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GPT-5.4 vs MiniMax M2-her

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 and MiniMax M2-her.

OpenAI

GPT-5.4

GPT-5.4 is OpenAI’s latest frontier model, unifying the Codex and GPT lines into a single system. It features a 1M+ token context window (922K input, 128K output) with support for...

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MiniMax

MiniMax M2-her

MiniMax M2-her is a dialogue-first large language model built for immersive roleplay, character-driven chat, and expressive multi-turn conversations. Designed to stay consistent in tone and personality, it supports rich message...

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Technical Specifications

SpecificationGPT-5.4MiniMax M2-her
ProviderOpenAIMiniMax
Context Window1,050,000 tokens65,536 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-03-052026-01-23

API Pricing Comparison

Input Price per Million Tokens

GPT-5.4

$2.50

MiniMax M2-her

$0.30

Output Price per Million Tokens

GPT-5.4

$15.00

MiniMax M2-her

$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.

GPT-5.4 Quirks & Gotchas

No developer gotchas reported.

MiniMax M2-her Quirks & Gotchas

No developer gotchas reported.