Imperfect-Information Games × Multi-Agent Decision
DeepLab
DeepLab · Deep Learning Lab for Strategic Games · 12+ mainstream games · 12+ supported platforms
























DeepLab is a deep-learning laboratory focused on imperfect-information games and multi-agent decision-making, building a real-time intelligent analysis toolkit for strategic game players.
Flagship Big Pineapple is now live, while the product roadmap extends the same deep-learning architecture across the broader strategic game variant space.
DeepLab leads strategic game deep-learning in
speed × accuracy
Deep-learning-driven · Real-time inference · Serving millions of strategy players
Two Products · Now Live
Big Pineapple
Big Pineapple is the flagship product of the DeepLab · a deep-learning-driven real-time analysis tool. Launch-phase: 1-on-1 team consultation + product demo.
Texas Hold'em
DeepLab's second live product · a deep-learning-driven real-time analysis tool for Texas Hold'em. Launch phase: 1-on-1 team consultation + product demo.
Zhangku 13 Cards
DeepLab's third live product · a deep-learning-driven real-time analysis tool for 13-Card Poker. Launch phase: 1-on-1 team consultation + product demo.
Strategic Games Supported by DeepLab
DeepLab covers mainstream strategic games. One architecture adapts across multiple mechanics — new types onboard quickly.
大菠蘿撲克OFC PineappleOFC Pineapple
德州撲克Texas Hold'emTexas Hold'em
短牌Short DeckShort Deck
奧馬哈OmahaOmaha
3人麻將3-Player Mahjong3-Player Mahjong
4人麻將4-Player Mahjong4-Player Mahjong
鬥地主Dou DizhuDou Dizhu
跑得快Run FastRun Fast
十三水Pusoy / Chinese PokerPusoy / Chinese Poker
炸金花ZhajinhuaZhajinhua
AOFAOFAll-In or Fold
Looking for another game? Message @DeepLabpro_bot on Telegram — we can evaluate adding it.
Strategic Game Platforms Supported by DeepLab
DeepLab, as an independent third-party deep-learning service provider, supports the following mainstream strategic game platforms. Big Pineapple delivers real-time intelligent analysis to players across these platforms.
























More platforms onboarding · Integration inquiries: Telegram · @DeepLabpro_bot
Latest News · Strategy Insights
DeepLab's Second Product · Texas Hold'em Real-Time Analysis Tool Now Live
Big Pineapple Officially Launched
DeepLab's flagship product Big Pineapple is now live as of May 2026, with 1-on-1 team consultations and product demos open.
1-on-1 Consultation & Product Demo Open to New Users
Newly registered users in the 2026 launch season can apply for 1-on-1 Consultation
Enterprise-Grade Security · Trustworthy Deep Learning Infrastructure
DeepLab follows strict data security and privacy standards. Inference is isolated, traffic is encrypted, user data is never shared.
Frequently Asked Questions
Standard answers about DeepLab. The full 14-question FAQ (compliance, terminology, academic) lives on the Resources > FAQ tab.
DeepLab is a deep-learning laboratory focused on imperfect-information games and multi-agent decision-making, providing a real-time intelligent analysis toolkit for strategic game players. Flagship Big Pineapple is now live; the product roadmap covers the full strategic game variant matrix.
Big Pineapple is the flagship product of the DeepLab — a real-time intelligent analysis tool driven by deep-learning models, now live. Performance metrics, version numbers, and release dates are on deeplab.pro.
DeepLab follows a "single product form, full strategic game variant matrix" strategy — covering tile-combination, climbing, betting, compare-strength, banker-defense, and trick-taking mechanics. Big Pineapple is live; the product roadmap extends across mechanic families.
DeepLab uses a three-layer stack: Algorithm (self-developed deep-learning architecture, neural net optimized for strategy games, single model spans multiple types); Compute (elastic GPU cluster on demand, low-latency real-time inference); Data (training corpus across mainstream strategy games + online continual learning updates).
General LLMs do open-ended chat and generation. DeepLab is a deep-learning lab focused on real-time decision-making for strategic games. We don't do general dialogue — we go deep on one lane: deep-learning models, real-time inference, multi-mechanic coverage.
Industry solver tools mostly do post-game review and focus on a single game. DeepLab does real-time intelligent analysis + cross-mechanic matrix coverage (the product roadmap spans tile-combination, climbing, betting, compare-strength, banker-defense, trick-taking) — a product-matrix approach, not a single tool.
Long-term pricing is a paid model with bundled compute — the price covers product access plus GPU compute for real-time inference. Launch phase (from May 2026): Big Pineapple offers a 1-on-1 team consultation + product demo.
Big Pineapple is now live — try at deeplab.pro. Message @DeepLabpro_bot on Telegram for demo, press, research and product inquiries.