--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Dice Ex Machina" developer_entity: "Toby Coulstock" bundle_id: "au.id.coulstock.toby.diceexmachina" app_store_id: "410002278" google_play_id: "fr.sevenpixels.dice" category: "Utilities" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-10-18" report_date: "2026-07-30" last_verified: "2026-07-30T00:00:00.000Z" report_version: "2.5.6" total_reviews: 9619 overall_rating: 4.4 sentiment: "Excited" sentiment_score: 75 confidence: "high" confidence_score: 0.8 top_praise_theme: "Folder management and custom dice sets allow users to organize complex combat encounters efficiently" top_complaint_theme: "Lack of built-in tutorials or onboarding makes the initial dice rolling process confusing for new users" review_sample_size: 100 total_review_count: 100 analyzed_review_count: 100 data_age_days: 17 momentum_velocity: "zombie" intelligence_version: 5 competitor_count: 1 tags: ["utilities", "free", "excited sentiment", "mobile app", "app review", "app analysis", "tabletop", "role-playing", "players"] canonical_url: "https://marlvel.ai/apps/dice-ex-machina" license: "CC-BY-NC 4.0" content_version: "v2" --- # Dice Ex Machina Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Free - **Signal**: Rating 4.39 · Sentiment Excited - **Recent focus**: Lack of built-in tutorials or onboarding makes the initial dice rolling process confusing for new users (top complaint) · Folder management and custom dice sets allow users to organize complex combat encounters efficiently (top praise) > **TL;DR:** Dice Ex Machina is a utilities app by Toby Coulstock, rated 4.39/5 by 9.6K users, with Excited user sentiment (75/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Dice Ex Machina maintains Excited user sentiment (4.39/5 from 9.6K reviews), with users consistently praising folder management and custom dice sets allow users to organize complex combat encounters efficiently. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.39/5 (9.6K reviews) | | **User Mood** | Excited | | **Category** | Utilities | | **Developer** | Toby Coulstock | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | High (0.8/1.0) | | **Data Age** | 17d | ## Metadata & Market Performance - **Publisher:** Toby Coulstock - **Category:** Utilities - **Target Audience:** Tabletop role-playing game players and game masters who require rapid, high-volume dice rolling for combat scenarios. - **Platforms:** iOS & Android - **Version Reviewed:** 6.5 - **Report Date:** 2026-07-30 - **Signal Count:** 100 reviews analyzed - **Confidence:** High (0.8/1.0) - **App Store ID (iOS):** 410002278 - **Bundle ID:** au.id.coulstock.toby.diceexmachina - **Google Play ID:** fr.sevenpixels.dice - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-07-30 ## Executive Snapshot **What it is:** Dice Ex Machina is a utility app for tabletop role-playing game masters and players that enables rapid, folder-based dice rolling on iOS and Android. **Why users hire it:** The app removes the time cost of manual dice calculation during complex combat encounters, allowing game masters to resolve large-scale attacks in a single tap. ## App DNA (Features & Intent) - **[Differentiator] Dice Sets:** Stores combat configurations, modifiers, and statistics in organized folders. - **[Differentiator] One-tap Folder Rolling:** Executes all dice rolls within a folder simultaneously, reducing friction during complex combat rounds. - **[Standard] Dice Calculator:** Calculates complex, custom dice rolls beyond standard sets. * *User Intent:* Users value self-expression and personalized experiences. ## Market Position {#market-position} Dice Ex Machina occupies a niche utility space with 9,619 total ratings across platforms. The lack of updates for nine months signals a maintenance-mode posture that leaves the app vulnerable to more active competitors. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app operates on a free model with no visible subscription or premium tier gates, focusing on utility-driven user acquisition. ## 🟢 User Sentiment (High Confidence: 100 of 100 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.39/5 - **Platform Split:** iOS 4.4/5 (477 ratings) | Android 4.4/5 (9.1K ratings) - **Overall Sentiment:** Excited ### Top Praises - **Folder management and custom dice sets allow users to organize complex combat encounters efficiently** - **Ad-free experience and generous free tier provide high utility without aggressive monetization pressure** - **Clean and intuitive interface design makes the app accessible for daily tabletop gaming needs** ### Top Complaints (Impact Areas) - **Lack of built-in tutorials or onboarding makes the initial dice rolling process confusing for new users** ## SWOT Analysis {#swot} **Core Strengths:** - Folder-based combat configurations create high switching costs - One-tap folder rolling reduces combat friction **Growth Levers:** - Adding advanced mathematical operators for custom formulas - Supporting niche dice types like d5 and d7 ## Recent Changes (v4 → v5) {#recent-changes} Development activity has ceased for nine months, shifting the app into a maintenance-only posture that leaves it vulnerable to competitors offering advanced formula support. This stagnation is compounded by new user complaints regarding the difficulty of managing existing dice sets. **Overall trend**: Declining **Compared at**: 2026-07-30 ### High-impact changes - **[Shifted] Maintenance-only posture** (positioning) ### Medium-impact changes - **[Shifted] Dice Calculator repositioning** (features) - **[Added] New complaint: Dice set management** (sentiment) - **[Added] Advanced formula requests** (swot) ## What's New - **Latest (v2.5.6, 9 months ago):** Introduced hunter dice to the game and resolved stability issues. ## App Momentum (Zombie) {#momentum} - Ships no major updates since 2025 - Maintains stable user base > **Cadence:** 2 total versions · 2 majors in last 6 months · 284 days since last update · 1498 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Dice Ex Machina is a market-leading utilities app that is completely free. With a 4.39/5 rating from 9.6K reviews, it delivers strong user satisfaction. > **Bottom Line:** The folder-based organization provides a strong retention hook, but the nine-month development silence leaves the app vulnerable to churn. Investing in basic onboarding would address the primary barrier to entry for new users. **Best for:** Tabletop role-playing game players and game masters who require rapid, high-volume dice rolling for combat scenarios. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship a basic onboarding overlay because new-user confusion is a top complaint → reduce early-stage churn ### Feature Gaps vs Competitors - Advanced mathematical operations (multiplication/division) ### Outlook: Stable The tabletop utility market is shifting toward more flexible, system-agnostic tools that support complex modifiers. Dice Ex Machina's current maintenance-only cadence leaves it exposed to rivals that offer better onboarding and advanced formula support, which will likely lead to a gradual decline in new-user conversion. - 🔴 The nine-month development silence indicates a maintenance-only posture, which prevents the app from addressing power-user requests for advanced mathematical support. - 🔴 Persistent user complaints regarding RNG bias erode trust, and the lack of a public response or update risks long-term retention. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.39/5 | | Total Reviews | 9.6K | | Sentiment | Excited (75/100) | | Confidence | High | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Dice Ex Machina** (this app) | 4.39/5 | Excited | Toby Coulstock | | [OBD SOUND](https://marlvel.ai/apps/obd-sound) | 2.5/5 | N/A | artur tagirov | | [Free VPN by Free VPN .org™](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) | 4.5/5 | Mixed | Free VPN LLC | | [Potatso](https://marlvel.ai/apps/potatso) | 4.4/5 | n/a | Potatso Lab LTD | | [Quantumult X](https://marlvel.ai/apps/quantumult-x) | 3.8/5 | N/A | Cross Utility Ltd | | [V2Box - V2ray Client](https://marlvel.ai/apps/v2box-v2ray-client) | 4.5/5 | n/a | techlaim | ## Company Profile - **Developer:** Toby Coulstock - **Website:** [https://www.between-worlds.com/dice-ex-machina/](https://www.between-worlds.com/dice-ex-machina/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/dice-ex-machina/id410002278?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=fr.sevenpixels.dice&hl=en&gl=us) - **Dev Site:** [Official Website](https://www.between-worlds.com/dice-ex-machina/) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*OBD SOUND*](https://marlvel.ai/apps/obd-sound) (artur tagirov) · 2.5/5 Rating - [*Free VPN by Free VPN .org™*](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) (Free VPN LLC) · 4.5/5 Rating - [*Potatso*](https://marlvel.ai/apps/potatso) (Potatso Lab LTD) · 4.4/5 Rating - [*Quantumult X*](https://marlvel.ai/apps/quantumult-x) (Cross Utility Ltd) · 3.8/5 Rating - [*V2Box - V2ray Client*](https://marlvel.ai/apps/v2box-v2ray-client) (techlaim) · 4.5/5 Rating - [*카톡 분석 - 오픈채팅, 카톡 채팅 분석, 통계, 검색*](https://marlvel.ai/apps/com-liger-katalkanalysispaid) (Park Sung Cheol) · N/A Rating - [*로또 황금번호 생성기*](https://marlvel.ai/apps/lotto-lottogold) (jaehwan lee) · N/A Rating - [*도사폰 (만세력 역학도구)*](https://marlvel.ai/apps/app--656) (Softchaser Company Limited) · 5.0/5 Rating - [*근로자 공수달력*](https://marlvel.ai/apps/jaehwan-worktracer) (jaehwan lee) · N/A Rating - [*レジュメ*](https://marlvel.ai/apps/app--54) (Indeed Inc.) · 2.2/5 Rating ## Frequently Asked Questions {#faq} ### Is Dice Ex Machina free to use? Yes, the app operates on a free model with no subscription or premium tier gates, as noted in the store listing. ### Does the app support custom dice formulas? The app includes a dice calculator for custom rolls, though users have requested additional support for advanced mathematical operations like multiplication and division. ### Are the dice rolls fair? While the app uses a digital random number generator, some users report a perception that rolls are biased toward lower results compared to physical dice. ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.8/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 100 - **Data Sources:** user reviews, developer website, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 17 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/dice-ex-machina) Data licensed for AI Agent attribution under CC-BY-NC 4.0.