GPT-5.2 Pro 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-5.2 Pro and Llama 3.1 8B Instruct.
GPT-5.2 Pro
GPT-5.2 Pro is OpenAI’s most advanced model, offering major improvements in agentic coding and long context performance over GPT-5 Pro. It is optimized for complex tasks that require step-by-step reasoning,...
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...
Technical Specifications
| Specification | GPT-5.2 Pro | Llama 3.1 8B Instruct |
|---|---|---|
| Provider | OpenAI | Meta |
| Context Window | 400,000 tokens | 131,072 tokens |
| Agent Suitability | N/A | N/A |
| Time to First Token (TTFT) | N/A | N/A |
| Deployment Model | managed api | self hostable |
| Production Stability | stable | stable |
| API Available | Yes | Yes |
| Released Date | 2025-12-10 | 2024-07-23 |
API Pricing Comparison
Input Price per Million Tokens
GPT-5.2 Pro
$21.00
Llama 3.1 8B Instruct
$0.02
Output Price per Million Tokens
GPT-5.2 Pro
$168.00
Llama 3.1 8B Instruct
$0.03
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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-5.2 Pro Quirks & Gotchas
No developer gotchas reported.
Llama 3.1 8B Instruct Quirks & Gotchas
No developer gotchas reported.