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GPT-4.1 vs Llama 3.2 3B 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-4.1 and Llama 3.2 3B Instruct.

OpenAI

GPT-4.1

GPT-4.1 is a flagship large language model optimized for advanced instruction following, real-world software engineering, and long-context reasoning. It supports a 1 million token context window and outperforms GPT-4o and...

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Meta

Llama 3.2 3B Instruct

Llama 3.2 3B is a 3-billion-parameter multilingual large language model, optimized for advanced natural language processing tasks like dialogue generation, reasoning, and summarization. Designed with the latest transformer architecture, it...

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Technical Specifications

SpecificationGPT-4.1Llama 3.2 3B Instruct
ProviderOpenAIMeta
Context Window1,047,576 tokens131,072 tokens
Agent Suitability91/100N/A
Time to First Token (TTFT)250 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-04-142024-09-25

API Pricing Comparison

Input Price per Million Tokens

GPT-4.1

$2.00

Llama 3.2 3B Instruct

$0.05

Output Price per Million Tokens

GPT-4.1

$8.00

Llama 3.2 3B Instruct

$0.33

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.

GPT-4.1 Quirks & Gotchas

  • โ–ธStrong tool-calling reliability โ€” good migration path from GPT-4o
  • โ–ธMigrate to GPT-5 for larger context window and improved reasoning

Llama 3.2 3B Instruct Quirks & Gotchas

No developer gotchas reported.