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GPT-4o 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 and Llama 3 8B Instruct.

OpenAI

GPT-4o

GPT-4o ("o" for "omni") is OpenAI's latest AI model, supporting both text and image inputs with text outputs. It maintains the intelligence level of [GPT-4 Turbo](/models/openai/gpt-4-turbo) while being twice as...

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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-4oLlama 3 8B Instruct
ProviderOpenAIMeta
Context Window128,000 tokens8,192 tokens
Agent Suitability90/100N/A
Time to First Token (TTFT)280 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-05-132024-04-18

API Pricing Comparison

Input Price per Million Tokens

GPT-4o

$2.50

Llama 3 8B Instruct

$0.14

Output Price per Million Tokens

GPT-4o

$10.00

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
8870.0%vsN/A
GPT-4o
Llama 3 8B Instruct
HumanEvalPython coding & logic synthesis
9020.0%vsN/A
GPT-4o
Llama 3 8B Instruct
MATHComplex mathematical problem solving
7660.0%vsN/A
GPT-4o
Llama 3 8B Instruct
GPQAGraduate-level expert reasoning
5360.0%vsN/A
GPT-4o
Llama 3 8B Instruct
HellaSwagCommonsense reasoning and inference
8870.0%vsN/A
GPT-4o
Llama 3 8B Instruct
MT-BenchMulti-turn conversation flow quality
930.0%vsN/A
GPT-4o
Llama 3 8B Instruct

GPT-4o Quirks & Gotchas

  • โ–ธStrong multimodal performance โ€” best vision+tool calling combo
  • โ–ธLegacy model โ€” migrate to GPT-5 for latest improvements

Llama 3 8B Instruct Quirks & Gotchas

No developer gotchas reported.