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Llama 3.1 8B vs Mistral Large 3

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 Mistral Large 3.

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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Mistral

Mistral Large 3

Mistral's flagship commercial model, boasting multilingual support and advanced coding and math skills. Designed for complex reasoning and enterprise tasks that require high compliance.

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Technical Specifications

SpecificationLlama 3.1 8BMistral Large 3
ProviderMetaMistral
Context Window131,072 tokens262,144 tokens
Agent Suitability74/10091/100
Time to First Token (TTFT)80 ms250 ms
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-07-232024-07-24

API Pricing Comparison

Input Price per Million Tokens

Llama 3.1 8B

$0.04

Mistral Large 3

$0.50

Output Price per Million Tokens

Llama 3.1 8B

$0.04

Mistral Large 3

$1.50

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

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/Avs8680.0%
Llama 3.1 8B
Mistral Large 3
HumanEvalPython coding & logic synthesis
N/Avs8820.0%
Llama 3.1 8B
Mistral Large 3
MATHComplex mathematical problem solving
N/Avs7950.0%
Llama 3.1 8B
Mistral Large 3
GPQAGraduate-level expert reasoning
N/Avs5850.0%
Llama 3.1 8B
Mistral Large 3
HellaSwagCommonsense reasoning and inference
N/Avs9000.0%
Llama 3.1 8B
Mistral Large 3
MT-BenchMulti-turn conversation flow quality
N/Avs900.0%
Llama 3.1 8B
Mistral Large 3

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

Mistral Large 3 Quirks & Gotchas

  • โ–ธTop-tier structured JSON output โ€” best multilingual function calling
  • โ–ธLe Chat offers free consumer tier with same underlying model