Вау! Сначала честно: рулетка — не покер.
Погодите… — многие слышали про GTO (Game Theory Optimal), и почти все пытаются применить его к рулетке.
Вот в чём дело: GTO — набор стратегий, которые минимизируют эксплуатацию против разумного соперника. В казино соперник — не человек, а «дом», который действует по фиксированным правилам и имеет постоянное математическое преимущество. Это меняет весь смысл поиска «оптимальной» стратегии.

Наблюдение: «Оптимальное» в контексте рулетки — это не про обыгрывание казино, а про управление риском и ожиданием.
Расширение: если вы стримите живую рулетку и хотите выглядеть профессионально, GTO-концепция помогает выстраивать устойчивую модель банкролла и грамотную коммуникацию с аудиторией — без обещаний золотых гор.
Отражение: я видел стримы, где ведущие вели себя как «гуру стратегии», но их зрители уходили с нулём в кармане, потому что психология и дисперсия сделали своё дело; с другой стороны — честный рассказ о математике и дисциплине повышает доверие и удерживание аудитории.

![image](data:image/webp;base64,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)

Коротко по делу: что GTO значит для стрима живой рулетки

Вау! GTO в покере — это баланс диапазонов; в рулетке — баланс ожиданий.
Расширение: применимо это так — вы не ищете «идеальную ставку», вы ищете правила поведения, которые дают предсказуемую волатильность и понятную аудитории траекторию результатов.
Отражение: на практике это переводится в набор протоколов стрима: фиксированные бай-ины, прозрачная статистика сессий, заранее объявленные лимиты и правила реагирования на длительные проигрышные серии.

Почему попытки «обмануть» колесо редко работают

Вот в чём дело: честные казино используют сертифицированные ГСЧ и процедуры тасовки/проверки; исключение — физические биасы старых колёс, но в онлайн-live такие случаи практически нулевые.
Расширение: даже если на стриме вам кажется, что дилер «везёт» красному — это обычная кластеризация в случайных последовательностях. Применение GTO-принципов подскажет: не гнаться за выбросами, держать долю риска и контролировать экспозицию.
Отражение: лучшее, что вы можете сделать как стример или зритель — внедрить статистическое наблюдение (тренды, числа, % попаданий) и сообщать их честно; это повышает репутацию и снижает иллюзию «секретной системы».

Практические инструменты GTO-подхода для стримера рулетки

Вау! Сначала — простая аксиома: ожидаемый доход в европейской рулетке — отрицателен из-за преимущества казино (~2.7% на один спин).
Расширение: поэтому стратегия должна фокусироваться на контроле риска (макс. просадка, стоп-лосс по сессии, фиксированный процент банкролла на сессию), а не на попытках «перевернуть» математику.
Отражение: в стриме полезно показывать: текущий банкролл, ставка как % банка, лимит сессии и правило выхода. Это и есть ваш GTO-протокол — он не делает вас богаче, но делает процесс предсказуемым и устойчивым.

Мини-метод: структура сессии (пример)

Наблюдение: начните с правила 1–2–3.
Расширение: пример для новичка: банкролл на сессию 10 000 KZT; ставка базовая = 1% (100 KZT); максимум роста экспозиции — до 3% при выигрыше двух подряд; стоп-лосс — 30% потерь от начального банкролла; цель — фиксированная прибыль 20% от начального банка.
Отражение: это простая «GTO-матрица» управления риском; следуя ей, стример минимизирует флуктуации эмоций и делает контент более предсказуемым для зрителей.

Калькуляции: математика ожидания и пример кейса

Вау! Формула простая: EV = (P_win × payout) – (P_lose × stake).
Расширение: для европейской рулетки ставка на одиночное число (коэффициент 35:1): P_win = 1/37, P_lose = 36/37. EV = (1/37 × 35) – (36/37 × 1) = (35/37) – (36/37) = -1/37 ≈ -0.027027 → −2.7027% на каждую ставку.
Отражение: видно, что никакая система ставок не меняет EV; она может лишь перераспределить вариативность (variance). Это важно объяснять зрителю прямо и просто.

Сравнительная таблица стратегий ставок (коротко и честно)

Стратегия Суть Плюсы Минусы
Флэт (фиксированная ставка) Вся сессия — одна ставка Низкая волатильность, простота Медленный рост/убыль банка
Мартингейл Удваивание после проигрыша Короткие серии дают компенсацию Риск банкротства и лимиты стола
Келли (доля по критерию) Оптимальная доля по ожидаемой прибыли Управление ростом капитала Требует корректного EV и риска; на отрицательном EV ведёт к быстрым потерям
Фибоначчи Пошаговое увеличение по ряду Меньше агрессивен, чем Мартингейл Длинная проигрышная серия — высокие ставки

Где GTO «работает» для стримера

Наблюдение: GTO-идея приносит наибольшую пользу не в поиске выигрыша, а в управлении ожиданиями аудитории.
Расширение: внедрите правила трансляции: прозрачные лимиты, публичные стоп-лоссы, и отчетность по сессии. Покажите, как распределяются риски и почему «система» не гарантия.
Отражение: зритель, который видит честность и систему — остаётся дольше и чаще поддерживает стрим, а это экономическая победа для автора контента, даже если EV остаётся отрицательным.

Практическая рекомендация по выбору площадки (локально для KZ)

Вот в чём дело: для стримов и ставок важно работать с легальным оператором, который обеспечивает прозрачность выплат, защиту данных и стабильный стриминг.
Расширение: в Казахстане легальные операторы соблюдают правила KYC/AML, удержание налогов и стандарты безопасности — это снижает операционные риски стримера и игроков.
Отражение: если вы ищете платформу для легальной игры и трансляции в KZ, обратите внимание на операторы с локальной лицензией и развитой технической поддержкой, например tennisi-kz.com, где доступны локальные способы пополнения и поддержка на русском/казахском (рекомендация — без финансовых гарантий, только для удобства и легальности).

Краткий чек-лист для стримера живой рулетки (GTO-подход)

  • Определите банкролл сессии и максимально допустимый просадочный предел.
  • Фиксируйте базовую ставку как % банка (рекомендуем 0.5–2%).
  • Анонсируйте стоп-лосс и цель прибыли перед началом трансляции.
  • Ведите простую статистику (числа, % попаданий, длительность череды).
  • Не применяйте автоматические удвоения без лимита — риск сильной просадки.
  • Информируйте зрителей об отрицательном EV и ответственности (18+).

Частые ошибки и как их избежать

Наблюдение: люди часто верят в «горячие числа».
Расширение: это когнитивная ошибка подтверждения — они видят паттерны там, где есть случайность. На стриме это можно убирать простым правилом: после 3–5 одинаковых исходов показывать статистику за 100 последних спинов.
Отражение: ещё одна ошибка — эмоциональное управление банкроллом (гонка за проигрышем). Решение — строгие стоп-лоссы и правило «выйти и отдохнуть» при отрицательной серии.

Мини-FAQ

1) Можно ли «победить» казино с помощью GTO?

Коротко: нет. GTO в рулетке — это набор правил по управлению риском и поведению, а не способ постоянного выигрыша. Казино имеет отрицательный EV на длинной дистанции.

2) Какой лучший метод для начинающего стримера?

Флэт (фиксированная ставка) + прозрачная политика стоп-лоссов; это даёт зрителям понятную модель и снижает эмоциональные пики.

3) Что делать, если зрители просят «секретную систему»?

Всегда отвечайте честно: «Нет гарантий; есть дисциплина и риск-менеджмент». Демонстрируйте статистику и объясняйте EV.

Примеры сессий: два коротких кейса

Кейс A — «Флэт-консерватор». Начальный банк 100 000 KZT; ставка 1% (1 000 KZT) фиксированно; за 200 спинов при среднем EV −2.7% ожидаемая потеря ≈ 2 700 KZT ± √(variance). Это предсказуемо и позволяет планировать контент без эмоциональных всплесков.

Кейс B — «Агрессивный экспонирующий». Тот же банк, но с Мартингейлом и стоп-лоссом в 30% — возможны быстрые краткие выигрыши, но высок риск «переполнения» лимитов и потери всего банка. Для зрителей — драматично; для стримера — неустойчиво.

Корреляция стрима и доверия аудитории

Наблюдение: честность повышает retention.
Расширение: показывая реальные числа и правила — вы превращаете «быстрое развлечение» в долгосрочный формат. Люди возвращаются к вам за прогнозируемостью, а не за обещаниями.
Отражение: в долгосрочной перспективе лучший GTO для стримера — это честность, стабильность и профессиональная подача математики, пусть и сухой.

18+. Азартные игры могут привести к потере средств. Играйте ответственно, устанавливайте лимиты по времени и деньгам. При признаках проблем с контролем обратитесь за помощью к местным службам поддержки в Казахстане.

Источники

  • European Casino Association — основы математики рулетки и house edge.
  • Kelly, J. L. — «A New Interpretation of Information Rate» (парадигма оптимального роста капитала).
  • Исследования по случайности и кластеризации — статьи по теории вероятностей (введение в law of small numbers).

Об авторе

{author_name}, эксперт по iGaming с практическим опытом стримов и управлением банкроллом. Пишет и консультирует по вопросам ответственной игры, интеграции локальных платежей и построения доверия аудитории в KZ.

Dodaj komentarz

Twój adres e-mail nie zostanie opublikowany. Wymagane pola są oznaczone *