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Qwen3 Next 80B A3B Thinking 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 Next 80B A3B Thinking and R1.

Alibaba

Qwen3 Next 80B A3B Thinking

Qwen3-Next-80B-A3B-Thinking is a reasoning-first chat model in the Qwen3-Next line that outputs structured “thinking” traces by default. It’s designed for hard multi-step problems; math proofs, code synthesis/debugging, logic, and agentic...

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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 Next 80B A3B ThinkingR1
ProviderAlibabaDeepSeek
Context Window262,144 tokens163,840 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostableself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-09-112025-01-20

API Pricing Comparison

Input Price per Million Tokens

Qwen3 Next 80B A3B Thinking

$0.10

R1

$0.70

Output Price per Million Tokens

Qwen3 Next 80B A3B Thinking

$0.78

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 Next 80B A3B Thinking
R1
HumanEvalPython coding & logic synthesis
N/Avs9280.0%
Qwen3 Next 80B A3B Thinking
R1
MATHComplex mathematical problem solving
N/Avs9310.0%
Qwen3 Next 80B A3B Thinking
R1
GPQAGraduate-level expert reasoning
N/Avs6210.0%
Qwen3 Next 80B A3B Thinking
R1
HellaSwagCommonsense reasoning and inference
N/Avs9050.0%
Qwen3 Next 80B A3B Thinking
R1
MT-BenchMulti-turn conversation flow quality
N/Avs935.0%
Qwen3 Next 80B A3B Thinking
R1

Qwen3 Next 80B A3B Thinking Quirks & Gotchas

No developer gotchas reported.

R1 Quirks & Gotchas

No developer gotchas reported.