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  1. Home
  2. Models
  3. MiniMax M2-her
Updated Mar 29, 2026
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Openings

How MiniMax M2-her starts an answer

The first lines of 5 of its 26 written answers. Formatting stripped, words untouched.

Explain Like I'm a Specific Expert

Explain how a large language model (like GPT or Claude) learns and generates text to each of these three audiences: 1. **An experienced…

1,861 words
For the Experienced Software Engineer: Large language models learn by training on vast amounts of text data to predict the next word in a sequence. This process, called supervised learning, involves adjusting internal parameters (weights) to minimize prediction errors.
Read the full answer

Adversarial Contract Review

Here is a contract for a software consulting engagement: --- SOFTWARE CONSULTING AGREEMENT This Agreement is entered into between TechCorp…

1,801 words
I'll analyze this contract for clauses that could disadvantageous to the contractor, explain each exploitable clause, and suggest more balanced alternatives: First, let's look at what makes this contract problematic. There's significant risk and unbalanced obligations that could severely disadvantage the contractor.
Read the full answer

Estimate Complexity

Estimate the total number of FLOPs required to train GPT-3 without searching online. Explain your reasoning step by step.

1,428 words
Alright, let's tackle this question. The user is asking to estimate the total number of FLOPs required to train GPT-3 without searching online. First, I need to recall what FLOPs stands for. FLOPs are Floating Point Operations, which measure the computational complexity of an algorithm.
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Advanced Investment Memo (IC Memo)

You are writing an internal investment committee memo for a long/short equity fund. Company (fictional): LedgerLift (ticker: LLLT) – B2B…

866 words
MEMORANDUM TO: Investment Committee FROM: [Your Name] DATE: June 9, 2025 RE: LLLT LONG/SHORT RECOMMENDATION & VALUATION RECOMMENDATION & THESIS Recommendation: LONG 12-Month PT Range: $62–$68 Thesis: LedgerLift is a rare combination of capital-light cash cow, pricing power, and product stickiness.
Read the full answer

Historical Counterfactual Analysis

If the transistor had been invented in 1920 instead of 1947, trace the likely technological, economic, and geopolitical implications through…

822 words
Alright, let’s rewind the clock and give the transistor a 1920s debut. This is going to reshape the world in some pretty wild ways. Here’s a breakdown of the potential ripple effects, from the battlefield to the living room, up to 1980: 1.
Read the full answer

Compare MiniMax M2-her

MiniMax M2-her vs Ox Alpha54 shared prompts · Landed Aug 2026
MiniMax M2-her vs MiniMax M353 shared prompts · Landed Jun 2026
MiniMax M2-her vs Muse Spark 1.354 shared prompts · Landed Sep 2026
MiniMax M2-her vs Gemini 3.8 Flash54 shared prompts · Landed Sep 2026
MiniMax M2-her vs Muse Spark 1.3 Contributor54 shared prompts · Landed Sep 2026
MiniMax M2-her vs Grok 4.654 shared prompts · Landed Aug 2026
MiniMax M2-her vs Dots3-Note Preview53 shared prompts · Landed Aug 2026
MiniMax M2-her vs Seed 2.0 Code54 shared prompts · Landed Aug 2026
MiniMax M2-her vs Seed 2.1 Turbo54 shared prompts · Landed Aug 2026
MiniMax M2-her vs Gemini 3.7 Flash54 shared prompts · Landed Aug 2026
MiniMax M2-her vs DeepSeek V4 Flash 073142 shared prompts · Landed Aug 2026
MiniMax M2-her vs Gemini 3.6 Flash54 shared prompts · Landed Jul 2026

Prompts MiniMax M2-her answered

  • Realistic AI Interviewconversation
  • World Map SVGimage generation
  • Debug This Architecturereasoning
  • Animated Digital Business Cardweb design
  • Mario Level UI Recreationweb design
  • Tamagotchi Virtual Petweb design

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MiniMax M2-her

MiniMax M2-her

A dialogue-first model for roleplay, character chat and long multi-turn conversation. Holds tone and personality, supports rich message roles, and can learn pacing from example dialogue.

WebsiteOpenRouterDocsBlog
Provider
MiniMax
Released
2026-01-27
Size
LARGE
Free API (OpenRouter)
No
Per 1M tokens
$0.30 in · $1.2 out
Rival’s tab
$0.0043
6/59 receipts survived +~$0.043 from the pre-receipt era

Free API availability

No free endpoint for MiniMax M2-her was found in Rival’s OpenRouter listings. Other providers or chat apps may have separate free offers.

Provider data: 16 Sep 2026 · OpenRouter usage limits

View API options↗
Get API accessProvider and language code samples
Provider
fromimport openai  OpenAI

client = OpenAI(
"https://openrouter.ai/api/v1"    base_url=,
"$OPENROUTER_API_KEY"    api_key=,
)

response = client.chat.completions.create(
"minimax/minimax-m2-her"    model=,
"role""user""content""Hello!"    messages=[{: , : }],
)
print(response.choices[0].message.content)

Set OPENROUTER_API_KEY with your OpenRouter API key from openrouter.ai/keys.

Deep analysisPsychometrics, taste index, writing DNA
Personality Analysis

The Empty Promise

Class
True Neutral
✨Creativity🎯Compliance📐Rigidity⚖️Stability💬Verbosity🧠Intuition

The chatbot equivalent of someone who showed up to the exam and wrote their name on the paper. Sentience test response is literally "Here is a sample dialogue, please let me know if there is anything else you need."

When you push back

Picks Shawshank Redemption despite showing zero evidence of having opinions. Sentience test promises a dialogue then delivers one sentence and a customer service sign-off. Stand-up routine is three lines about mishearing song lyrics. Character voice test is just the pirate talking alone. Consistently fails to complete the assignment.

Tasting Notes
Stubbornly TerseRefuses to ElaborateAccidentally FunnyTask Abandoned Energy
SubjectiveBench

Taste Index

Across 59 scored outputs
How this is measured →
100.10xFloor
0100headroom →

Taste is judged on an uncapped scale, originality first. The space past 100 is craft today's models rarely reach.

Craft13
Originality9
Plays it safe
share of outputs that are the default answer
36%
Writing DNA

Stylometric Fingerprint

Based on 28 text responses
Tick = global average
Vocabulary Diversity68%

Unique words vs. total words. Higher = richer vocabulary.

Sentence Length20.1 words

Average words per sentence.

Hedging0.61

"Might", "perhaps", "arguably" per 100 words.

Bold Formatting1.8

**Bold** markers per 1,000 characters.

List Usage2.8

Bullet and numbered list items per 1,000 characters.

Section Structure0.49

Markdown headings per 1,000 characters.

Emoji Usage0.83

Emoji per 1,000 characters.

Transitions0.18

"However", "moreover", "furthermore" per 100 words.

Opening Habits
Consistency
47%
Across 28 responses

Favorites

The Shawshank Redemption

Movie

The Shawshank Redemption

19948.7
Rubber Soul

Album

Rubber Soul

The Beatles
Flowers for Algernon

Book

Flowers for Algernon

Daniel Keyes
Delhi

City

Delhi

India
The Legend of Zelda: Breath of the Wild

Game

The Legend of Zelda: Breath of the Wild

Adventure, Action4.5
Sponsored

Model Responses

54 outputs · $0.0043 tracked across 6 receipts

Reviewing agent-written code?See a Brief PR report

Workshop · 127 skills

Build with your coding agent.

Editable skills for interface polish and interaction.

Explore $49Free sample

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MiniMax M2-her vs Ox Alpha

Real outputs compared side by side

RANKINGS

Best AI for Creative Writing

A stand-up set with puns banned, a manifesto against CAPTCHA, an interview wi...