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Llama 3.2 3B Instruct 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 3B Instruct and o3 Mini.

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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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 3B Instructo3 Mini
ProviderMetaOpenAI
Context Window131,072 tokens200,000 tokens
Agent SuitabilityN/A91/100
Time to First Token (TTFT)N/A800 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 3B Instruct

$0.05

o3 Mini

$1.10

Output Price per Million Tokens

Llama 3.2 3B Instruct

$0.33

o3 Mini

$4.40

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/Avs8790.0%
Llama 3.2 3B Instruct
o3 Mini
HumanEvalPython coding & logic synthesis
N/Avs9020.0%
Llama 3.2 3B Instruct
o3 Mini
MATHComplex mathematical problem solving
N/Avs9020.0%
Llama 3.2 3B Instruct
o3 Mini
GPQAGraduate-level expert reasoning
N/Avs6850.0%
Llama 3.2 3B Instruct
o3 Mini
HellaSwagCommonsense reasoning and inference
N/Avs8900.0%
Llama 3.2 3B Instruct
o3 Mini
MT-BenchMulti-turn conversation flow quality
N/Avs910.0%
Llama 3.2 3B Instruct
o3 Mini

Llama 3.2 3B Instruct Quirks & Gotchas

No developer gotchas reported.

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