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Qwen3 VL 8B Thinking 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 8B Thinking and R1 Distill Llama 70B.

Alibaba

Qwen3 VL 8B Thinking

Qwen3-VL-8B-Thinking is the reasoning-optimized variant of the Qwen3-VL-8B multimodal model, designed for advanced visual and textual reasoning across complex scenes, documents, and temporal sequences. It integrates enhanced multimodal alignment and...

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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 8B ThinkingR1 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 Date2025-10-142025-01-23

API Pricing Comparison

Input Price per Million Tokens

Qwen3 VL 8B Thinking

$0.12

R1 Distill Llama 70B

$0.80

Output Price per Million Tokens

Qwen3 VL 8B Thinking

$1.36

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 8B Thinking
R1 Distill Llama 70B
HumanEvalPython coding & logic synthesis
N/Avs8830.0%
Qwen3 VL 8B Thinking
R1 Distill Llama 70B
MATHComplex mathematical problem solving
N/Avs7000.0%
Qwen3 VL 8B Thinking
R1 Distill Llama 70B
GPQAGraduate-level expert reasoning
N/Avs4450.0%
Qwen3 VL 8B Thinking
R1 Distill Llama 70B
HellaSwagCommonsense reasoning and inference
N/Avs8600.0%
Qwen3 VL 8B Thinking
R1 Distill Llama 70B
MT-BenchMulti-turn conversation flow quality
N/Avs905.0%
Qwen3 VL 8B Thinking
R1 Distill Llama 70B

Qwen3 VL 8B Thinking Quirks & Gotchas

No developer gotchas reported.

R1 Distill Llama 70B Quirks & Gotchas

No developer gotchas reported.