Comparison · Wix · verified 2026-09-18

TODO for AI
vs Base44

Wix-owned prompt-to-app builder with backend, auth and hosting included, metered in messages and integration credits. Here is where each one wins, with numbers, and who should pick which.

InterfaceWeb builderWeb, desktop, CLI, voice
ModelsVendor-selected, choice on paid plansEvery provider
SourceClosedEdge + CLI public
Starts at$16/moFree
Facts verified 2026-09-18. Pricing is public list price.
Every vendor
models, vs vendor-selected, choice on paid plans
Your machines
PC, cloud VM, real Chrome
Any CLI
is an integration, not just MCP
Free
from, vs $16/mo
Architecture at a glance
Base44
Models
?Vendor-selected, choice on paid plans
Runs in
Web builder
Where it lives
Hosted app only
Produces
Web app
Backend
Code
SEO
Email
TODO for AI
Models
AnthropicOpenAIGooglexAIDeepSeekEvery provider
CROSS-VENDOR REVIEW
Runs in
Your PC
Cloud VM
Real Chrome
Voice
Where it lives
Always-on cloud VM · vault · your logins
Produces
Code
SEO
Email
Ads
Social
CRM
Struck-through outputs are outside Base44's scope. TODO for AI runs the same models plus the rest, from a machine that stays on.
The short version

Who should pick which

Choose Base44 if
  • You want the cheapest way to get a hosted app with auth and a database
  • The builder will never touch code or a terminal
  • You are already inside the Wix ecosystem
Choose TODO for AI if
  • You have a codebase and need an agent that works in it
  • You want one agent for code, marketing, email and ops
  • You want GPT, Claude and Gemini side by side, paid in dollars of model cost
  • You need the agent on your PC and in your real Chrome
Context

What Base44 is, and where it stops

Base44 is the all-inclusive version of the prompt-to-app idea, now owned by Wix. Describe the app, and the front end, backend, authentication and database arrive together, hosted, with nothing to connect. It is the cheapest paid entry in the category and the free plan is enough to see whether the idea works. Paid plans add model selection, custom domains and GitHub sync.

Like every builder in this category, the app is the world. Base44 edits projects it generated, in Wix's cloud, and has no reach into an existing repository, your browser or your business tools. It also meters twice: message credits for building and integration credits for what the running app does, so the bill continues after the prompting stops.

Small businesses and non-technical builders who want an internal tool or simple app live quickly and cheaply.
Why people switch

Three reasons Base44 users look elsewhere

01
Its apps only

There is no path for a codebase that did not begin in Base44. When the app needs real engineering, the work leaves the builder.

02
Two meters

Message credits for editing, integration credits for the app's backend calls. A prototype that gets users starts spending on its own.

03
An app is not a company

Nothing here writes the launch email, fixes the SEO or replies to the lead. It builds software; the rest of the work is out of scope.

Scores

Six dimensions that decide it

Six dimensions, 0 to 5
Base44 11/30TODO for AI 28/30
Model freedom2 · 5 /5
Which vendors and models you can run
Long-running work2 · 5 /5
Persistent machine, scheduling, parallel tasks
Beyond code1 · 5 /5
Marketing, ops, browser, email, not only repos
Openness2 · 4 /5
Source available, self-host, extend
Team & permissions2 · 4 /5
Roles, pooled usage, tool approvals
Cost predictability2 · 5 /5
Flat plan vs metered tokens
Feature by feature

What each one ships

FeatureBase44TODO for AI
Persistent cloud VM
An always-on machine. Files, logins and sessions survive between runs.
Hosted app only
Model choice
Select on paid
Any provider
Cross-vendor review
Review GPT output with Claude, or the other way around.
Drives your real browser
Chrome extension plus cloud browsers.
Business tasks, not only code
SEO, email, ads, social, CRM via CLI tools.
Any CLI as an integration
Any binary
Voice control
Team roles, pooled usage
Shared editing
Roles + pooled
Tool permissions
Basic
Allow, approve, block
Open runtime
GitHub sync
Edge + CLI public
Pricing

Same ladder, different meter

TierBase44TODO for AI
EntryFree (25 messages), or Starter $16 (100)Free (Sonnet only), or Starter $20
MidBuilder $40 (250), Pro $80 (500)Pro $100
TopElite $160 (1,200)Ultra $200
TeamMulti-user editing on every plan, no seat pricing$30 standard / $120 premium per seat, min 2 seats incl. 1 premium, +$50 bonus pool
Base44 · what it meters

Two meters: message credits for each prompt that edits the app, and integration credits for backend calls the app makes. Paid plans unlock model selection, custom domains, in-app code edits and GitHub sync.

TODO for AI · what it meters

One pool priced in dollars of model cost, spendable on any vendor. Session and weekly windows pace it, and a 1.3-1.5x plan multiplier applies, so a $20 plan is about $15 of list-price API. Team seat prices go into one shared pool.

USD per month, monthly billing, public list prices as of 2026-09-18.
Verdict

Bottom line

Our take
Base44 is the right pick for a cheap, fully hosted app built by someone who will never open a terminal. TODO for AI is the right pick once there is code to maintain, when the agent should also run growth and ops, and when you want your own machine, your own browser and your choice of model.
FAQ

Common questions

Is TODO for AI a Base44 alternative?
Not for building a hosted app from nothing; Base44 is quicker and cheaper for that. For working in an existing repo, unattended long tasks, and business work alongside the code, yes.
Who owns Base44?
Wix acquired Base44 in 2025. It is hosted on Wix infrastructure.
Can I export a Base44 app?
Paid plans sync to GitHub. From there TODO for AI can work in the repo on your PC or its cloud VM.
How does Base44 pricing compare?
Base44 sells message credits, from $16 for 100 to $160 for 1,200, plus integration credits the running app consumes. TODO for AI meters one pool in dollars of model cost, with every vendor's models included.