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Llama 4 Maverick 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 4 Maverick and o3 Mini.

Meta

Llama 4 Maverick

Meta's next-generation open weights model. Delivers premium agentic capabilities, reasoning, and tool call compliance for local or self-hosted enterprise stacks.

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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 4 Mavericko3 Mini
ProviderMetaOpenAI
Context Window1,048,576 tokens200,000 tokens
Agent Suitability89/10091/100
Time to First Token (TTFT)300 ms800 ms
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-05-252025-01-31

API Pricing Comparison

Input Price per Million Tokens

Llama 4 Maverick

$0.15

o3 Mini

$1.10

Output Price per Million Tokens

Llama 4 Maverick

$0.60

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
9150.0%vs8790.0%
Llama 4 Maverick
o3 Mini
HumanEvalPython coding & logic synthesis
9380.0%vs9020.0%
Llama 4 Maverick
o3 Mini
MATHComplex mathematical problem solving
8920.0%vs9020.0%
Llama 4 Maverick
o3 Mini
GPQAGraduate-level expert reasoning
7640.0%vs6850.0%
Llama 4 Maverick
o3 Mini
HellaSwagCommonsense reasoning and inference
9720.0%vs8900.0%
Llama 4 Maverick
o3 Mini
MT-BenchMulti-turn conversation flow quality
940.0%vs910.0%
Llama 4 Maverick
o3 Mini

Llama 4 Maverick Quirks & Gotchas

  • โ–ธSelf-hostable via Ollama/Docker โ€” ideal for on-premise deployments
  • โ–ธRequires specific system prompt for optimal function calling reliability

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