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Climbing Frog

26
Quality Score
Niche

Climbing Frog

Medium confidence
1.0 ✍️ Editor
✍️ bumetric analysis

Climbing Frog is an Android app from Brightside Pro in the Arcade category, currently rated 1.0★ across 1,777 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.

Quality Score is 26: Niche (micro-niche or pre-traction stage). For a Arcade app, that means micro-niche or pre-traction stage. The full BU Investment Matrix below scores 8 dimensions including monetisation, growth, and operational risk.

Track changes month-over-month in the Performance section below: live snapshot history and revenue forecast included.

💰 Monthly revenue · now vs forecast
● Right now
$583
per month
12-mo forecast
$510 – $1838
per month
24-mo forecast
$472 – $4252
per month
INDIE tier
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📊 Performance Tracking LIVE

Loading…
idle
0%
Rating
Reviews
Forecast Revenue / mo
Snapshots tracked
0
since first record
ONE-TIME · BUILD 💰 Estimated build cost
$150K
What it cost to build · not monthly revenue
Likely range $110K – $200K
$25K · MVP floor $100K · indie scale $500K+ · studio build
📈 Slow ROI — current MRR is well below build cost

Synthetic estimate. Inputs: category complexity, file size, screen count, monetization layer, platform reach, age × team-size proxy. Calibrated against 2024-2026 indie-agency rate surveys. Full math + source list on /methodology.

Where the money goes
🧱 MVP baseline (design + 1-store ship) +$28K
📱 5 unique screens × $4.5K +$22K
Arcade complexity ×1.90 +$45K
🌐 Cross-platform reach (iOS + Android) +$52K
Total estimate $150K
ONE-TIME · EXIT VALUE 💵 Estimated acquisition value
$5K
What it would sell for · not monthly revenue
Marketplace range $5K – $5K · 10× MRR multiple
💸 ~0.0× build cost (under-water)

Synthetic estimate. Multiple band derived from ad-supported + age, rating quality, category demand, and user-base maturity. Calibrated against 2024-2026 indie-app-marketplace closed-deal medians. Full math + comparable deal list on /methodology.

How the multiple was built
📺 Ad-supported base 15× MRR
★ rating < 3.5 (weak) -18%
🏷 Arcade category multiple -20%
Final multiple 10× MRR
👥 Estimated audience size
355K
Lifetime downloads (US-equivalent)
Monthly active
17K
Daily active
4.3K

Synthetic estimate from ratings × category benchmarks. Calibrated against 2024-2026 mobile-attribution retention + DAU/MAU reports. Numbers are US-storefront-equivalent — true global audience can be 5-10× larger for international apps. Full math + source list on /methodology.

How we sized it
📲 Arcade engagement ~200 installs / rating
🔁 Arcade D30 retention 5%
📍 DAU / MAU stickiness 0.25
DAU / MAU 25% sticky
🛠 Estimated tech stack
🤖
Native Android (Kotlin)
Medium confidence · 55%
Also possible
Flutter

Heuristic guess from app bundle size, category, store description signals, and release-date stack era. Bumetric does not disassemble binaries — for binary-level certainty you would need an SDK intelligence tool or the manifest itself. Reasoning chain on the right. Full ruleset on /methodology.

Signals we read
🏷 Category context Arcade
📦 Tiny game bundle → Native 2D engine
🔬

How we forecast this revenue

LOW CONFIDENCE
Baseline
$583/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
Direction
Headwinds: low defensibility moat
6 months
$497 – $1.2K
12 months
$510 – $1.8K
24 months
$472 – $4.3K
Compound growth at +6.0% MoM (tier baseline for INDIE). Range widens with horizon — typical noise band ±40% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊

BU Investment Matrix

Pre-traction · 39/100INDIE TIERlimited signal
GrowthFounderQualityRevenueMonetiz.MoatMarketSafety
Growth Velocity
5.0
Founder Strength
3.8
Product Quality
6.5
Revenue Strength
2.8
Monetization Maturity
1.0
Defensibility
2.0
Market Position
0.0
Operational Safety
10.0
  • 💰 Revenue: Marginal — $233 - $1458/mo · INDIE tier · medium confidence, trajectory unclear.
  • ⭐ Quality: 3.6★ across 1,911 reviews — solid.
  • 📍 Market: Not yet charting in any of the 9 monitored markets.
  • 📈 Growth: Insufficient signal to assess trajectory.
  • ⚠️ Risk: Low — no material risk signals detected.
🎯 For competitors: Mixed picture. Worth competing if you have a clear UX or pricing edge — otherwise crowded segment.
💵 For acquirers: Estimated asking range 18-32× monthly = $10K-$18K.
Composite of 8 dimensions computed deterministically from public signals — no LLM, every score traces back to a measurable input. Default weights shown; "compete" / "acquire" / "invest" lenses re-weight without re-fetching.
Range:

💰 Forecast Revenue / mo

MODEL
Revenue forecast computed from BU's 234 trigger model on each snapshot. Calibrated against ground-truth from 58 verified-revenue apps.
🔬Forecast Breakdown — Why This Estimate?Top 4 of 4 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
Low install base (1,777 ratings)METRIC
+$1,500
Below-average rating (1.0★)METRIC
−$1,500
Mature app (13y old)METRIC
+$1,500
Ad-supported / freemiumMETRIC
+$600
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)

📈 Reviews Growth

LIVE
Cumulative review count from first BU snapshot. Each point = a tracked update.

⭐ Rating Trend

LIVE
Average rating evolution. Updates with each new review batch.

Profile & Insights

Everything we know — and don't — about this app and its company.

Identification

App name
Climbing Frog
Developer
Brightside Pro
Bundle ID
info.megahard.frogleapsfree
App Store URL
Open in App Store
Category
Arcade
Content rating
Not found
Languages
Not found

Company

Website
megahard.info
Tagline
Not found
Description
Not found
Founded
Not found
HQ / Address
Not found
Employees
Not found
Logo
Not found

Revenue

Verified revenue / mo
Not found
AI revenue estimate / mo
Not found
AI annual estimate
Not found
ML model estimate / mo
$583/mo
Top-grossing rank
Not found
All-time revenue
Not found
Pricing
Not found

Founder

Founder data not yet collected for this app.

Funding

Funding data not yet collected for this app.

Press & Links

Press & Links data not yet collected for this app.

Contacts & Socials

Contacts & Socials data not yet collected for this app.
📈Ratings growth1,777 ratings+8% lifetimeShow 3-year history estimate ▾Jun 2023Jan 2025Jun 2026
Tracked (1 weeks) Pre-tracking estimate (37 weeks) · model-based, ±5% noise · anchored to release date and current value
Profile is built from iTunes Lookup + developer site scrape + ML revenue model. Empty fields show "Not found" — additional sources (Crunchbase, X, IndieHackers, Acquire.com) coming.

📝 About this app

Climbing Frog (aka Frog Leaps) is free platformer game and physics puzzle in one pack!

Android Apps Review: ★★★★ "Climbing Frog Free is a really cool app, with plenty of challenging levels and a cool twit on a tried and true gaming style."

Frog's life seems to you a simple and carefree? Dare to try on the frog's skin in platformer game Climbing Frog. Jump from one platform to another and reach finish line! Three sets of varying difficulty levels to 36 in each.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →
🔖 v3.0🔄 updated 0d ago📂 Arcade💰 Free
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📝 Description

95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Climbing Frog: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
Read deep-dive →

Similar apps in Arcade

About this analysis
ZCAnalyzed by Zakhar Chumak · founder, bumetric·Full methodology·Medium confidence

Why medium confidence: 1,777 ratings · no founder-verified revenue (model estimate only).

Frequently Asked Questions

4 answers · auto-generated from this app's public data
How much does Climbing Frog make per month?
Based on our ML-calibrated revenue forecast, Climbing Frog earns approximately $583/mo. This is a US-storefront-equivalent estimate; global revenue can be several times larger for internationally-distributed apps. See the methodology page for the full formula and confidence bands.
What apps are like Climbing Frog?
Browse the full Arcade category catalog to find similar apps with revenue, build cost, audience and tech stack data. Each /p/{slug} page also shows a Compare side-by-side widget with three peer apps from the same niche.
Who makes Climbing Frog?
Climbing Frog is published by Brightside Pro on the Google Play Store. See the full publisher portfolio (other apps by the same developer) via the More by developer block on the product page above.
What is Climbing Frog's BU Score?
Climbing Frog has a BU Score of 26/100 (Niche). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.