An AI agent for business, not a model

Samreshuuu vs YandexGPT

YandexGPT answers in Russian. Samreshuuu carries the task through to a result. One is a language model inside Alice and Search; the other is an autonomous agent that works in your business services.

Try for freeSee integrations

You can ask either. To get it done — Samreshuuu.

Посчитай долги перед поставщиками в МойСклад и пришли отчёт

Готово — долги по 18 заказам, всего 137 688 ₽. Отчёт отправил в Telegram.

  • АКВИЛАНО — 48 200 ₽ · просрочка 12 дней
  • ТД Профиль — 39 480 ₽ · просрочка 5 дней
  • МеталлТорг — 31 008 ₽
  • Спецкомплект — 19 000 ₽ · просрочка 23 дня

Самый срочный — АКВИЛАНО, просрочка 12 дней. Подготовить платёжку?

The core difference

YandexGPT is a model. Samreshuuu is an agent that sees it through.

YandexGPT speaks Russian beautifully and lives inside Yandex — Search, Alice, Browser. Samreshuuu takes a goal and carries it out in your services: gathers data, builds the document, performs the action and delivers the result.

What Samreshuuu does better

Not a Search answer — finished work

An analyst of your data

Computes in an isolated sandbox, builds charts and reports from your exports — instead of retelling what it found in Search.

Считаю прогноз закрытия квартала: беру воронку из Битрикс24, взвешиваю по этапам и историческому конверту.

  • Взял открытые сделки и этапы из Битрикс244s
  • Посмотрел конверсию по этапам за 6 месяцев3s
  • Посчитал прогноз с учётом шанса каждой сделки3s

Взвешенный прогноз закрытия квартала — 8,94 млн ₽ против базовых 7,2 млн, но 4 сделки в риск-зоне без активности 14+ дней.

Finished documents

Excel, Word, PDF, slides — delivers an assembled file, not text to copy-paste.

Подготовь КП по сделке «Метизы — опт» из amoCRM

Готово — КП на 412 000 ₽ собрал и отправил в amoCRM. Сделку двинул на «Согласование».

  • Позиции — 6 наименований из прайса, цены опт −12%
  • Скидка — 8% за объём, согласована по правилу сделки
  • Срок поставки — 5 рабочих дней, отгрузка со склада

PDF приложил к карточке сделки. Отправить клиенту в WhatsApp?

КП — Метизы опт

Document · PDF

Scheduled tasks

Set it once — the sales report lands in Telegram every morning on its own.

P&L и движение денег — в Telegram
Платёжный календарь на неделю
Сверка Диадок ↔ 1С за неделю
Контроль кассовых разрывов

The whole RU ecosystem, not just Yandex

Bitrix24, 1C, Ozon, Wildberries, MoySklad, Tochka — the agent works where your data and money are, not just in Yandex's ecosystem.

Action, not advice

Samreshuuu doesn't suggest what to do in the CRM — it does it and sends confirmation.

Собери P&L за апрель–май из 1С

EBITDA 1,87 млн ₽ — +21% к апрелю. Готовый XLSX отправил в Telegram.

  • Выручка — 12 480 000 ₽ · +11%
  • Себестоимость — 8 610 000 ₽ · +11%
  • Валовая прибыль — 3 870 000 ₽ · +11%
  • Операционные расходы — 2 000 000 ₽ · +3%
  • EBITDA — 1 870 000 ₽ · +21%

Файл — в Telegram. Свести по подразделениям?

Samreshuuu vs YandexGPT, point by point

Where each one is stronger — honestly.

Samreshuuu
YandexGPT
Carries the task to a finished fileданет
Performs an action in a connected serviceданет
Scheduled work 24/7данет
Business integrations (Bitrix24, Ozon, 1C)данет
Analysis of your exports and tablesдачастично
Confirmation for money and irreversible actionsданет
Native Russian languageдада
Free quick answer in Alice and Searchнетда

Dual addressing

When to use which

Both tools are good — at different things.

Choose YandexGPT when

You need a quick answer in Russian, help in Search and Alice, a free one-off query in the Yandex ecosystem.

Choose Samreshuuu when

The task must be carried to a result, business services connected (not just Yandex), and routine automated on a schedule.

FAQ

How the agent acts on your behalf — transparently and under control. Security

YandexGPT is a language model: it replies with text in Alice, Search and via API. Samreshuuu is an autonomous agent: it gathers data, builds the document and performs the action in your business services.

Samreshuuu works fluently in Russian and is tuned for RU business: marketplaces, accounting, CRM. The difference isn't language — it's that the agent does the task, not just answers.

For quick questions and search, YandexGPT is handier, especially inside the Yandex ecosystem. For repeatable tasks — reports, CRM updates, scheduled data consolidation — Samreshuuu carries the work to a finished file.

100+ integrations: Bitrix24, 1C, Ozon, Wildberries, MoySklad, Tochka, Yandex. Your data is not used for model training.

For business tasks — yes: Samreshuuu covers the whole execution. For everyday search and quick answers, YandexGPT in Alice stays handier.

Worth reading

Keep reading

Guides on this topic

Stop asking — start getting results

Set Samreshuuu a task — it carries it out in your services and sends you a finished file.

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