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HELP · PLANS & USAGE

Plans & usage.

Choosing between Base / Max 5x / Max 20x; understanding usage caps.

Base vs Max 5x vs Max 20x.2026-08-01
What counts as usage.2026-08-01
What happens when you hit the cap.2026-08-01
Upgrade your plan.2026-08-01
Downgrade your plan.2026-08-01
Annual vs monthly billing.2026-08-01

← All help topics

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Physicians
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Therapists
Physical therapists
Financial advisors
Accountants
Realtors
Consultants
Recruiters
HR professionals
Journalists
Musicians
Translators
Tradespeople
Interior designers
Event planners

USE CASES · LIFE

EDUCATION

Teachers
Students
Professors
Grad students
Language learners

INDEPENDENT

Freelancers
Solopreneurs
Creators
Small nonprofits
Job seekers

EVERYDAY

Parents
Retirees
Hobbyists
Everyday life
Healthcare-adjacent
All use cases →

WORKFLOWS · WORK

WEEKLY & CORE

Weekly competitive digest
Meeting notes → actions
Research → cited brief
Job application pipeline
Content calendar month
Support macros
Financial statement first-pass
Course study system
Launch announcement kit
Inbox-zero triage

TEAM & OPS

Weekly OKR review
Sprint retro summary
Investor update draft
Board memo prep
Q4 planning kickoff
Vendor selection matrix
Post-mortem writeup
Product launch checklist
Customer onboarding sequence
PR crisis one-pager

WORKFLOWS · LIFE

INDIVIDUAL & PERSONAL

Freelance proposal generator
RFP response scaffold
Newsletter monthly cadence
Year-end review + goals
Reading synthesis (multi-article)
Reference letter draft
Multi-city trip planning
Home reno decision matrix
Interview prep for role
Salary negotiation prep
All workflows →

LEARN · FUNDAMENTALS

PROMPTING & HABITS

Prompting fundamentals
How to write a good prompt
What makes a prompt bad
Prompt patterns that save usage
Custom instructions recipes
Custom instructions vs memory
Memory, well-tended
Temporary vs persistent
Sharing with integrity
Keyboard-first workflow

AI CONCEPTS

What a token is
Context window (what it feels like)
What hallucination actually means
Why LLMs still make math errors
What happens when a model learns
Why same prompt, different answers
What is prompt caching
RAG for non-engineers
Why bigger isn't always better

LEARN · POWER

PRODUCT DECISIONS

Why Sonnet, not Opus (deeper)
Fast vs Deep tier
How the router picks a model
Extended thinking, when to enable
Web search, when to enable
Projects vs plain chats
Understanding the meal ledger
Choosing a plan
Annual vs monthly, what changes
Gift guide

POWER USER

Artifacts workflow
Designing with LADLE
Files workflows
Working with files
Getting better code
Projects mastery
Scheduled tasks worth keeping
LADLE for deep work
LADLE for teams
Research with citations
Citations & verification
Writing with AI honestly
Building a second brain
Switching from ChatGPT
All learn guides →

HELP · GETTING STARTED

SETUP & BASICS

Create your account
Your first chat
Redo setup
What is a project
Attaching files
Keyboard shortcuts
Exporting your chats

FEATURES

What is an artifact
Using design mode
Publishing a design
Sharing a chat
Using memory
How memory works
Setting custom instructions
Second opinion
Extended thinking
Temporary chats
Using temporary chats
Using projects
Voice input
Scheduling a task
Switching themes

HELP · BILLING

BILLING & PLANS

When am I charged
How to cancel
What happens when you cancel
Update payment method
Get a refund
Download invoices
Change your email
Annual vs monthly billing
Base vs Max 5x vs Max 20x
Upgrading your plan
Downgrading your plan
Hitting the usage cap
What counts as usage
Gift subscriptions

HELP · MORE

MEALS & IMPACT

How the meals work
When do meals fund
Verify receipts yourself
Why WFP + ShareTheMeal
What if the charity changes
Personal meal ledger
Reading the Kitchen panel
Reading a monthly receipt

PRIVACY & TEAMS

Training data policy
What we store
Deleting your data
GDPR & jurisdiction
Shared chat privacy
Report a security issue
Inviting team members
Seat billing basics
Admin controls
Removing a teammate
Team vs personal plans
SSO & SCIM availability

TROUBLESHOOTING

Streaming broke mid-reply
Upload failed
Can't sign in
Rate limit showing
All help docs →

GLOSSARY · CORE AI

CORE CONCEPTS

Token
Context window
LLM
Frontier model
Hallucination
Mixture of experts
Temperature
Streaming
Embedding
Attention
Chain of thought
Multimodal
Inference
Latency
Benchmark

PROMPTING & SAFETY

Prompt engineering
System prompt
Prompt injection
Jailbreak
Guardrails
Alignment
Zero-shot vs few-shot
Tokenizer
Fine-tuning

GLOSSARY · INFRA

INFRA & TECH

RAG
Vector database
Sparse attention
Quantization
Open weights
Prompt caching
Batch API
RLHF
Model routing
Inference cost
Input vs output tokens

PRODUCT & BUSINESS

API
Usage tier
Rate limit
Seat
MAU
ARR
Churn
Agent
Answer engine
GEO
SSO
SCIM
DPA
PII

MISSION & GIVING

PBC (public benefit corp)
Effective altruism
Aid effectiveness
Cash transfer
Restricted vs unrestricted
Overhead ratio
All glossary →

BLOG · COMPARISONS

VS OTHER TOOLS

LADLE vs ChatGPT (daily use)
LADLE vs ChatGPT (research)
LADLE vs Claude.ai
LADLE vs Claude.ai (writers)
LADLE vs Claude Pro (overlap)
LADLE vs Claude Team (small teams)
LADLE vs Copilot (code)
LADLE vs DeepSeek (money goes)
LADLE vs Gemini (docs)
LADLE vs just-use-the-API
LADLE vs Perplexity (citations)
LADLE or DeepSeek
When to use ChatGPT
Migrating from ChatGPT

BLOG · RECEIPTS

RECEIPTS & IMPACT

Why we publish receipts
Publishing the first receipt
How the meal ledger works
Aggregating micro-donations
The ten-meal minimum
The meals map
Reading a receipt
What eighty cents buys
Why WFP, not alternatives
Honest economics
Annual billing math

BLOG · PHILOSOPHY

STANCE

Why we're a PBC
No seat pricing
No teams yet
Why no free tier
Why Sonnet, not Opus
Why Haiku isn't default
Refunds without questions
Legal work we say no to
Honest about what AI can't do
When Anthropic drops prices
What comes next (and doesn't)
When Max 20x makes sense

BLOG · NOTES

WORKFLOWS & FEATURES

The temporary chat
The artifact-first workflow
Extended thinking, plain English
200K context, what changes
Design mode two-day pass
A note on the Daylight theme
Web search, when to leave on
The Kitchen panel

USES & STORIES

Founders' three habits
Research: four moves
Teachers, honest use cases
Writers who don't want a robot voice
Six months in, honest retro
Building LADLE solo
Support at a team of one
The changelog is the marketing
Changelog roundup 2026-06
Launch announcement
Ten onboarding steps
All posts →

IMPACT

Impact home
Receipts archive
Methodology
Why WFP (not others)
Environmental note
Tax questions
Open metrics
Meals map
Partners
Community
Monthly reports
WFP ShareTheMeal ↗

COMPARE & SWITCH

COMPARE

vs ChatGPT
vs Claude
vs Gemini
vs Perplexity
All comparisons

SWITCH GUIDES

Switch hub
From ChatGPT
From Claude
From Gemini
From Perplexity

TOP PROMPTS

Meeting notes → actions
Code review my PR
Read a 10-K
Rewrite in my voice
The honest cover letter
All prompts →

COMPANY

About
Manifesto
Founder letter
Availability
Contact
Newsletter
Downloads
Sitemap
Brand

ABOUT

PBC charter
Timeline
Team
Investors

CAREERS

Careers
How we hire
How we pay
Values
Why team of one

PRESS

Press kit
Coverage

TRUST & SECURITY

TRUST

Trust overview
Transparency report
Data map

SECURITY

Security overview
Vulnerability disclosure
Incident history
Pentest summary
Data flow
Access controls

STATUS

Status page
Incident log
Uptime history
Scheduled maintenance

LEGAL

Legal hub
Privacy
Privacy choices
Terms
DPA
Subprocessors
Acceptable use
DMCA
Refunds
Accessibility
Cookies

COMPLIANCE

Complaint procedure
Child safety
Records retention

PRODUCT

Overview
Demo
Pricing
Principles
Chat app
My Table
Log in

APPS

All apps
iOS
Mac
Android
Windows
Web

MODELS & API

MODELS

Models overview
Why not Opus
Why not Haiku
Context window
Model updates

API

API status
API waitlist

ROADMAP

Roadmap overview
Committed
Exploring
Shipped
Changelog

DOCS

Docs hub
Keyboard shortcuts
File types & limits
Usage limits
Rate limits (detail)
Projects
Data export
Browser support
Network requirements
Troubleshooting

SOLUTIONS

For Business
Impact reporting
Procurement
Business case
Education
Nonprofits
Creators / affiliates
Referrals
Gift LADLE
All use cases
All workflows

USE CASES · WORK

PROFESSIONAL

Work
Developers
Research
Writing
Founders
Finance
Legal
Sales
Customer support
Product managers
Marketing
Teams

USE CASES · PRO

PROFESSIONAL SERVICES

Physicians
Dentists
Therapists
Physical therapists
Financial advisors
Accountants
Realtors
Consultants
Recruiters
HR professionals
Journalists
Musicians
Translators
Tradespeople
Interior designers
Event planners

USE CASES · LIFE

EDUCATION

Teachers
Students
Professors
Grad students
Language learners

INDEPENDENT

Freelancers
Solopreneurs
Creators
Small nonprofits
Job seekers

EVERYDAY

Parents
Retirees
Hobbyists
Everyday life
Healthcare-adjacent
All use cases →

WORKFLOWS · WORK

WEEKLY & CORE

Weekly competitive digest
Meeting notes → actions
Research → cited brief
Job application pipeline
Content calendar month
Support macros
Financial statement first-pass
Course study system
Launch announcement kit
Inbox-zero triage

TEAM & OPS

Weekly OKR review
Sprint retro summary
Investor update draft
Board memo prep
Q4 planning kickoff
Vendor selection matrix
Post-mortem writeup
Product launch checklist
Customer onboarding sequence
PR crisis one-pager

WORKFLOWS · LIFE

INDIVIDUAL & PERSONAL

Freelance proposal generator
RFP response scaffold
Newsletter monthly cadence
Year-end review + goals
Reading synthesis (multi-article)
Reference letter draft
Multi-city trip planning
Home reno decision matrix
Interview prep for role
Salary negotiation prep
All workflows →

LEARN · FUNDAMENTALS

PROMPTING & HABITS

Prompting fundamentals
How to write a good prompt
What makes a prompt bad
Prompt patterns that save usage
Custom instructions recipes
Custom instructions vs memory
Memory, well-tended
Temporary vs persistent
Sharing with integrity
Keyboard-first workflow

AI CONCEPTS

What a token is
Context window (what it feels like)
What hallucination actually means
Why LLMs still make math errors
What happens when a model learns
Why same prompt, different answers
What is prompt caching
RAG for non-engineers
Why bigger isn't always better

LEARN · POWER

PRODUCT DECISIONS

Why Sonnet, not Opus (deeper)
Fast vs Deep tier
How the router picks a model
Extended thinking, when to enable
Web search, when to enable
Projects vs plain chats
Understanding the meal ledger
Choosing a plan
Annual vs monthly, what changes
Gift guide

POWER USER

Artifacts workflow
Designing with LADLE
Files workflows
Working with files
Getting better code
Projects mastery
Scheduled tasks worth keeping
LADLE for deep work
LADLE for teams
Research with citations
Citations & verification
Writing with AI honestly
Building a second brain
Switching from ChatGPT
All learn guides →

HELP · GETTING STARTED

SETUP & BASICS

Create your account
Your first chat
Redo setup
What is a project
Attaching files
Keyboard shortcuts
Exporting your chats

FEATURES

What is an artifact
Using design mode
Publishing a design
Sharing a chat
Using memory
How memory works
Setting custom instructions
Second opinion
Extended thinking
Temporary chats
Using temporary chats
Using projects
Voice input
Scheduling a task
Switching themes

HELP · BILLING

BILLING & PLANS

When am I charged
How to cancel
What happens when you cancel
Update payment method
Get a refund
Download invoices
Change your email
Annual vs monthly billing
Base vs Max 5x vs Max 20x
Upgrading your plan
Downgrading your plan
Hitting the usage cap
What counts as usage
Gift subscriptions

HELP · MORE

MEALS & IMPACT

How the meals work
When do meals fund
Verify receipts yourself
Why WFP + ShareTheMeal
What if the charity changes
Personal meal ledger
Reading the Kitchen panel
Reading a monthly receipt

PRIVACY & TEAMS

Training data policy
What we store
Deleting your data
GDPR & jurisdiction
Shared chat privacy
Report a security issue
Inviting team members
Seat billing basics
Admin controls
Removing a teammate
Team vs personal plans
SSO & SCIM availability

TROUBLESHOOTING

Streaming broke mid-reply
Upload failed
Can't sign in
Rate limit showing
All help docs →

GLOSSARY · CORE AI

CORE CONCEPTS

Token
Context window
LLM
Frontier model
Hallucination
Mixture of experts
Temperature
Streaming
Embedding
Attention
Chain of thought
Multimodal
Inference
Latency
Benchmark

PROMPTING & SAFETY

Prompt engineering
System prompt
Prompt injection
Jailbreak
Guardrails
Alignment
Zero-shot vs few-shot
Tokenizer
Fine-tuning

GLOSSARY · INFRA

INFRA & TECH

RAG
Vector database
Sparse attention
Quantization
Open weights
Prompt caching
Batch API
RLHF
Model routing
Inference cost
Input vs output tokens

PRODUCT & BUSINESS

API
Usage tier
Rate limit
Seat
MAU
ARR
Churn
Agent
Answer engine
GEO
SSO
SCIM
DPA
PII

MISSION & GIVING

PBC (public benefit corp)
Effective altruism
Aid effectiveness
Cash transfer
Restricted vs unrestricted
Overhead ratio
All glossary →

BLOG · COMPARISONS

VS OTHER TOOLS

LADLE vs ChatGPT (daily use)
LADLE vs ChatGPT (research)
LADLE vs Claude.ai
LADLE vs Claude.ai (writers)
LADLE vs Claude Pro (overlap)
LADLE vs Claude Team (small teams)
LADLE vs Copilot (code)
LADLE vs DeepSeek (money goes)
LADLE vs Gemini (docs)
LADLE vs just-use-the-API
LADLE vs Perplexity (citations)
LADLE or DeepSeek
When to use ChatGPT
Migrating from ChatGPT

BLOG · RECEIPTS

RECEIPTS & IMPACT

Why we publish receipts
Publishing the first receipt
How the meal ledger works
Aggregating micro-donations
The ten-meal minimum
The meals map
Reading a receipt
What eighty cents buys
Why WFP, not alternatives
Honest economics
Annual billing math

BLOG · PHILOSOPHY

STANCE

Why we're a PBC
No seat pricing
No teams yet
Why no free tier
Why Sonnet, not Opus
Why Haiku isn't default
Refunds without questions
Legal work we say no to
Honest about what AI can't do
When Anthropic drops prices
What comes next (and doesn't)
When Max 20x makes sense

BLOG · NOTES

WORKFLOWS & FEATURES

The temporary chat
The artifact-first workflow
Extended thinking, plain English
200K context, what changes
Design mode two-day pass
A note on the Daylight theme
Web search, when to leave on
The Kitchen panel

USES & STORIES

Founders' three habits
Research: four moves
Teachers, honest use cases
Writers who don't want a robot voice
Six months in, honest retro
Building LADLE solo
Support at a team of one
The changelog is the marketing
Changelog roundup 2026-06
Launch announcement
Ten onboarding steps
All posts →

IMPACT

Impact home
Receipts archive
Methodology
Why WFP (not others)
Environmental note
Tax questions
Open metrics
Meals map
Partners
Community
Monthly reports
WFP ShareTheMeal ↗

COMPARE & SWITCH

COMPARE

vs ChatGPT
vs Claude
vs Gemini
vs Perplexity
All comparisons

SWITCH GUIDES

Switch hub
From ChatGPT
From Claude
From Gemini
From Perplexity

TOP PROMPTS

Meeting notes → actions
Code review my PR
Read a 10-K
Rewrite in my voice
The honest cover letter
All prompts →

COMPANY

About
Manifesto
Founder letter
Availability
Contact
Newsletter
Downloads
Sitemap
Brand

ABOUT

PBC charter
Timeline
Team
Investors

CAREERS

Careers
How we hire
How we pay
Values
Why team of one

PRESS

Press kit
Coverage

TRUST & SECURITY

TRUST

Trust overview
Transparency report
Data map

SECURITY

Security overview
Vulnerability disclosure
Incident history
Pentest summary
Data flow
Access controls

STATUS

Status page
Incident log
Uptime history
Scheduled maintenance

LEGAL

Legal hub
Privacy
Privacy choices
Terms
DPA
Subprocessors
Acceptable use
DMCA
Refunds
Accessibility
Cookies

COMPLIANCE

Complaint procedure
Child safety
Records retention

THE TABLE TONIGHT

AND COUNTING

●2026-07-31 · 120,515 meals$96,412.00 · ref 4471-A

SEE THE ARCHIVE →

MODELCLAUDE SONNET · READY

CTX WINDOW200K TOKENS

STREAM41 TOK/S AVG

UPTIME99.98% · 30D

ROUTES414 STATIC

OPEN STATUS →THE PIPELINE

$20 · $8 → 10 MEALSSEE THE METHODOLOGY →

EVERY TABLE SET

12,847TABLES SET · LIFETIME

SEE THE COMMUNITY →

ladle.

Monthly receipt + changelog. Nothing else.

LIFETIME MEALS FUNDED1,284,336EN · CAD/USD

UTILITY

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