Instruct 2507.

Alibaba

Qwen2.5 7B Instruct

Qwen2.5 7B is the latest series of Qwen large language models. Qwen2.5 brings the following improvements upon Qwen2: - Significantly more knowledge and has greatly improved capabilities in coding and...

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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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Technical Specifications

SpecificationQwen2.5 7B InstructQwen3 235B A22B Instruct 2507
ProviderAlibabaAlibaba
Context Window131,072 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostableself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-10-162025-07-21

API Pricing Comparison

Input Price per Million Tokens

Qwen2.5 7B Instruct

$0.04

Qwen3 235B A22B Instruct 2507

$0.09

Output Price per Million Tokens

Qwen2.5 7B Instruct

$0.10

Qwen3 235B A22B Instruct 2507

$0.10

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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
7580.0%vsN/A
Qwen2.5 7B Instruct
Qwen3 235B A22B Instruct 2507
HumanEvalPython coding & logic synthesis
7800.0%vsN/A
Qwen2.5 7B Instruct
Qwen3 235B A22B Instruct 2507
MATHComplex mathematical problem solving
4250.0%vsN/A
Qwen2.5 7B Instruct
Qwen3 235B A22B Instruct 2507
GPQAGraduate-level expert reasoning
3200.0%vsN/A
Qwen2.5 7B Instruct
Qwen3 235B A22B Instruct 2507
HellaSwagCommonsense reasoning and inference
7950.0%vsN/A
Qwen2.5 7B Instruct
Qwen3 235B A22B Instruct 2507
MT-BenchMulti-turn conversation flow quality
820.0%vsN/A
Qwen2.5 7B Instruct
Qwen3 235B A22B Instruct 2507

Qwen2.5 7B Instruct Quirks & Gotchas

No developer gotchas reported.

Qwen3 235B A22B Instruct 2507 Quirks & Gotchas

No developer gotchas reported.