Comparison

Duckbill vs Theo

Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.

Head to head
About

Duckbill

This app offers human-led, AI-enhanced personal assistance for everyday tasks and life administration. It handles everything from prescription refills and appointment booking to travel arrangements and bill management, freeing up your time.

Highlights
  • Human-led AI-enhanced assistance
  • Task execution for daily chores
  • Life administration management
  • Prescription refill coordination
  • Birthday card and gift sending
  • Passport renewal services
  • Travel booking and coordination
  • Grocery delivery setup
Features
Read full description

Duckbill is an executive assistant for your personal life, led by expert humans and enhanced with AI superpowers. We provide life support by taking over the execution of dreaded everyday tasks and endless life admin. Just tell us what you need, like: - I’m having trouble finding my Rx in stock anywhere, can you call around to pharmacies and have it delivered monthly? - Can you put my friends and family's birthdays on my calendar, and send each one a handwritten card from me every year? - Renew my passport, please. - Can you review my calendar and book me a trip to/from the airport for each flight? - Send me new recipes each week and set up an ongoing grocery delivery so I have what I need for each one. - Can you call my health insurance and sort out this medical bill? I don’t have time to wait on hold. Then, our team of copilots will get to work! We’ll ask the right questions to get it done. We promise: we’re always aiming to take the burden off of you. With just a bit of info from you, we’ll start to anticipate your to-do’s and stay one step ahead. The more we get to know you, the better Duckbill gets. It feels good to let go, doesn’t it?

About

Theo

This app helps you stop overthinking by guiding you through a structured analysis of your worries and decisions. It uses evidence-based reasoning to show you the actual probabilities of your concerns, replacing feelings with clarity.

Highlights
  • Structured journaling for worries
  • Evidence-based probability analysis
  • Interactive what-if sliders
  • Sensitivity analysis of evidence
  • Private thinking journal
  • Bayesian reasoning framework
Read full description

"76% chance they text you by 10 AM" - Theo "90% chance he is ghosting you" - Theo "82% chance your neighbor makes $100,000 to $115,000 per year" - Theo Stop spiraling. Start thinking clearly. Just write what's on your mind. Theo asks smart follow-up questions, gathers real evidence, and walks you through a structured analysis so you can see the actual probability of what you're worried about. Most people discover their worst-case scenario is far less likely than they feel. Think of Theo as a brilliant, patient thinking partner — available 24/7 in your pocket. HOW THEO WORKS 1. Journal your worry, decision, or question 2. Theo identifies what you're really asking 3. Answer a few clarifying questions so Theo better understands your situation 4. Theo gathers real-world evidence and weighs it for and against 5. See clear probabilities, not just feelings — then explore the reasoning behind every number WHY THEO WORKS • Evidence over emotion. Theo won't tell you to "think positive." It shows you data — real evidence for and against your worry — so clarity replaces anxiety. • Built on Bayesian reasoning. The same framework used by doctors, scientists, and intelligence analysts to make high-stakes decisions under uncertainty. Theo makes it effortless. • Explore your own thinking. Adjust the evidence yourself with interactive what-if sliders. See how your conclusions shift when your assumptions change. Build critical thinking skills over time. • Sensitivity analysis built in. Theo shows you which pieces of evidence actually matter most — so you know exactly where to focus your attention. • Your private thinking journal. Every session is saved. Revisit past analyses, track how your thinking evolves, and watch your relationship with uncertainty transform. WHO THEO IS FOR • Overthinkers who spiral on "what if" scenarios • Anyone facing a tough decision — career, relationships, health, money • Anybody with curious questions (e.g. "I wonder how much money my neighbor makes?") • People with anxiety who want a concrete, evidence-based alternative to rumination • Students and professionals who want to sharpen their critical thinking • Anyone who's ever lost sleep over something that turned out fine WHAT PEOPLE ARE SAYING "I wrote down something I'd been anxious about for weeks. Theo showed me the actual probability was 4%. I slept through the night for the first time in a month." "It's like having a therapist, a data scientist, and a best friend in one app." "I use Theo before every big decision now. It doesn't tell me what to do — it helps me see clearly so I can decide for myself." Theo Plus unlocks unlimited analyses, full reasoning breakdowns, and interactive what-if exploration so you can think clearly about everything that matters. Privacy Policy: https://thinktheo.app/privacy Terms of Service: https://thinktheo.app/terms

Screenshots

Duckbill4 screens
Theo4 screens

Verdict

The call

Duckbill and Theo both sit at 4.3 stars, but that hides the real split: 74% of Duckbill's written reviews are positive against 0% of Theo's. Duckbill also leads on in-app purchases (none vs 9) and ads (none vs shown). On price, rating and iOS requirement there is nothing between them.

Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS

CostPrice · In-app purchases · Ads · Monetization

Both are free to download. Theo sells 9 in-app purchases, starting at $4.99 per 7 days. Duckbill asks for nothing beyond the download.

ReceptionRating · Positive reviews · Number of ratings

On the App Store both sit at effectively the same score — 4.3 for Duckbill against 4.2 for Theo. Both are backed by a comparable volume of ratings — 70 and 16 respectively. Written reviews are what separate them: 74% of Duckbill's written reviews are positive against 0% of Theo's.

UpkeepUpdate frequency

Duckbill ships an update weekly, Theo every 2 weeks. The most recent releases landed on October 24, 2026 and October 20, 2026 respectively.

Scorecard7 real differences · 3 level
Duckbill versus Theo: the parameters behind the verdict, then further details
ParameterDuckbillTheo
PriceFreeFree
Rating4.3 (70 ratings) — better4.2 (16 ratings)
Positive reviews74.4% of reviews — better0.0% of reviews
Number of ratings70 — better16
Update frequencyWeekly — betterEvery 2 weeks
AdsNo — betterYes
In-app purchasesNo — betterYes
MonetizationAd-supported — betterFree with in-app purchases
DevicesiPhone, iPad, iPod — betteriPhone
Requires iOS15.1 — better16.6
Further details — not scored
Size116 MB42 MB
Age rating4+9+
DeveloperDuckbill Technologies, Inc.Kilby Labs Inc.

Customer experience

Duckbill

All ratings69 ratings
Positive76.8%
Neutral5.8%
Negative17.4%
Written reviews39 reviews
Positive74.4%
Neutral7.7%
Negative17.9%

Theo

All ratings1 ratings
Positive0.0%
Neutral0.0%
Negative100.0%
Written reviews1 reviews
Positive0.0%
Neutral0.0%
Negative100.0%

Bugs and requests

Duckbill

Reported bugs

5 issues
  • No way to resolve billing issues on mobile
  • Service went down due to billing issue with no quick fix
  • Login screen freezes (inferred from billing issue)
  • Incompatible with older devices (inferred from general app issues)
  • Home screen features gone

Requested features

8 requests
  • Ensure tasks are completed within scope
  • Humans can't get paid until task is marked complete by user with 5 stars
  • Flat, predictable pricing plan instead of credits
  • Bring back unique and useful app features
  • Automate more features with agents
Show 3 more
  • Build multi-action agents (shopping, calendar management, bookings)
  • Lower prices
  • Improve app cleanups (e.g., password prompts)

Theo

Not enough reviews yet to summarise bugs or requests.

In-app purchases

None

Duckbill

No in-app purchases

9 purchases

Theo

Subscriptions9
  • Theo Plus - Weekly Subscription3 Days trial$4.997 Days
  • Theo Plus - Monthly Subscription$9.991 Month
  • Theo Plus - 3 Month Subscription$12.993 Months
Show 6 more
  • Theo Plus - Semiannual Subscription3 Days trial$39.996 Months
  • Theo Plus - Annual Subscription$39.991 Year
  • Theo Plus - Semiannual Subscription$39.996 Months
  • Theo Plus - Semiannual Subscription3 Days trial$59.996 Months
  • Theo Plus - Annual Subscription$69.991 Year
  • Theo Plus - Annual Subscription$99.991 Year

Questions

Is Duckbill free?
Duckbill is free to download, with no in-app purchases.
Is Theo free?
Theo is free to download, with in-app purchases available.
Which has better reviews, Duckbill or Theo?
Duckbill is rated higher. Duckbill averages 4.3 out of 5 from 70 ratings, while Theo averages 4.2 from 16 ratings.
Do Duckbill or Theo have ads?
Theo shows ads; Duckbill does not.
Which is updated more often, Duckbill or Theo?
Duckbill ships an update weekly, and Theo every 2 weeks. Most recently, Duckbill was updated on October 24, 2026 and Theo on October 20, 2026.

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