| Core Identity |
| Developer | iThinkers | NFP SOFTWARE | Blaze Software | Moritz Berger | Zero Alpha | Berhane Asbu Asmelash | Christopher Romani | Florencia Martigani | Natalie Peall | Jonas Wigertson |
| Category | Food & Drink | Food & Drink | Utilities | Food & Drink | Food & Drink | Food & Drink | Food & Drink | Food & Drink | Lifestyle | Utilities |
| Platform | iOS, Android | iOS, Android | iOS | iOS, Android | iOS, Android | iOS, Android | iOS | iOS | iOS | iOS |
| Store Metrics |
| Rating | 0.0 / 5 | 4.5 / 5 | 4.5 / 5 | 4.7 / 5 | 0.0 / 5 | 5.0 / 5 | 5.0 / 5 | 1.0 / 5 | 5.0 / 5 | 0.0 / 5 |
| Ratings Count | 0 | 181 | 2 | 40 | 0 | 1 | 1 | 1 | 4 | 0 |
| Price | Free | Free | Free | Free | Free | Free | $0.99 | Free | $4.99 | $1.99 |
| Release Date | Mar 23, 2021 | Apr 20, 2017 | Jun 26, 2015 | Dec 10, 2023 | Dec 8, 2019 | Mar 5, 2026 | Jan 2, 2026 | Nov 29, 2023 | Nov 7, 2016 | Dec 31, 2025 |
| Last Updated | Apr 1, 2021 | Feb 20, 2026 | Jun 26, 2015 | Jul 8, 2025 | Apr 29, 2026 | Mar 6, 2026 | Jan 2, 2026 | Nov 29, 2023 | Jan 25, 2026 | Mar 31, 2026 |
| Sentiment & Reviews |
| Sentiment | - | mixed | - | mixed | - | - | - | - | - | - |
| Score | - | 35/100 | - | 50/100 | - | - | - | - | - | - |
| Praises | - | - Precise dough calculator functionality provides essential support for home pizza makers
| - | - The core pizza dough calculation logic provides significant utility for home cooking enthusiasts
| - | - | - | - | - | - |
| Complaints | - | - Aggressive network connectivity requirements block app access for users with ad blockers or VPNs
| - | - Aggressive advertising displays interrupt the user experience and create friction for potential power users
- Preset configuration options for specific dough types like focaccia lack necessary accuracy for users
| - | - | - | - | - | - |
| Requests | - | - Paid ad-free version requested to remove monetization friction and privacy concerns
| - | - Persistent storage for input parameters and calculation results is required to track recipe history
| - | - | - | - | - | - |
| Strategic Intel |
| Strengths | - Specialized timing logic reduces high-stakes cooking anxiety
- Smoker-specific heat curves provide technical differentiation
| - High-utility calculator drives daily habit formation
- Recipe database creates user-specific switching costs
- Sourdough-specific tools build authority with advanced bakers
| - Brand-aligned utility drives trust for Hillbilby Cultured Foods
- Precise salt-ratio calculation solves specific DIY fermentation pain points
| - Specialized style presets function as a category authority mechanism for home bakers
- High-utility calculation logic drives daily session frequency
| - Minimalist interface reduces cognitive load for casual users
- Creation Diary enables long-term process tracking
| - Digital loyalty system incentivizes repeat in-shop visits
- Direct customer relationship fosters brand intimacy
| - | - | - | - One-time purchase model eliminates subscription fatigue
- Haptic-feedback timer creates a tactile, premium feel
- Dynamic ratio scaling removes manual calculation errors
|
| Weaknesses | - Zero monetization model limits development capacity
- Absence of user-generated content reduces repeat usage
| - 0.23★ rating gap between iOS and Android
- Aggressive network-gating blocks VPN users
- No paid ad-free tier available
| - Zero persistent logging functionality limits repeat usage
- Low review volume (2 total) indicates poor organic discovery
- No cloud-sync for user recipes
| - Aggressive ad-monetization creates churn risk for power users
- Lack of persistent recipe history forces manual user workarounds
| - Zero rating count across platforms
- Lack of advanced fermentation logic
| - Manual in-shop credit settlement creates user friction
- Lack of mobile ordering or payment integration
| - | - | - | - No cloud-save functionality restricts multi-device usage
- Lack of user reviews hinders social proof
- $1.99 price point creates friction against free alternatives
|
| Pricing | free | free | free | free | freemium | free | paid | free | paid | paid |
| Momentum | Zombie | Maintenance | Zombie | Maintenance | Maintenance | Maintenance | - | - | Steady | Maintenance |
| Update Cadence | 2 versions, ~1830d avg | 2 versions, ~179d avg | 1 versions | 2 versions, ~113d avg | 2 versions, 1 majors/6mo, ~249d avg | 2 versions, ~5d avg | - | - | 5 versions | 1 versions, 1 majors/6mo |
