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GPT-5.4 Mini vs MiniMax M3

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 GPT-5.4 Mini and MiniMax M3.

OpenAI

GPT-5.4 Mini

GPT-5.4 mini brings the core capabilities of GPT-5.4 to a faster, more efficient model optimized for high-throughput workloads. It supports text and image inputs with strong performance across reasoning, coding,...

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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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Technical Specifications

SpecificationGPT-5.4 MiniMiniMax M3
ProviderOpenAIMiniMax
Context Window400,000 tokens1,048,576 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2026-03-172026-05-31

API Pricing Comparison

Input Price per Million Tokens

GPT-5.4 Mini

$0.75

MiniMax M3

$0.30

Output Price per Million Tokens

GPT-5.4 Mini

$4.50

MiniMax M3

$1.20

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/Avs8400.0%
GPT-5.4 Mini
MiniMax M3
HumanEvalPython coding & logic synthesis
N/Avs8350.0%
GPT-5.4 Mini
MiniMax M3
MATHComplex mathematical problem solving
N/Avs6200.0%
GPT-5.4 Mini
MiniMax M3
GPQAGraduate-level expert reasoning
N/Avs4250.0%
GPT-5.4 Mini
MiniMax M3
HellaSwagCommonsense reasoning and inference
N/Avs8520.0%
GPT-5.4 Mini
MiniMax M3
MT-BenchMulti-turn conversation flow quality
N/Avs888.0%
GPT-5.4 Mini
MiniMax M3

GPT-5.4 Mini Quirks & Gotchas

No developer gotchas reported.

MiniMax M3 Quirks & Gotchas

No developer gotchas reported.