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Qwen3.5 397B A17B vs R1 Distill Llama 70B

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 Qwen3.5 397B A17B and R1 Distill Llama 70B.

Alibaba

Qwen3.5 397B A17B

The Qwen3.5 series 397B-A17B native vision-language model is built on a hybrid architecture that integrates a linear attention mechanism with a sparse mixture-of-experts model, achieving higher inference efficiency. It delivers...

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DeepSeek

R1 Distill Llama 70B

DeepSeek R1 Distill Llama 70B is a distilled large language model based on [Llama-3.3-70B-Instruct](/meta-llama/llama-3.3-70b-instruct), using outputs from [DeepSeek R1](/deepseek/deepseek-r1). The model combines advanced distillation techniques to achieve high performance across...

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Technical Specifications

SpecificationQwen3.5 397B A17BR1 Distill Llama 70B
ProviderAlibabaDeepSeek
Context Window256,000 tokens128,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostableself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-162025-01-23

API Pricing Comparison

Input Price per Million Tokens

Qwen3.5 397B A17B

$0.39

R1 Distill Llama 70B

$0.80

Output Price per Million Tokens

Qwen3.5 397B A17B

$2.45

R1 Distill Llama 70B

$0.80

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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/Avs8520.0%
Qwen3.5 397B A17B
R1 Distill Llama 70B
HumanEvalPython coding & logic synthesis
N/Avs8830.0%
Qwen3.5 397B A17B
R1 Distill Llama 70B
MATHComplex mathematical problem solving
N/Avs7000.0%
Qwen3.5 397B A17B
R1 Distill Llama 70B
GPQAGraduate-level expert reasoning
N/Avs4450.0%
Qwen3.5 397B A17B
R1 Distill Llama 70B
HellaSwagCommonsense reasoning and inference
N/Avs8600.0%
Qwen3.5 397B A17B
R1 Distill Llama 70B
MT-BenchMulti-turn conversation flow quality
N/Avs905.0%
Qwen3.5 397B A17B
R1 Distill Llama 70B

Qwen3.5 397B A17B Quirks & Gotchas

No developer gotchas reported.

R1 Distill Llama 70B Quirks & Gotchas

No developer gotchas reported.