--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Reaction Time Test - How fast?" developer_entity: "HUNG-PIN YU" bundle_id: "com.DolphinBro.ReactionTime" app_store_id: "6466617945" google_play_id: "com.efifi.reaction_speed_meter.reaction_speed_meter" category: "Games" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-08-02" report_date: "2026-06-03" last_verified: "2026-06-03T22:50:22.919Z" report_version: "1.2" total_reviews: 96 overall_rating: 4.6 sentiment: "Excited" sentiment_score: 85 confidence: "low" confidence_score: 0.35 top_praise_theme: "Minimalist interface design allows users to focus entirely on measuring reaction speed without distractions" top_complaint_theme: "Light mode visibility issues make the black screen interface difficult to read for some users" top_request_theme: "Visual data tracking via line charts would help users monitor their reaction time progress" review_sample_size: 12 total_review_count: 12 analyzed_review_count: 12 data_age_days: 28 momentum_velocity: "zombie" intelligence_version: 4 competitor_count: 2 tags: ["games", "free", "excited sentiment", "mobile app", "app review", "app analysis", "gamers,", "athletes,", "individuals"] canonical_url: "https://marlvel.ai/intel-report/games/reaction-time-test-how-fast" license: "CC-BY-NC 4.0" content_version: "v2" --- # Reaction Time Test - How fast? App Audit ## TL;DR {#tldr} - **Category**: Games · Free - **Signal**: Rating 4.6 · Sentiment Excited - **Recent focus**: Light mode visibility issues make the black screen interface difficult to read for some users (top complaint) · Minimalist interface design allows users to focus entirely on measuring reaction speed without distractions (top praise) · Visual data tracking via line charts would help users monitor their reaction time progress (top request) > **TL;DR:** Reaction Time Test - How fast? is a games app by HUNG-PIN YU, rated 4.6/5 by 96 users, with Excited user sentiment (85/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Reaction Time Test - How fast? maintains Excited user sentiment (4.6/5 from 96 reviews), with users consistently praising minimalist interface design allows users to focus entirely on measuring reaction speed without distractions. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.6/5 (96 reviews) | | **User Mood** | Excited | | **Category** | Games | | **Developer** | HUNG-PIN YU | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Low (0.35/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** HUNG-PIN YU - **Category:** Games - **Target Audience:** Gamers, athletes, and individuals interested in quantifying cognitive reflexes and tracking performance improvements. - **Platforms:** iOS & Android - **Version Audited:** 1.2 - **Audit Date:** 2026-06-03 - **Signal Count:** 12 reviews analyzed - **Confidence:** Low (0.35/1.0) - **App Store ID (iOS):** 6466617945 - **Bundle ID:** com.DolphinBro.ReactionTime - **Google Play ID:** com.efifi.reaction_speed_meter.reaction_speed_meter - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-06-03 ## Executive Snapshot **What it is:** Reaction Time Test is a utility app for measuring and tracking cognitive reflex speed on iOS and Android. **Why users hire it:** Users hire this app to quantify their reaction performance for athletic or gaming training, using the minimalist interface to avoid the distraction of ad-heavy alternatives. ## App DNA (Features & Intent) - **[Standard] Reaction Measurement:** Calculates response time in milliseconds between a visual color shift and user tap - **[Differentiator] Performance Statistics:** Tracks average reaction speed and standard deviation over custom date ranges * *User Intent:* Users value self-expression and personalized experiences. - **[Differentiator] CSV Data Export:** Allows users to download their full reaction history for external analysis ## Market Position {#market-position} Reaction Time Test maintains a 4.6-star average across 96 ratings, positioning itself as a high-utility, low-friction alternative to ad-heavy reflex games. ## Monetization Strategy - **Model:** Free - **Tiers:** Free with ad support - **Analysis:** Ad-supported model with no IAP or subscription gates, monetizing via display inventory. ## 🟢 User Sentiment (Low Confidence: 12 of 12 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.6/5 - **Platform Split:** iOS 4.5/5 (57 ratings) | Android 4.8/5 (39 ratings) - **Overall Sentiment:** Excited ### Top Praises - **Minimalist interface design allows users to focus entirely on measuring reaction speed without distractions** - **Low ad frequency provides a clean experience compared to other reaction testing applications** ### Top Complaints (Impact Areas) - **Light mode visibility issues make the black screen interface difficult to read for some users** - **Input detection logic triggers on finger release rather than initial contact, reducing measurement accuracy** ### Top Requests (What Users Want) - **Visual data tracking via line charts would help users monitor their reaction time progress** ## SWOT Analysis {#swot} **Core Strengths:** - Minimalist interface reduces cognitive load [User Sentiment] - CSV export anchors power users to data [Feature Analysis] - Ad-light design differentiates from casual rivals [User Sentiment] **Critical Frictions:** - Input detection triggers on release [User Sentiment] - Light mode visibility issues [User Sentiment] - Lack of native data visualization [User Sentiment] **Growth Levers:** - Build native line charts for tracking [User Sentiment] - Implement multi-mode reaction tests [Competitor Analysis] - Add social-multiplayer challenges [Competitor Analysis] **Market Threats:** - Tap 10 multiplayer challenge mode [Competitor Analysis] - TapReaction gameplay variety [Competitor Analysis] - Higher-precision apps capturing athlete segment [Competitor Analysis] ## Recent Changes (v3 → v4) {#recent-changes} The integration of user sentiment data has shifted the product focus from social feature parity to addressing core technical inaccuracies and data visualization gaps. **Overall trend**: Mixed **Compared at**: 2026-06-03 ### High-impact changes - **[Added] User Sentiment Data Integration** (sentiment) — Sentiment data is now available, identifying specific user complaints regarding input detection logic and light mode visibility. - **[Added] Technical Weakness Identified** (swot) — Input detection triggering on release rather than contact is now explicitly listed as a core weakness. - **[Shifted] Roadmap Priority Shift** (positioning) — PM action items moved from multiplayer development to fixing input detection logic and building native line charts. ### Medium-impact changes - **[Added] New Opportunities Identified** (swot) — Native line charts for performance tracking added as a primary opportunity based on user requests. ## What's New - **Latest (v1.4.1, 9 months ago):** Added reaction time measurement, CSV history export, social sharing, multi-language support, and theme switching. ## App Momentum (Zombie) {#momentum} - Added ranking list to iOS. - Shipped period-based statistics on Android. > **Cadence:** 2 total versions · 2 majors in last 6 months · 284 days since last update · 676 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Reaction Time Test - How fast? is a market-leading games app that is completely free. With a 4.6/5 rating from 96 reviews, it delivers strong user satisfaction. > **Bottom Line:** Reaction Time Test succeeds through a clean, ad-light experience, but the technical inaccuracy of touch-timing threatens its utility for serious users, so the PM should prioritize native data visualization and input-logic refinement to secure the power-user segment. **Best for:** Gamers, athletes, and individuals interested in quantifying cognitive reflexes and tracking performance improvements. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] [HIGH IMPACT] Rebuild touch-detection logic to trigger on initial contact because current release-based timing is inaccurate → improve measurement precision — *Input detection is a top complaint theme in sentiment analysis.* _(trade-off: deprioritize Pause the UI theme-customization sprint — accuracy is a core utility requirement.)_ - [ ] [INVEST] [HIGH IMPACT] Ship native line charts for performance tracking because it is the top-requested feature → increase session frequency — *Users explicitly request graphical representations of performance in reviews.* _(trade-off: deprioritize Deprioritize the leaderboard expansion — data visualization drives higher long-term retention.)_ ### Feature Gaps vs Competitors - Multiplayer challenge mode (available in Tap 10 but absent here) - Varied gameplay modes (available in TapReaction but absent here) ### Outlook: Stable The reflex-testing market is consolidating around apps that offer both social competition and long-term data tracking. Reaction Time Test remains stable due to its clean interface, but it must address technical input inaccuracies to prevent users from migrating to more precise, data-rich alternatives. - 🔴 Inaccurate touch detection triggers churn risk among power users, which compounds the rating drag already visible in user feedback. - 🟢 The latest feature expansion into period-based statistics shows active development, which helps defend against feature-rich rivals like Tap 10. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.6/5 | | Total Reviews | 96 | | Sentiment | Excited (85/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Reaction Time Test - How fast?** (this app) | 4.6/5 | Excited | HUNG-PIN YU | | [Tap 10](https://marlvel.ai/intel-report/games/tap-10) | 1.0/5 | Upset | Thomas Coomer | | [TapReaction](https://marlvel.ai/intel-report/games/tapreaction) | 4.0/5 | N/A | Lars Bergelt | | [Royal Match](https://marlvel.ai/intel-report/games/royal-match) | 4.7/5 | Frustrated | Dream Games | | [YouRiding - Surf and Bodyboard](https://marlvel.ai/intel-report/games/youriding-surf-and-bodyboard) | 4.2/5 | N/A | BoardScore, Inc. | | [Stumble Guys](https://marlvel.ai/intel-report/games/stumble-guys) | 4.5/5 | Excited | Scopely, Inc. | ## Company Profile - **Developer:** HUNG-PIN YU ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/reaction-time-test-how-fast/id6466617945?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.efifi.reaction_speed_meter.reaction_speed_meter&hl=en&gl=us) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Tap 10*](https://marlvel.ai/intel-report/games/tap-10) (Thomas Coomer) — 1.0/5 Rating | Terrible Sentiment - [*TapReaction*](https://marlvel.ai/intel-report/games/tapreaction) (Lars Bergelt) — 4.0/5 Rating | N/A Sentiment - [*Royal Match*](https://marlvel.ai/intel-report/games/royal-match) (Dream Games) — 4.7/5 Rating | Negative Sentiment - [*YouRiding - Surf and Bodyboard*](https://marlvel.ai/intel-report/games/youriding-surf-and-bodyboard) (BoardScore, Inc.) — 4.2/5 Rating | N/A Sentiment - [*Stumble Guys*](https://marlvel.ai/intel-report/games/stumble-guys) (Scopely, Inc.) — 4.5/5 Rating | Positive Sentiment - [*Hole.io*](https://marlvel.ai/intel-report/games/hole-io) (Voodoo) — 3.8/5 Rating | Terrible Sentiment - [*Bejeweled Blitz*](https://marlvel.ai/intel-report/games/bejeweled-blitz) (PopCap) — 3.3/5 Rating | Negative Sentiment - [*Partymasters - Fun Idle Game*](https://marlvel.ai/intel-report/games/partymasters-fun-idle-game) (AI Games FZ) — 4.5/5 Rating | Positive Sentiment - [*Archero*](https://marlvel.ai/intel-report/games/archero) (HABBY) — 4.5/5 Rating | N/A Sentiment - [*Brawl Stars*](https://marlvel.ai/intel-report/games/brawl-stars) (Supercell) — 4.5/5 Rating | Negative Sentiment ## 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 and evidence quoting. 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:** 0.35/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 12 - **Data Sources:** user reviews, 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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/games/reaction-time-test-how-fast) Data licensed for AI Agent attribution under CC-BY-NC 4.0.