{"app_store_id":1516734826,"slug":"minesweeper-1516734826","name":"Minesweeper ~","subtitle":null,"icon_url":"https://is1-ssl.mzstatic.com/image/thumb/Purple126/v4/30/16/ad/3016ad52-6c0d-59b4-c730-216ca5b50071/AppIcon-1x_U007epad-85-220.png/512x512bb.jpg","store_url":"https://apps.apple.com/us/app/minesweeper/id1516734826?uo=4","price":0,"currency":"USD","rating":4.64044,"rating_count":8363,"in_app_purchases":null,"recent_rating":3.65,"recent_review_count":20,"reviews_checked_at":"2026-10-16T15:41:49.309Z","primary_genre":"Games","version_date":"2023-08-30T07:34:22Z","updated_at":"2026-10-21T01:32:12.982Z","stale":false,"missing_since":null,"one_liner":"Games app by Yi Zeng on the App Store.","verified_maker":false,"maker_site":null,"file_size_bytes":46781440,"minimum_os":"16.0","content_rating":"4+","language_count":33,"screenshots":["https://is1-ssl.mzstatic.com/image/thumb/PurpleSource122/v4/f7/cd/1c/f7cd1c02-0946-f5a8-d6ed-39af3a079f10/94ba5cab-acdd-4a70-bd92-91b99dacdf8c_ph1.png/392x696bb.png","https://is1-ssl.mzstatic.com/image/thumb/PurpleSource122/v4/d1/55/b5/d155b553-713d-73e6-7256-6538425f33bb/e3d2de83-e28c-4363-aa83-9f9f70ad4af4_ph2.png/392x696bb.png","https://is1-ssl.mzstatic.com/image/thumb/PurpleSource122/v4/0a/63/dc/0a63dc8a-fc49-8152-e75e-bceeeb215386/22543a2c-fb04-4f35-9b21-24a912c09514_ph3.png/392x696bb.png","https://is1-ssl.mzstatic.com/image/thumb/PurpleSource122/v4/92/c8/bf/92c8bf1d-11eb-21b2-c6b8-02f378d30be6/69867614-8dee-44a2-8d6b-52f8b35cb328_ph11.png/392x696bb.png","https://is1-ssl.mzstatic.com/image/thumb/PurpleSource112/v4/c8/a2/de/c8a2debf-6f91-c098-e5ed-3fd606ade786/9a074391-d5b1-4827-93b5-c1cab47682bd_ph33.png/392x696bb.png","https://is1-ssl.mzstatic.com/image/thumb/PurpleSource112/v4/bb/95/87/bb9587af-feae-a9ff-54f8-c2c90bd5de52/1dca83c4-87ef-410b-9d0e-50251bd6e4e9_ph22.png/392x696bb.png"],"developer_name":"Yi Zeng","editors_choice":null,"url":"https://apptierlist.com/apps/minesweeper-1516734826/","api_url":"https://apptierlist.com/api/v1/apps/minesweeper-1516734826","schema_version":"1.0","generated_at":"2026-10-21T12:06:35.750Z","data_as_of":"2026-10-21T11:58:12.746Z","description":"Classic minesweeper game, redefined by AI.\n\nOur minesweeper game is one of its own kind in the market. We leverage AI technology to achieve various improvement on top of the classic minesweeper game.\n\n- Exercise your brain and logic reasoning skills\n- 4 difficulty options\n- Fun experiences to unlock and daily rewards to claim.\n- Classic minesweeper redefined by AI\n\n* Redefined by AI *\n1. Model the minesweeper game as a Constraint Satisfaction Problem (CSP) [a]\n2. Precompute the heuristic score for each valid move using multiple state-of-the-art algorithms [b], to yield a stack rank of 10 (or less) best moves.\n3. Based on the heuristic difference between the optimal move and the actual move by the user, we use our pre-defined probability (non-uniform distribution) to control the mine position (by ad-hoc switching cells on the board).\n4. At the end of the game, further tune the mine-switching probability using win/lose ratio as an input [c], to ensure a custom tailored gaming experience that’s challenging but not frustrating.\n\nReferences:\n[a] https://inst.eecs.berkeley.edu/~cs188/fa18/assets/slides/lec4/FA18_cs188_lecture4_CSPs_6pp.pdf\n[b] https://dash.harvard.edu/bitstream/handle/1/14398552/BECERRA-SENIORTHESIS-2015.pdf?sequence=1\n[c] https://en.wikipedia.org/wiki/Reinforcement_learning","facts":{"developer_id":1335195765,"developer_url":"https://ggfen.com","first_released":"2020-06-04T07:00:00Z","support_url":null,"privacy_url":null,"website_url":null,"app_version":"9.2","release_notes":"Some bug fixes.","rating_current_version":4.64044,"rating_count_current_version":8363,"star_counts":null,"genres":["Games","Puzzle","Casual"],"languages":["AR","CA","HR","CS","DA","NL","EN","FI","FR","DE","EL","HE","HI","HU","ID","IT","JA","KO","MS","NB","PL","PT","RO","RU","ZH","SK","ES","SV","TH","ZH","TR","UK","VI"],"content_advisories":null,"device_families":null,"chart":null},"freshness":{"apple_read_at":"2026-10-21T01:32:12.982Z","catalog_read_at":null,"reviews_checked_at":"2026-10-16T15:41:49.309Z","summary_written_at":null,"placed_at":"2026-10-16T07:48:49.452Z","scored_at":"2026-10-21T11:58:12.746Z"},"editorial":null,"memberships":[{"list":"logic-games","list_name":"logic games","list_status":"active","list_url":"https://apptierlist.com/best/logic-games/","position":36,"tier":"F","score":43,"components":{"rating":92.8,"votes":79.2,"rank":0,"recency":0},"status":"active","review_status":"checked","list_ranking_status":"ranked","confidence":"provisional","judged_at":"2026-10-16T07:48:49.452Z"},{"list":"puzzle-games","list_name":"puzzle games","list_status":"active","list_url":"https://apptierlist.com/best/puzzle-games/","position":2323,"tier":null,"score":43,"components":{"rating":92.8,"votes":79.2,"rank":0,"recency":0},"status":"active","review_status":"checked","list_ranking_status":"ranked","confidence":"provisional","judged_at":"2026-10-16T07:48:49.452Z"}],"main_list":"logic-games","claim":{"status":"none","verified":false,"site_url":null,"verified_via":null,"verified_domain":null},"history":[{"id":124772,"at":"2026-10-16T07:55:49.871Z","kind":"tier_changed","list":"logic-games","app_store_id":1516734826,"app":"minesweeper-1516734826","from":null,"to":"F","reason":"score 43","job":"rescore"},{"id":124392,"at":"2026-10-16T07:48:49.452Z","kind":"membership_added","list":"puzzle-games","app_store_id":1516734826,"app":"minesweeper-1516734826","from":null,"to":"active","reason":"Minesweeper is a classic puzzle game with 4 difficulty levels, marketed as a game for exercising thinking.","job":"shadow"},{"id":124391,"at":"2026-10-16T07:48:49.452Z","kind":"membership_added","list":"logic-games","app_store_id":1516734826,"app":"minesweeper-1516734826","from":null,"to":"active","reason":"Classic minesweeper is built on logical deduction, and the listing stresses logic reasoning and constraint satisfaction.","job":"shadow"},{"id":103834,"at":"2026-10-15T10:45:36.316Z","kind":"app_added","list":null,"app_store_id":1516734826,"app":"minesweeper-1516734826","from":null,"to":null,"reason":"discovered","job":"import"}],"explain":{"method":"Membership is decided by a model judging the App Store listing against the list's definition (and its excludes, for memberships placed or rechecked since they were added to the prompt); 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