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GPT-4o-mini vs Llama 3 8B Instruct

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 GPT-4o-mini and Llama 3 8B Instruct.

OpenAI

GPT-4o-mini

GPT-4o mini is OpenAI's newest model after [GPT-4 Omni](/models/openai/gpt-4o), supporting both text and image inputs with text outputs. As their most advanced small model, it is many multiples more affordable...

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Meta

Llama 3 8B Instruct

Meta's latest class of model (Llama 3) launched with a variety of sizes & flavors. This 8B instruct-tuned version was optimized for high quality dialogue usecases. It has demonstrated strong...

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Technical Specifications

SpecificationGPT-4o-miniLlama 3 8B Instruct
ProviderOpenAIMeta
Context Window128,000 tokens8,192 tokens
Agent Suitability82/100N/A
Time to First Token (TTFT)150 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-07-182024-04-18

API Pricing Comparison

Input Price per Million Tokens

GPT-4o-mini

$0.15

Llama 3 8B Instruct

$0.14

Output Price per Million Tokens

GPT-4o-mini

$0.60

Llama 3 8B Instruct

$0.14

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
8200.0%vsN/A
GPT-4o-mini
Llama 3 8B Instruct
HumanEvalPython coding & logic synthesis
8400.0%vsN/A
GPT-4o-mini
Llama 3 8B Instruct
MATHComplex mathematical problem solving
7020.0%vsN/A
GPT-4o-mini
Llama 3 8B Instruct
GPQAGraduate-level expert reasoning
4500.0%vsN/A
GPT-4o-mini
Llama 3 8B Instruct
HellaSwagCommonsense reasoning and inference
8470.0%vsN/A
GPT-4o-mini
Llama 3 8B Instruct
MT-BenchMulti-turn conversation flow quality
860.0%vsN/A
GPT-4o-mini
Llama 3 8B Instruct

GPT-4o-mini Quirks & Gotchas

  • โ–ธUltra-low latency โ€” best TTFT in the OpenAI lineup
  • โ–ธTool calling limited to single-step โ€” not suitable for complex agentic pipelines

Llama 3 8B Instruct Quirks & Gotchas

No developer gotchas reported.