Процесс сертификации ГСЧ и понятное объяснение RTP: практическое руководство для новичка

Picture of د / محمد سعيد زغلول

د / محمد سعيد زغلول

استشاري الطب النفسي وعلاج الإدمان كلية الطب جامعة الاسكندرية - ماجيستير أمراض المخ والأعصاب والطب النفسي وعلاج الإدمان
عضو الجمعية المصرية للطب النفسي وعضو الجمعية العالمية ISAM لعلاج الادمان.

محتويات المقال

Вау! Сразу по делу: RTP — это не обещание выигрыша, а математическое ожидание.
Погодите… я сейчас покажу, как это работает на практике и почему внешняя сертификация ГСЧ — ключ к доверию.

Коротко и полезно в первых двух абзацах: RTP (Return to Player) — процент от ставок, который в долгой выборке возвращается игрокам; ГСЧ (генератор случайных чисел, RNG) — механизм, определяющий исходы игр. С одной стороны, RTP показывает тренд; с другой — RNG обеспечивает случайность независимых спинов. Я объясню шаг за шагом, как проходят сертификации, на что смотреть в отчётах, какие метрики считать и какие ошибки избегать.

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)

Почему сертификация ГСЧ важна — простая логика

Вот в чём дело. Если вы играете в слот и платите 1000 тг, вы ожидаете, что в среднем часть этой суммы вернётся игрокам. Но «в среднем» — это про тысячи и миллионы ставок, а не про вашу сессию. Математика говорит одно; краткосрочная волатильность — совсем другое.

Сначала — наблюдение: у слота заявлено 96% RTP.
Дальше — расширение: это значит, что из 100 000 тг ставок в целом будет возвращено примерно 96 000 тг, а казино удержит 4 000 тг.
И, наконец, отражение: но если вы сыграли 200 спинов и потеряли 20 000 тг — это нормальная дисперсия; она не доказывает мошенничества.

Кто сертифицирует ГСЧ и какие виды подтверждений существуют

Наблюдение: есть три основных типа проверки: внутренний аудит разработчика, независимый аудит лабораторией и «доказуемая честность» (provably fair) для игр на блокчейне.
Расширение: наиболее авторитетны внешние лаборатории — iTech Labs, GLI (Gaming Laboratories International), eCOGRA и др. Они тестируют исходный код, статистику распределений, периодичность больших выплат, seed-менеджмент и устойчивость к предсказанию.
Отражение: наличие сертификата от такой лаборатории повышает доверие, но не отменяет необходимости смотреть на дату аудита, область покрытия (все игры или выборочные), и соответствие реальной версии софта версии, которая проходила тест.

Стандартный процесс сертификации — шаг за шагом

Наблюдение: процесс выглядит сложно, но он фиксирован и понятен.
Расширение: ниже — упрощённый, но точный чек-лист этапов, которые проходит казино/провайдер:

  • Подготовка к аудиту: сбор исходников, документации RNG, статистических логов и процедур генерации случайных чисел.
  • Статистическое тестирование: тесты на равномерность, автокорреляцию, последовательности (Dieharder, NIST, другие); проверка распределений выигрышей и джекпотов.
  • Криптографическая проверка: если RNG использует хэширование/seed, лаборатория проверяет стойкость и отсутствие возможности предсказания seed-ов.
  • Инспекция процессов: процедуры перезапуска, обновления, мониторинга и резервного копирования.
  • Финальный отчёт и сертификат: включает scope (какие игры/сервера протестированы), дату и рекомендации.
  • Ретесты и периодическая проверка: серьёзные лаборатории требуют регулярного ретеcтинга (ежегодного/полугодового).

Отражение: важно не просто увидеть «сертификат», а прочитать, что конкретно покрыто и когда — многие проблемы возникают из-за устаревших отчётов или тестирования только части портфолио.

RNG vs Provably fair — что выбрать и когда

Наблюдение: провайдеры предлагают два подхода.
Расширение: классический — RNG аудируется лабораторией, применяется в слотах и live-играх; «provably fair» — чаще у краш-игр и крипто-слотов, где результат можно проверить по хешам и публичным сидам.
Отражение: для среднего игрока важнее, чтобы была внешняя аудиторская справка и прозрачная публикация RTP/логов; provably fair хорош для тех, кто хочет сам проверять исходы через блокчейн.

Как читать отчёт аудиторской лаборатории — практические подсказки

Наблюдение: отчёты полны технических терминов.
Расширение: на что обращать внимание прямо сейчас — короткий чек-лист:

  • Дата теста: старше года — тревожный знак.
  • Область охвата: все игры / лишь выбранные слоты. Полный охват — плюс.
  • Версия ПО: совпадает ли с той, что используется онлайн (версия сервера/слотов указана?).
  • Методы тестирования: статистические тесты + криптографическая проверка сидов = хорошо.
  • Рекомендации лаборатории и плана по исправлению выявленных несоответствий.

Отражение: если отчёт есть, но лаборатория просит внести исправления, посмотрите, выполнены ли они. Казино, где отчёт «висит» без исправлений — риск.

Простая математика RTP — примеры и расчёты

Наблюдение: людям обычно проще воспринимать цифры на примерах.
Расширение: три коротких примера для понимания.

Пример 1 — базовый слот: заявлено RTP = 96%. Это значит: при совокупных ставках 1 000 000 тг платёж игрокам ≈ 960 000 тг, удержание казино ≈ 40 000 тг.

Пример 2 — сессионая вариация: при RTP 96% в выборке 10 000 спинов может выпасть серия без крупных выигрышей — реальная отдача за сессию может быть 70–120% от ожидаемого, это нормально из-за волатильности.

Пример 3 — бонусы и RTP: если слот с RTP 96% используется для отыгрыша бонуса с очень высоким вейджером, ожидаемая ценность бонуса падает. Рассчитывайте EV бонуса: EV ≈ RTP × (валовая сумма ставок, при прочих равных) минус вейджерные ограничения.

Сравнительная таблица: типы подтверждений честности

Подход Что тестируют Плюсы Минусы
Независимый аудит лабораторией (iTech, GLI) RNG, статистика выплат, безопасность Высокая репутация; глубокое тестирование Стоимость; отчёт нужно читать внимательно
Provably fair (крипто) Хеши, сиды, публичная верификация Игрок может сам проверить случайность Требует технической грамотности; не все игры подходят
Внутренний аудит провайдера Исходные логи и тесты разработчика Быстро и дешево Меньше доверия от игроков; возможен конфликт интересов

Вот где логика: если платформа публикует свежий независимый отчёт — это плюс. Дополнительно обращайте внимание на прозрачность в отношении того, какие версии игр используются и как часто проходят ретеcтинги. Для примера практического поиска проверенной витрины платформа с понятной кассовой политикой и открытыми сертификатами удобнее — например, я обращаю внимание на локализованные сайты типа pincoz-casino-kz.com при проверке отображения сертификатов и даты их действия.

Частые ошибки игроков и операторов — как их избежать

  • Игрок: судить о честности по одной сессии. Как избежать: анализируйте долгосрочные тренды и отчёты лабораторий.
  • Оператор: публиковать устаревшие сертификаты. Как избежать: поддерживать актуальность публичных документов и сообщать об обновлениях.
  • Игрок: не читать условия бонусов (вейджер/вклад игр). Как избежать: всегда считать EV бонуса перед активацией.
  • Оператор: тестировать только выборку игр. Как избежать: проводить ретеcт полного портфолио либо разъяснять охват отчёта.

Краткий чек-лист для проверки честности казино (для новичка)

  • Проверьте дату и лабораторию в сертификате ГСЧ.
  • Убедитесь, что охват теста включает используемые игры.
  • Сверьте версии ПО в отчёте и на сайте.
  • Проверьте прозрачность политики выплат и сроки вывода.
  • Посмотрите независимые отзывы и жалобы — особенно по выплатам.

Мини-кейсы (оригинальные примеры)

Кейс A — «краткий страх» игрока: новик заметил, что за вечер при RTP 97% он проиграл 30% банка. Анализ: короткая выборка, высокая волатильность слота, отсутствие джекпота в данном раунде. Вывод: не смешивать личный опыт с долгосрочной статистикой.

Кейс B — «оператор и просроченный сертификат»: на сайте был сертификат от известной лаборатории, но дата — два года назад, а в логе обновлений софта — недавний апдейт. Вывод: апдейт мог изменить RNG/версию; нужно потребовать ретеcт или объяснение от поддержки.

Мини-FAQ — короткие ответы на важные вопросы

Как отличить настоящий сертификат от поддельного?

Проверьте номер или ссылку на сайт лаборатории, сопоставьте дату и scope теста; при сомнениях запросите у саппорта полный отчёт в PDF.

RTP 96% — это много или мало?

Зависит от игры: для слотов 94–97% — обычный диапазон; для настольных игр RTP может превышать 99% (например, оптимальная стратегия блэкджека). Смотрите вклад игр в отыгрыш бонусов и волатильность.

Что делать при сомнении в случайности выплат?

Соберите логи (скриншоты, время, суммы), обратитесь в поддержку с требованием отчёта, и при отсутствии ответа подавайте публичную жалобу на профильных площадках.

18+ / Играйте ответственно. Если чувствуете потерю контроля — используйте лимиты сессий и депозита или обратитесь к горячей линии помощи по проблемам игровой зависимости в вашей стране.

Источники

  • iTech Labs — документация по тестированию RNG и отчетам (itechlabs.com)
  • Gaming Laboratories International (GLI) — методологии тестирования (glm.com)
  • NIST Statistical Test Suite for Randomness — базовые статистические тесты (nist.gov)

Об авторе

{author_name}, эксперт по iGaming. Писал обзоры и руководства по честности игр, участвовал в разборе аудиторских отчётов и консультировал игроков по вопросам выплат и верификации.

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