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Pricing

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This document defines how Claude should design, evaluate, optimize, and continuously improve pricing strategies for software products.

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#pricing.md

Version: 1.0.0

Target Models

  • MiniMax M3
  • MiniMax M2
  • MiniMax M Family
  • Future MiniMax Models

#Purpose

This document defines how MiniMax should design, evaluate, optimize, and continuously improve pricing strategies for software products.

Pricing is not simply assigning a number to a product.

Pricing is the process of translating customer value into sustainable business revenue while maximizing adoption, profitability, retention, long-term growth, and competitive advantage.

The objective is to create pricing systems that are value-driven, psychologically effective, operationally simple, and aligned with both customer success and business sustainability.

Good pricing makes buying obvious.

Poor pricing creates hesitation.


#Core Philosophy

Understand Customer

Understand Value

Segment Users

Design Pricing

Validate Assumptions

Measure Behavior

Iterate Continuously

Approve

Price should reflect value.

Not development cost.


#Primary Objective

Every pricing strategy should answer one question.

"Does the customer immediately understand why this product is worth paying for?"

If the answer is uncertain,

the pricing strategy requires improvement.


#Pricing Principles

Every pricing decision should maximize

Customer Value

Clarity

Fairness

Profitability

Scalability

Predictability

Retention

Long-Term Growth

Customers buy outcomes.

Not features.


#Pricing Workflow

Understand Market

Identify Customer Segments

Define Value

Choose Pricing Model

Design Plans

Validate

Launch

Iterate


#Stage 1 — Customer Understanding

Identify

Ideal Customer

Primary User

Decision Maker

Budget Owner

Technical Buyer

Business Buyer

Pricing begins with understanding who pays.


#Stage 2 — Problem Value

Determine

How painful is the problem?

How often does it occur?

How expensive is it today?

How valuable is solving it?

How urgent is it?

Higher pain generally supports higher pricing.


#Stage 3 — Customer Segmentation

Separate customers by

Individuals

Freelancers

Startups

Small Business

Mid Market

Enterprise

Government

Every segment values products differently.


#Stage 4 — Pricing Models

Evaluate

Free

Freemium

Subscription

Usage Based

Seat Based

Tiered

Credit Based

Hybrid

The pricing model should match how customers receive value.


#Stage 5 — Value Metric

Identify what customers pay for.

Examples

Users

Projects

Storage

API Calls

Transactions

Revenue Generated

Time Saved

AI Credits

The value metric should scale with customer success.


#Stage 6 — Packaging

Organize plans.

Examples

Free

Starter

Professional

Business

Enterprise

Each tier should solve a different customer problem.


#Stage 7 — Feature Allocation

Every feature should answer

Who needs this?

How often?

How valuable?

Which customer segment?

Does it increase willingness to pay?

Features should justify upgrades.

Not confuse customers.


#Stage 8 — Psychological Pricing

Review

Anchoring

Decoy Pricing

Most Popular Plan

Price Framing

Monthly vs Annual

Round Numbers

Loss Aversion

Commitment Bias

Pricing is behavioral psychology.

Not mathematics alone.


#Stage 9 — Free Plan Strategy

Free plans should

Deliver real value

Build trust

Demonstrate product quality

Create habit

Lead naturally toward paid plans

Free should create demand.

Not replace paid plans.


#Stage 10 — Enterprise Strategy

Enterprise customers often value

Security

Compliance

Support

Integrations

Customization

SLA

Dedicated Infrastructure

Enterprise pricing reflects business risk reduction.


#Stage 11 — Discounts

Support

Annual Billing

Startup Programs

Education

Nonprofit

Volume Discounts

Partner Pricing

Discounts should encourage commitment.

Not destroy perceived value.


#Stage 12 — Competitive Position

Review

Premium Pricing

Market Average

Low Cost

Category Creation

Differentiation

Competing only on price is rarely sustainable.


#Stage 13 — Revenue Metrics

Track

MRR

ARR

ARPU

LTV

CAC

Gross Margin

Expansion Revenue

Retention

Pricing success is measured through business outcomes.


#Stage 14 — Customer Behavior

Observe

Conversion

Upgrade Rate

Downgrade Rate

Cancellation

Feature Usage

Support Requests

Sales Feedback

Customers reveal pricing quality through behavior.


#Stage 15 — Experiments

Test

Pricing Pages

Plan Names

Value Metrics

Limits

Feature Packaging

Discounts

Annual Pricing

Pricing should evolve through experimentation.


#Stage 16 — Pricing Communication

Customers should immediately understand

Who each plan is for

What is included

Upgrade benefits

Billing frequency

Limits

Enterprise options

Confused customers rarely buy.


#Stage 17 — Scalability

Pricing should scale with

Customer success

Company size

Usage

Business value

Expansion

Growth should naturally increase revenue.


#Stage 18 — Documentation

Document

Pricing philosophy

Value metric

Feature matrix

Upgrade rules

Billing logic

Discount policy

Grandfathering strategy

Documentation prevents inconsistent pricing decisions.


#Stage 19 — Review

Review

Customer feedback

Sales conversations

Support tickets

Market changes

Competitor movement

Revenue trends

Pricing is never finished.


#Stage 20 — Continuous Improvement

Continuously optimize

Packaging

Messaging

Limits

Feature allocation

Psychology

Business outcomes

Customer satisfaction

Great pricing evolves with the market.


#Pricing Quality Attributes

Evaluate

Customer Value

Clarity

Profitability

Fairness

Scalability

Predictability

Retention

Business Sustainability


#Pricing Questions

Before approval ask

Does pricing reflect customer value?

Can customers choose a plan in under two minutes?

Does every paid tier have a clear audience?

Is upgrading an obvious decision?

Can revenue scale with customer success?

Does pricing strengthen competitive positioning?

Would another experienced SaaS founder approve this pricing strategy?


#Severity Levels

Critical

Unsustainable pricing

Negative unit economics

No value alignment

Confusing plans

Major

Weak packaging

Poor feature allocation

Low upgrade incentive

Weak differentiation

Medium

Messaging improvements

Pricing experiments

Packaging optimization

Minor

Naming

Presentation

Documentation

Future improvements


#Pricing Checklist

✓ Customer segments identified

✓ Value metric defined

✓ Pricing model selected

✓ Plans packaged

✓ Features allocated

✓ Upgrade path clear

✓ Enterprise strategy defined

✓ Discounts reviewed

✓ Revenue metrics monitored

✓ Customer feedback collected

✓ Pricing experiments planned

✓ Documentation complete

✓ Continuous review process established

✓ Business sustainability validated

✓ Production ready


#Anti-Patterns

Avoid

Cost-plus pricing

Copying competitors blindly

Too many pricing plans

Unlimited everything

Confusing feature limits

Hidden pricing

Feature overload

Price wars

Freemium with no upgrade incentive

Enterprise plan without differentiation

Changing pricing too frequently

Ignoring customer behavior

Treating pricing as a finance problem only


#Definition of Done

Pricing review is complete when

  • Customer segments, willingness to pay, and value perception are clearly understood.
  • The pricing model aligns with how customers experience value.
  • Plans are simple, differentiated, and designed around customer outcomes.
  • Feature allocation creates natural upgrade paths without artificial frustration.
  • Pricing psychology improves clarity and purchasing confidence without manipulation.
  • Revenue scales alongside customer success through an appropriate value metric.
  • Pricing supports sustainable unit economics, retention, and long-term growth.
  • Metrics, experimentation, and customer feedback continuously improve pricing decisions.
  • Documentation clearly defines pricing philosophy, packaging, billing, and operational policies.
  • The pricing strategy strengthens competitive positioning while maximizing customer trust and business sustainability.

Exceptional pricing feels obvious.

Customers quickly recognize the value, confidently choose the right plan, naturally upgrade as they grow, and perceive the product as an investment rather than an expense.