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Llama 3.2 11B Vision vs o3 Mini

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 Llama 3.2 11B Vision and o3 Mini.

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.

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OpenAI

o3 Mini

OpenAI o3-mini is a cost-efficient language model optimized for STEM reasoning tasks, particularly excelling in science, mathematics, and coding. This model supports the `reasoning_effort` parameter, which can be set to...

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Technical Specifications

SpecificationLlama 3.2 11B Visiono3 Mini
ProviderMetaOpenAI
Context Window131,072 tokens200,000 tokens
Agent Suitability72/10091/100
Time to First Token (TTFT)150 ms800 ms
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-09-252025-01-31

API Pricing Comparison

Input Price per Million Tokens

Llama 3.2 11B Vision

$0.34

o3 Mini

$1.10

Output Price per Million Tokens

Llama 3.2 11B Vision

$0.34

o3 Mini

$4.40

Want to test both models live?

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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.

MMLUGeneral knowledge & multi-task understanding
7300.0%vs8790.0%
Llama 3.2 11B Vision
o3 Mini
HumanEvalPython coding & logic synthesis
7500.0%vs9020.0%
Llama 3.2 11B Vision
o3 Mini
MATHComplex mathematical problem solving
5800.0%vs9020.0%
Llama 3.2 11B Vision
o3 Mini
GPQAGraduate-level expert reasoning
3800.0%vs6850.0%
Llama 3.2 11B Vision
o3 Mini
HellaSwagCommonsense reasoning and inference
8200.0%vs8900.0%
Llama 3.2 11B Vision
o3 Mini
MT-BenchMulti-turn conversation flow quality
790.0%vs910.0%
Llama 3.2 11B Vision
o3 Mini

Llama 3.2 11B Vision Quirks & Gotchas

  • โ–ธLightweight vision model for edge/on-device deployments
  • โ–ธLimited tool calling โ€” use Llama 4 for production agentic tasks

o3 Mini Quirks & Gotchas

  • โ–ธBest cost/performance ratio for reasoning tasks in the OpenAI lineup
  • โ–ธStill slower than GPT-5 for simple tool calls โ€” route accordingly