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Qwen2.5 7B Instruct vs Qwen3.5-35B-A3B

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 Qwen3.5-35B-A3B.

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

Qwen3.5-35B-A3B

The Qwen3.5 Series 35B-A3B is a native vision-language model designed with a hybrid architecture that integrates linear attention mechanisms and a sparse mixture-of-experts model, achieving higher inference efficiency. Its overall...

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Technical Specifications

SpecificationQwen2.5 7B InstructQwen3.5-35B-A3B
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 Date2024-10-162026-02-25

API Pricing Comparison

Input Price per Million Tokens

Qwen2.5 7B Instruct

$0.04

Qwen3.5-35B-A3B

$0.14

Output Price per Million Tokens

Qwen2.5 7B Instruct

$0.10

Qwen3.5-35B-A3B

$1.00

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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
Qwen3.5-35B-A3B
HumanEvalPython coding & logic synthesis
7800.0%vsN/A
Qwen2.5 7B Instruct
Qwen3.5-35B-A3B
MATHComplex mathematical problem solving
4250.0%vsN/A
Qwen2.5 7B Instruct
Qwen3.5-35B-A3B
GPQAGraduate-level expert reasoning
3200.0%vsN/A
Qwen2.5 7B Instruct
Qwen3.5-35B-A3B
HellaSwagCommonsense reasoning and inference
7950.0%vsN/A
Qwen2.5 7B Instruct
Qwen3.5-35B-A3B
MT-BenchMulti-turn conversation flow quality
820.0%vsN/A
Qwen2.5 7B Instruct
Qwen3.5-35B-A3B

Qwen2.5 7B Instruct Quirks & Gotchas

No developer gotchas reported.

Qwen3.5-35B-A3B Quirks & Gotchas

No developer gotchas reported.