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GPT-4 Turbo vs Llama 3.1 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-4 Turbo and Llama 3.1 8B Instruct.

OpenAI

GPT-4 Turbo

The latest GPT-4 Turbo model with vision capabilities. Vision requests can now use JSON mode and function calling. Training data: up to December 2023.

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Meta

Llama 3.1 8B Instruct

Meta's latest class of model (Llama 3.1) launched with a variety of sizes & flavors. This 8B instruct-tuned version is fast and efficient. It has demonstrated strong performance compared to...

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Technical Specifications

SpecificationGPT-4 TurboLlama 3.1 8B Instruct
ProviderOpenAIMeta
Context Window128,000 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-04-092024-07-23

API Pricing Comparison

Input Price per Million Tokens

GPT-4 Turbo

$10.00

Llama 3.1 8B Instruct

$0.02

Output Price per Million Tokens

GPT-4 Turbo

$30.00

Llama 3.1 8B Instruct

$0.03

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
8640.0%vsN/A
GPT-4 Turbo
Llama 3.1 8B Instruct
HumanEvalPython coding & logic synthesis
8800.0%vsN/A
GPT-4 Turbo
Llama 3.1 8B Instruct
MATHComplex mathematical problem solving
7300.0%vsN/A
GPT-4 Turbo
Llama 3.1 8B Instruct
GPQAGraduate-level expert reasoning
5000.0%vsN/A
GPT-4 Turbo
Llama 3.1 8B Instruct
HellaSwagCommonsense reasoning and inference
8600.0%vsN/A
GPT-4 Turbo
Llama 3.1 8B Instruct
MT-BenchMulti-turn conversation flow quality
880.0%vsN/A
GPT-4 Turbo
Llama 3.1 8B Instruct

GPT-4 Turbo Quirks & Gotchas

No developer gotchas reported.

Llama 3.1 8B Instruct Quirks & Gotchas

No developer gotchas reported.