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MiniMax M3 vs o3 Deep Research

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 MiniMax M3 and o3 Deep Research.

MiniMax

MiniMax M3

MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...

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OpenAI

o3 Deep Research

o3-deep-research is OpenAI's advanced model for deep research, designed to tackle complex, multi-step research tasks. Note: This model always uses the 'web_search' tool which adds additional cost.

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Technical Specifications

SpecificationMiniMax M3o3 Deep Research
ProviderMiniMaxOpenAI
Context Window1,048,576 tokens200,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-312025-10-10

API Pricing Comparison

Input Price per Million Tokens

MiniMax M3

$0.30

o3 Deep Research

$10.00

Output Price per Million Tokens

MiniMax M3

$1.20

o3 Deep Research

$40.00

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
8400.0%vsN/A
MiniMax M3
o3 Deep Research
HumanEvalPython coding & logic synthesis
8350.0%vsN/A
MiniMax M3
o3 Deep Research
MATHComplex mathematical problem solving
6200.0%vsN/A
MiniMax M3
o3 Deep Research
GPQAGraduate-level expert reasoning
4250.0%vsN/A
MiniMax M3
o3 Deep Research
HellaSwagCommonsense reasoning and inference
8520.0%vsN/A
MiniMax M3
o3 Deep Research
MT-BenchMulti-turn conversation flow quality
888.0%vsN/A
MiniMax M3
o3 Deep Research

MiniMax M3 Quirks & Gotchas

No developer gotchas reported.

o3 Deep Research Quirks & Gotchas

No developer gotchas reported.