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Qwen3 30B A3B Thinking 2507 vs R1

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 30B A3B Thinking 2507 and R1.

Alibaba

Qwen3 30B A3B Thinking 2507

Qwen3-30B-A3B-Thinking-2507 is a 30B parameter Mixture-of-Experts reasoning model optimized for complex tasks requiring extended multi-step thinking. The model is designed specifically for “thinking mode,” where internal reasoning traces are separated...

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DeepSeek

R1

DeepSeek R1 is here: Performance on par with [OpenAI o1](/openai/o1), but open-sourced and with fully open reasoning tokens. It's 671B parameters in size, with 37B active in an inference pass....

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Technical Specifications

SpecificationQwen3 30B A3B Thinking 2507R1
ProviderAlibabaDeepSeek
Context Window131,072 tokens163,840 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostableself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-282025-01-20

API Pricing Comparison

Input Price per Million Tokens

Qwen3 30B A3B Thinking 2507

$0.13

R1

$0.70

Output Price per Million Tokens

Qwen3 30B A3B Thinking 2507

$1.56

R1

$2.50

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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/Avs9080.0%
Qwen3 30B A3B Thinking 2507
R1
HumanEvalPython coding & logic synthesis
N/Avs9280.0%
Qwen3 30B A3B Thinking 2507
R1
MATHComplex mathematical problem solving
N/Avs9310.0%
Qwen3 30B A3B Thinking 2507
R1
GPQAGraduate-level expert reasoning
N/Avs6210.0%
Qwen3 30B A3B Thinking 2507
R1
HellaSwagCommonsense reasoning and inference
N/Avs9050.0%
Qwen3 30B A3B Thinking 2507
R1
MT-BenchMulti-turn conversation flow quality
N/Avs935.0%
Qwen3 30B A3B Thinking 2507
R1

Qwen3 30B A3B Thinking 2507 Quirks & Gotchas

No developer gotchas reported.

R1 Quirks & Gotchas

No developer gotchas reported.