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Llama 3.1 70B 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 3.1 70B Instruct and o3 Mini.

Meta

Llama 3.1 70B Instruct

Meta's latest class of model (Llama 3.1) launched with a variety of sizes & flavors. This 70B instruct-tuned version is optimized for high quality dialogue usecases. It has demonstrated strong...

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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 3.1 70B 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 Date2024-07-232025-01-31

API Pricing Comparison

Input Price per Million Tokens

Llama 3.1 70B Instruct

$0.40

o3 Mini

$1.10

Output Price per Million Tokens

Llama 3.1 70B Instruct

$0.40

o3 Mini

$4.40

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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
N/Avs8790.0%
Llama 3.1 70B Instruct
o3 Mini
HumanEvalPython coding & logic synthesis
N/Avs9020.0%
Llama 3.1 70B Instruct
o3 Mini
MATHComplex mathematical problem solving
N/Avs9020.0%
Llama 3.1 70B Instruct
o3 Mini
GPQAGraduate-level expert reasoning
N/Avs6850.0%
Llama 3.1 70B Instruct
o3 Mini
HellaSwagCommonsense reasoning and inference
N/Avs8900.0%
Llama 3.1 70B Instruct
o3 Mini
MT-BenchMulti-turn conversation flow quality
N/Avs910.0%
Llama 3.1 70B Instruct
o3 Mini

Llama 3.1 70B 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