These 25 wildly popular Android games are raking in the most cash from in-app purchases

The following slides show our estimates for which apps are the rising stars and which have made the most money.

Revenue modeling is based on a purchaser volume proxy model based on data from AppsFlyer and the Android Play store. One important note: we're guestimating data here by aggregating a variety of sources. Numbers are indicative of performance, but don't expect them to be truly accurate. Vendors don't publish detailed numbers, so we're using mathematical models to generate a predictive revenue basis.

#25 ranked King of Avalon Dragon Warfare has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the strategy game has produced total revenue somewhere near $15million USD for developer Diandian Interactive Holding.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Rocket.

#24 ranked Heart of Vegas Slots Casino has been installed on Android devices between 5,000,000 and 10,000,000 times. We estimate that the casino game has produced total revenue somewhere near $15 million USD for developer Product Madness.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#23 ranked Dragon Ball Z Dokkan Battle has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the action game has produced total revenue somewhere near $31 million USD for developer BANDAI NAMCO Entertainment Inc.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Rising Star.

#22 ranked Slots Huuuge Casino has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the casual game has produced total revenue somewhere near $37 million USD for developer Huuuge.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#21 ranked Jackpot Party Casino Slots 777 has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the casino game has produced total revenue nearing $39 million USD for developer Scientific Games Interactive.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#20 ranked Mobile Strike has been installed on Android devices between 50,000,000 and 100,000,000 times. We estimate that the strategy game has produced total revenue somewhere near $52 million USD for developer Epic War.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Rocket.

#19 ranked Free Slots Casino House of Fun has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the casino game has produced total revenue somewhere near $62 million USD for developer Playtika HOF.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#18 ranked Bubble Witch 3 Saga has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the puzzle game has produced total revenue somewhere near $80 million USD for developer King.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#17 ranked Game of War Fire Age has been installed on Android devices between 50,000,000 and 100,000,000 times. We estimate that the strategy game has produced total revenue somewhere near $92 million USD for developer Machine Zone, Inc.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Rocket.

#16 ranked Lords Mobile has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the strategy game has produced total revenue somewhere near $101 million USD for developer IGG.COM.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Falling Star.

#15 ranked Slotomania Free Slots 777 has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the casino game has produced total revenue somewhere near $106 million USD for developer Playtika.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Rising Star.

#14 ranked Hearthstone has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the card game has produced total revenue somewhere near $113 million USD for developer Blizzard Entertainment, Inc.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Falling Star.

#13 ranked Toy Blast has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the puzzle game has produced total revenue somewhere near $118 million USD for developer Peak Games.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#12 ranked Star Wars Galaxy of Heroes has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the role playing, action, and adventure game has produced total revenue somewhere near $122 million USD for developer Electronic Arts.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#11 ranked Gardenscapes New Acres has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the casual game has produced total revenue somewhere near $154 million USD for developer Playrix Games.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#10 ranked Summoners War has been installed on Android devices between 50,000,000 and 100,000,000 times. We estimate that the role playing game has produced total revenue somewhere near $165 million USD for developer Com2uS.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#9 ranked Clash of Kings has been installed on Android devices between 50,000,000 and 100,000,000 times. We estimate that the strategy game has produced total revenue somewhere near $168 million USD for developer Elex Wireless.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#8 ranked MARVEL Contest of Champions has been installed on Android devices between 50,000,000 and 100,000,000 times. We estimate that the action game has produced total revenue somewhere near $170 million USD for developer Kabam.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#7 ranked Township has been installed on Android devices between 10,000,000 and 50,000,000 times. We estimate that the casual city management game has produced total revenue somewhere near $318 million USD for developer Playrix Games .

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Sinking Ship.

#6 ranked Candy Crush Soda Saga has been installed on Android devices between 100,000,000 and 500,000,000 times. We estimate that the casual game has produced total revenue somewhere near $498 million USD for developer King.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#5 ranked Pokemon Go has been installed on Android devices between 100,000,000 and 500,000,000 times. We estimate that the addictive outdoor-oriented adventure game has produced total revenue somewhere near $653 million USD for developer Niantic, Inc.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#4 ranked 8 Ball Pool has been installed on Android devices between 100,000,000 and 500,000,000 times. We estimate that the sports game has produced total revenue somewhere near $987 million USD for developer Miniclip.com .

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Sinking Ship.

#3 ranked Clash Royale has been installed on Android devices between 100,000,000 and 500,000,000 times. We estimate that the strategy game has produced total revenue somewhere near $1.2 billion USD for developer Supercell.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#2 ranked Candy Crush Saga has been installed on Android devices between 500,000,000 and 1,000,000,000 times. We estimate that this wildly popular casual game has produced total revenue somewhere near $1.7 billion USD for developer King.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.

#1 ranked Clash of Clans has been installed on Android devices between 100,000,000 and 500,000,000 times. We estimate that the strategy game has produced total revenue somewhere near an almost incomprehensible $3.5B U.S. for developer Supercell.

Cumulative estimated revenue vs. current Google Play Store Top Grossing rank indicate this product's trend is rated as Smooth Sailing.