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GPT-5.2-Codex vs Llama 3.2 11B Vision 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-Codex and Llama 3.2 11B Vision Instruct.

OpenAI

GPT-5.2-Codex

GPT-5.2-Codex is an upgraded version of GPT-5.1-Codex optimized for software engineering and coding workflows. It is designed for both interactive development sessions and long, independent execution of complex engineering tasks....

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Meta

Llama 3.2 11B Vision Instruct

Llama 3.2 11B Vision is a multimodal model with 11 billion parameters, designed to handle tasks combining visual and textual data. It excels in tasks such as image captioning and...

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Technical Specifications

SpecificationGPT-5.2-CodexLlama 3.2 11B Vision Instruct
ProviderOpenAIMeta
Context Window400,000 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-01-142024-09-25

API Pricing Comparison

Input Price per Million Tokens

GPT-5.2-Codex

$1.75

Llama 3.2 11B Vision Instruct

$0.34

Output Price per Million Tokens

GPT-5.2-Codex

$14.00

Llama 3.2 11B Vision Instruct

$0.34

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-5.2-Codex Quirks & Gotchas

No developer gotchas reported.

Llama 3.2 11B Vision Instruct Quirks & Gotchas

No developer gotchas reported.