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Llama 3.1 8B vs Qwen3 Coder Plus

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 Llama 3.1 8B and Qwen3 Coder Plus.

Meta

Llama 3.1 8B

Llama 3.1 8B is Meta's lightweight open-weight model from the Llama 3.1 generation, optimized for efficient deployment on consumer hardware and edge devices. Despite its compact 8-billion-parameter size, it delivers strong performance on instruction following, text summarization, and lightweight coding tasks. Lllama 3.1 8B is the most downloaded model in the Llama family and runs efficiently on laptops, single GPUs, and CPU via quantization โ€” making it the default choice for on-device AI applications and local prototyping.

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Alibaba

Qwen3 Coder Plus

Qwen3 Coder Plus is Alibaba's proprietary version of the Open Source Qwen3 Coder 480B A35B. It is a powerful coding agent model specializing in autonomous programming via tool calling and...

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Technical Specifications

SpecificationLlama 3.1 8BQwen3 Coder Plus
ProviderMetaAlibaba
Context Window131,072 tokens1,000,000 tokens
Agent Suitability74/100N/A
Time to First Token (TTFT)80 msN/A
Deployment Modelself hostableself hostable
Production Stabilitystablebeta
API AvailableYesYes
Released Date2024-07-232025-09-23

API Pricing Comparison

Input Price per Million Tokens

Llama 3.1 8B

$0.04

Qwen3 Coder Plus

$0.65

Output Price per Million Tokens

Llama 3.1 8B

$0.04

Qwen3 Coder Plus

$3.25

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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/Avs8450.0%
Llama 3.1 8B
Qwen3 Coder Plus
HumanEvalPython coding & logic synthesis
N/Avs9380.0%
Llama 3.1 8B
Qwen3 Coder Plus
MATHComplex mathematical problem solving
N/Avs7500.0%
Llama 3.1 8B
Qwen3 Coder Plus
GPQAGraduate-level expert reasoning
N/Avs4500.0%
Llama 3.1 8B
Qwen3 Coder Plus
HellaSwagCommonsense reasoning and inference
N/Avs8650.0%
Llama 3.1 8B
Qwen3 Coder Plus
MT-BenchMulti-turn conversation flow quality
N/Avs905.0%
Llama 3.1 8B
Qwen3 Coder Plus

Llama 3.1 8B Quirks & Gotchas

  • โ–ธPerfect for CPU/edge deployment โ€” runs on Raspberry Pi with quantization
  • โ–ธLimited tool calling vs larger models โ€” best for simple classification and chat

Qwen3 Coder Plus Quirks & Gotchas

No developer gotchas reported.