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Qwen3 VL 235B A22B Instruct 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 VL 235B A22B Instruct and R1 Distill Llama 70B.

Alibaba

Qwen3 VL 235B A22B Instruct

Qwen3-VL-235B-A22B Instruct is an open-weight multimodal model that unifies strong text generation with visual understanding across images and video. The Instruct model targets general vision-language use (VQA, document parsing, chart/table...

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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 VL 235B A22B InstructR1 Distill Llama 70B
ProviderAlibabaDeepSeek
Context Window262,144 tokens128,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostableself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-09-232025-01-23

API Pricing Comparison

Input Price per Million Tokens

Qwen3 VL 235B A22B Instruct

$0.20

R1 Distill Llama 70B

$0.80

Output Price per Million Tokens

Qwen3 VL 235B A22B Instruct

$0.88

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 VL 235B A22B Instruct
R1 Distill Llama 70B
HumanEvalPython coding & logic synthesis
N/Avs8830.0%
Qwen3 VL 235B A22B Instruct
R1 Distill Llama 70B
MATHComplex mathematical problem solving
N/Avs7000.0%
Qwen3 VL 235B A22B Instruct
R1 Distill Llama 70B
GPQAGraduate-level expert reasoning
N/Avs4450.0%
Qwen3 VL 235B A22B Instruct
R1 Distill Llama 70B
HellaSwagCommonsense reasoning and inference
N/Avs8600.0%
Qwen3 VL 235B A22B Instruct
R1 Distill Llama 70B
MT-BenchMulti-turn conversation flow quality
N/Avs905.0%
Qwen3 VL 235B A22B Instruct
R1 Distill Llama 70B

Qwen3 VL 235B A22B Instruct Quirks & Gotchas

No developer gotchas reported.

R1 Distill Llama 70B Quirks & Gotchas

No developer gotchas reported.