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Qwen3 Coder Next 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 Coder Next and R1.

Alibaba

Qwen3 Coder Next

Qwen3-Coder-Next is an open-weight causal language model optimized for coding agents and local development workflows. It uses a sparse MoE design with 80B total parameters and only 3B activated per...

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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 Coder NextR1
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 Date2026-02-042025-01-20

API Pricing Comparison

Input Price per Million Tokens

Qwen3 Coder Next

$0.11

R1

$0.70

Output Price per Million Tokens

Qwen3 Coder Next

$0.80

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

Qwen3 Coder Next Quirks & Gotchas

No developer gotchas reported.

R1 Quirks & Gotchas

No developer gotchas reported.