← Back to Model Hub/SIDE-BY-SIDE REVIEW
SHARE THIS:

GPT-5.3-Codex vs Llama 3.2 11B Vision

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-5.3-Codex and Llama 3.2 11B Vision.

OpenAI

GPT-5.3-Codex

GPT-5.3-Codex is OpenAI’s most advanced agentic coding model, combining the frontier software engineering performance of GPT-5.2-Codex with the broader reasoning and professional knowledge capabilities of GPT-5.2. It achieves state-of-the-art results...

View Full Specs
Meta

Llama 3.2 11B Vision

Meta's lightweight open weights vision model, optimized for mobile devices and local deployments. Capable of visual understanding, chart reading, and fast text generation.

View Full Specs

Technical Specifications

SpecificationGPT-5.3-CodexLlama 3.2 11B Vision
ProviderOpenAIMeta
Context Window400,000 tokens131,072 tokens
Agent SuitabilityN/A72/100
Time to First Token (TTFT)N/A150 ms
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-242024-09-25

API Pricing Comparison

Input Price per Million Tokens

GPT-5.3-Codex

$1.75

Llama 3.2 11B Vision

$0.34

Output Price per Million Tokens

GPT-5.3-Codex

$14.00

Llama 3.2 11B Vision

$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.

MMLUGeneral knowledge & multi-task understanding
N/Avs7300.0%
GPT-5.3-Codex
Llama 3.2 11B Vision
HumanEvalPython coding & logic synthesis
N/Avs7500.0%
GPT-5.3-Codex
Llama 3.2 11B Vision
MATHComplex mathematical problem solving
N/Avs5800.0%
GPT-5.3-Codex
Llama 3.2 11B Vision
GPQAGraduate-level expert reasoning
N/Avs3800.0%
GPT-5.3-Codex
Llama 3.2 11B Vision
HellaSwagCommonsense reasoning and inference
N/Avs8200.0%
GPT-5.3-Codex
Llama 3.2 11B Vision
MT-BenchMulti-turn conversation flow quality
N/Avs790.0%
GPT-5.3-Codex
Llama 3.2 11B Vision

GPT-5.3-Codex Quirks & Gotchas

No developer gotchas reported.

Llama 3.2 11B Vision Quirks & Gotchas

  • Lightweight vision model for edge/on-device deployments
  • Limited tool calling — use Llama 4 for production agentic tasks