Duckbill vs Theo
Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.
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.
- 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
Read full descriptionHide 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?
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.
- Structured journaling for worries
- Evidence-based probability analysis
- Interactive what-if sliders
- Sensitivity analysis of evidence
- Private thinking journal
- Bayesian reasoning framework
Read full descriptionHide 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
Verdict
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
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.
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.
Duckbill ships an update weekly, Theo every 2 weeks. The most recent releases landed on October 24, 2026 and October 20, 2026 respectively.
| Parameter | Duckbill | Theo |
|---|---|---|
| Price | Free | Free |
| Rating | 4.3 (70 ratings) — better | 4.2 (16 ratings) |
| Positive reviews | 74.4% of reviews — better | 0.0% of reviews |
| Number of ratings | 70 — better | 16 |
| Update frequency | Weekly — better | Every 2 weeks |
| Ads | No — better | Yes |
| In-app purchases | No — better | Yes |
| Monetization | Ad-supported — better | Free with in-app purchases |
| Devices | iPhone, iPad, iPod — better | iPhone |
| Requires iOS | 15.1 — better | 16.6 |
| Further details — not scored | ||
| Size | 116 MB | 42 MB |
| Age rating | 4+ | 9+ |
| Developer | Duckbill Technologies, Inc. | Kilby Labs Inc. |
Customer experience
Duckbill
Theo
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 moreShow fewer
- 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
Duckbill
No in-app purchases
Theo
- 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 moreShow fewer
- 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









