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Разбор AMD EPYC Venice: 256 ядер, 2-нм TSMC, два сокета и СЖО как неизбежность

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Всем привет, с вами Сергей Ковалёв, менеджер выделенных серверов в Selectel. Как инфраструктурный провайдер, мы ежедневно предоставляем клиентам серверы на процессорах AMD и Intel (и не только, но сегодня не об этом). Поэтому каждый анонс серверных процессоров от вендоров для нас — это не абстрактные слайды, а вполне конкретные вопросы: нужно ли обновлять линейку, что закупать, куда устанавливать и как все это охлаждать.

22 июля 2026 года на конференции AMD Advancing AI в Сан-Франциско представили шестое поколение серверных процессоров — AMD EPYC™ 9006 «Venice» на архитектуре Zen™ 6. Мы уже публиковали первую новость, а сегодня погрузимся в детали и оценим все преимущества и риски перехода на новую платформу. С точки зрения эксплуатации в дата-центре: сравню с текущим поколением EPYC™ 9005 Turin™, разберусь с новыми сокетами SP7 и SP8 и попробую ответить на ключевой вопрос любого владельца парка серверов — как здесь с price/performance.

Спойлер: 256 ядер, 1 ГБ кэша L3, 1,6 ТБ/с пропускной способности памяти и первый в индустрии серверный CPU с PCIe Gen 6. Впрочем, менять платформу придется целиком. Детали — под катом.

Что представили

Ключевые характеристики флагманской платформы AMD EPYC™ 9006 на сокете SP7 . Источник.
Ключевые характеристики флагманской платформы AMD EPYC™ 9006 на сокете SP7 . Источник.

Сокет SP7 анонсирован к поставкам в конце 2026 года, а SP8 — только в 2027 году.

Сокет SP7

Модель

Ядра

Потоки

Boost

База

L3, МБ

Мощность

Цена*

EPYC™ 9996

256

512

до 4,1 ГГц

2,55 ГГц

1024

600 Вт

14 904 $

EPYC™ 9966

192

384

до 4 ГГц

2,9 ГГц

768

600 Вт

14 079 $

EPYC™ 9846

168

336

до 3,7 ГГц

2,85 ГГц

768

500 Вт

13 114 $

EPYC™ 9756

128

256

до 4 ГГц

3,15 ГГц

512

500 Вт

12 498 $

EPYC™ 9G76

96

192

до 4,8 ГГц

3,4 ГГц

384

500 Вт

11 622 $

EPYC™ 9686F

96

192

до 5 ГГц

3,4 ГГц

384

500 Вт

11 434 $

EPYC™ 9656

96

192

до 3,7 ГГц

3,05 ГГц

512

400 Вт

9 713 $

EPYC™ 9586F

64

128

до 5 ГГц

3,75 ГГц

384

500 Вт

9 701 $

EPYC™ 9556

64

128

до 4,3 ГГц

2,75 ГГц

384

300 Вт

8 008 $

В таблицах приведены рекомендуемые цены от производителя.

Индекс «F» традиционно обозначает высокочастотные серверные процессоры.

Отдельно отмечу EPYC™ 9G76 — известно, что эта 96-ядерная высокочастотная модель будет штатным хост-процессором в каждом вычислительном лотке стоечного решения AMD Helios с ускорителями Instinct™ MI455X.

Сокет SP8

Модель

Ядра

Потоки

Boost

База

L3, МБ

Мощность

Цена

EPYC™ 9746

128

256

до 4 ГГц

2,9 ГГц

512

400 Вт

11 679 $

EPYC™ 9736

128

256

до 3,7 ГГц

2,7 ГГц

256

360 Вт

10 639 $

EPYC™ 9736P

128

256

до 3,7 ГГц

2,7 ГГц

256

360 Вт

9 989 $

EPYC™ 9676F

96

192

до 5 ГГц

3,1 ГГц

384

400 Вт

10 116 $

EPYC™ 9646

96

192

до 3,7 ГГц

2,8 ГГц

256

300 Вт

8 904 $

EPYC™ 9646P

96

192

до 3,7 ГГц

2,8 ГГц

256

300 Вт

8 001 $

EPYC™ 9576F

64

128

до 5 ГГц

3,55 ГГц

384

400 Вт

9 431 $

EPYC™ 9536

64

128

до 4 ГГц

3,25 ГГц

256

300 Вт

7 837 $

EPYC™ 9526

64

128

до 3,7 ГГц

2,75 ГГц

256

220 Вт

7 123 $

EPYC™ 9536P

64

128

до 4 ГГц

3,25 ГГц

256

300 Вт

6 595 $

EPYC™ 9476F

48

96

до 5 ГГц

3,65 ГГц

192

330 Вт

6 695 $

EPYC™ 9456

48

96

до 3,7 ГГц

3,2 ГГц

256

265 Вт

5 252 $

EPYC™ 9456P

48

96

до 3,7 ГГц

3,2 ГГц

256

265 Вт

4 628 $

EPYC™ 9376F

32

64

до 5 ГГц

3,8 ГГц

192

285 Вт

4 849 $

EPYC™ 9356

32

64

до 4,5 ГГц

3,6 ГГц

192

250 Вт

3 789 $

EPYC™ 9336

32

64

до 3,7 ГГц

3,15 ГГц

128

195 Вт

3 320 $

EPYC™ 9356P

32

64

до 4,5 ГГц

3,6 ГГц

192

250 Вт

2 795 $

EPYC™ 9276F

24

48

до 5 ГГц

3,8 ГГц

96

230 Вт

3 512 $

EPYC™ 9256

24

48

до 4,5 ГГц

2,85 ГГц

96

190 Вт

2 501 $

EPYC™ 9176F

16

32

до 5 ГГц

3,9 ГГц

192

200 Вт

3 787 $

EPYC™ 9116

16

32

до 4,5 ГГц

2,85 ГГц

48

160 Вт

1 200 $

EPYC™ 9016

8

16

до 4,8 ГГц

3,05 ГГц

48

130 Вт

700 $

Технические подробности

Характеристики платформы AMD EPYC™ 9006 на сокете SP8. Источник.
Характеристики платформы AMD EPYC™ 9006 на сокете SP8. Источник.

Venice — первые массовые x86-процессоры, запущенные в серийное производство на 2-нанометровом техпроцессе TSMC (N2).

Главное изменение — отказ от транзисторов FinFET (Fin field-effect transistor) в пользу нанолистовой архитектуры GAAFET (gate-all-around). Затвор охватывает канал транзистора со всех сторон, что дает лучший контроль тока и меньшие утечки. По сравнению с 3-нанометровым техпроцессом N3 TSMC, новый узел обеспечивает большую плотность транзисторов и большую производительность при меньшем энергопотреблении.

Для нас как для эксплуатанта пункт про энергопотребление ключевой. Во-первых, проблема отвода тепла со стойки с каждым новым поколением железа становится все острее. Во-вторых, энергопотребление влияет и на капитальные затраты при строительстве дата-центров, и на операционные при эксплуатации. Больше вычислений при тех же затратах на инфраструктуру — звучит отлично.

Небольшая оговорка: на N2 у AMD выполнены только вычислительные чиплеты (CCD). I/O-кристаллы традиционно производятся на более зрелом и дешевом узле.

Посмотрим на характеристики новинки.

  • Максимальное число ядер — 256 (плотные Zen™ 6c); на стандартных ядрах Zen™ 6 — до 128, высокочастотные модели — до 96 ядер с бустом до 5 ГГц.

  • Компоновка флагмана: до 8 CCD (Core Complex Die, вычислительный чиплет) и два I/O-кристалла на подложке. Стандартный CCD — 12 ядер и 48 МБ L3, плотный — 32 ядра и 128 МБ L3. Число чиплетов и активных ядер варьируется от модели к модели.

  • Память: на сокете SP7 — 16 каналов DDR5-8000 (с MRDIMM Gen2 до 12 800 МТ/с) и пропускная способность до 1,6 ТБ/с на сокет; на SP8 — 8 каналов с поддержкой двух модулей на канал.

  • PCIe Gen 6 — первый серверный процессор с поддержкой этого стандарта: 128 линий в односокетной конфигурации и до 160 в двухсокетной. Слот x16 дает порядка 128 ГБ/с в каждую сторону. Поверх PCIe 6.0 поддерживается CXL 3.1 для подключения внешних пулов памяти.

  • Энергопотребление — до 600 Вт на сокет у флагманов SP7 (модели SP8 — от 130 до 400 Вт). AMD при этом отказывается от привычной метрики TDP в пользу «Default CPU Power» — показателя, учитывающего суммарное потребление и вычислительных, и I/O-кристаллов.

  • Полноценные 512-битные блоки AVX-512 реализованы во всей линейке, включая плотные Zen™ 6c, поэтому весь модельный ряд одинаково исполняет один и тот же код. Добавлены инструкции для ML-форматов пониженной точности (AVX512_FP16, AVX_VNNI_INT8, AVX_NE_CONVERT), которые ускоряют инференс в FP16/BF16/INT8 на CPU. Также добавлены инструкции AVX512_BMM для умножения битовых матриц и AVX-IFMA для криптографии и вычислений с большими числами.

Что это значит для индустрии

Больше всего получат от Venice облака и AI-инфраструктура. Для задач виртуализации достаются 256 ядер на сокет и утроенная пропускная способность памяти — это больше виртуальных машин со стойки без деградации производительности, ведь зачастую в память многоядерные конфигурации упираются раньше, чем в ядра.

ML-нагрузкам адресованы PCIe Gen 6 (быстрее кормить GPU данными) и новые инструкции пониженной точности, позволяющие гонять легкий инференс — эмбеддинги, векторный поиск, небольшие модели — прямо на CPU, не занимая дорогие ускорители.

В общих серверных задачах связка более быстрой памяти и периферии тоже даст прирост: в первую очередь его почувствуют базы данных, оркестраторы, микросервисы и монолиты с интенсивным I/O — но здесь дождемся независимых тестов и бенчмарков, пока все цифры от самой AMD.

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Открытым остается вопрос охлаждения 600-ваттных процессоров: индустрия безоговорочно уходит от воздушного охлаждения в сторону жидкостного. Даже если удается охладить воздухом конкретный 1200-ваттный сервер с двумя сокетами, то вопрос масштабирования таких решений на целую стойку или машзал остается в воздухе.

Что изменилось по сравнению с поколением AMD EPYC 9005

Сравнение производительности AMD EPYC™ 9996 (Venice) с прошлым поколением EPYC™ 9965 (Turin), Intel® Xeon® 6980P и AWS Graviton5 в агентных AI-нагрузках. Источник.
Сравнение производительности AMD EPYC™ 9996 (Venice) с прошлым поколением EPYC™ 9965 (Turin), Intel® Xeon® 6980P и AWS Graviton5 в агентных AI-нагрузках. Источник.

Формальные изменения я добавил в таблицу:

Параметр

EPYC™ 9005 Turin™ (Zen™ 5)

EPYC™ 9006 Venice™ (Zen™ 6)

Техпроцесс CCD

TSMC 4 нм / 3 нм (FinFET)

TSMC 2 нм (GAAFET)

Макс. ядер / потоков

192 / 384 (Zen™ 5c)

256 / 512 (Zen™ 6c)

Макс. стандартных ядер

128 (Zen™ 5)

128 (Zen™ 6)

Макс. высокочастотных ядер

64 (Zen™ 5)

96 (Zen™ 6)

Макс. L3 на сокет

512 МБ

1024 МБ

Сокет

SP5 (единый на всю линейку)

SP7 + SP8 (два разных сокета)

Каналы памяти

12 × DDR5-6400

SP7: 16 × DDR5-8000, MRDIMM до 12 800 МТ/с; SP8: 8 каналов (2DPC)

Пропускная способность памяти

до 576 ГБ/с на сокет

до 1600 ГБ/с на сокет

PCIe

128 линий Gen 5 (1P), до 160 (2P)

128 линий Gen 6 (1P), до 160 (2P)

CXL

2.0

3.1

AVX-512

полные 512-бит блоки

полные 512-битные блоки + новые AI-инструкции

Мощность

до 500 Вт (TDP)

до 600 Вт («Default CPU Power»)

Заявленный прирост
к прошлому поколению

+80% производительности и эффективности, +30% плотности потоков

Неформально расскажу, за что мы любили AMD 9005 Turin™ и его ближайшего брата, предшественника AMD 9004 Genoa™.

Во-первых, за многоядерность и возможность собрать один сервер c 384 ядрами и 768 потоками. Здесь AMD идут дальше и увеличивают максимальное число ядер до 256 на сокет с 512 потоками. На два сокета — больше 1 000 потоков!

Во-вторых, за совместимость. Напомню, оба поколения базировались на сокете SP5, а на большинстве платформ для 9005 работала совместимость с 9004 (но не наоборот). А в предыдущей линейке один сокет вообще охватывал три поколения от 7001 до 7003. Прогресс идет и AMD Venice обновляет сокеты, но начинает разделение на два несовместимых сокета SP7 и SP8. Увы, это приведет к большей номенклатуре платформ и лишним затратам. Предпосылки к этому уже были, так, например, платформа Asus RS720A-E13-RS24 уже поддерживала только процессоры с TDP до 400 Вт, а для флагманов нужны были отдельные платформы. Однако, по секрету, при небольших доработках охлаждения все прекрасно работало и на ней, ключевое — одинаковый сокет. Сейчас, увы, в два раза больше платформ, в два раза больше номенклатуры и ЗИПов.

В-третьих, за высокочастотную линейку F. Шутка ли, AMD EPYC™ 9475F с 48 ядрами и 3,65 ГГц базовой частоты решала задачи большинства приложений, требовательных к характеристикам одного ядра/потока. В 9006 все остается на своих местах, линейка сохранена, частоты немного подросли, а максимальное количество таких ядер выросло с 64 до 96.

В-четвертых, за лучшую производительность на рубль затрат по сравнению с Intel. Возможно, это особенности отдельных локальных рынков, но при прочих равных характеристиках AMD зачастую удается покупать значительно дешевле, чем Intel. Сохранится ли тенденция в новом поколении — скоро узнаем, заявленные публичные цены располагают к надежде.

Первые бенчмарки: цифры от AMD

Сравнение производительности AMD EPYC™ 9996 с прошлым поколением AMD EPYC™ 9965 и Intel® Xeon® 6980P в научных HPC-нагрузках. Источник.
Сравнение производительности AMD EPYC™ 9996 с прошлым поколением AMD EPYC™ 9965 и Intel® Xeon® 6980P в научных HPC-нагрузках. Источник.

Все результаты ниже — собственные тесты AMD на собственных стендах, независимых замеров пока нет (Phoronix уже анонсировал тестирование без ограничений со стороны вендора — ждем). Тем не менее AMD, в отличие от многих, опубликовала абсолютные значения в сносках, что позволяет хотя бы проверить арифметику.

Основной фокус презентации — «агентные AI-нагрузки»: оркестрация, подготовка данных, векторный поиск, веб-серверы, базы данных.

Соперники в тестах: Intel® Xeon® 6980P (128 ядер, Granite Rapids), AWS Graviton5 и предыдущее поколение EPYC™ (9755 и 9965).

Нагрузка

Метрика

Xeon® 6980P

Graviton5

EPYC™ 9755

EPYC™ 9965

EPYC™ 9996

NGINX (WRK)

запросов/с

10,16 млн

15,33 млн

17,91 млн

24,32 млн

28,79 млн

TPCx-AI

AIUCpm

1750

2445

2704

3459

5983

FAISS (векторный поиск)

QPS

316 069

119 179

369 252

472 079

751 453

Enterprise (TPC-H/TPC-C/Redis)

геосреднее

2,28 млн

2,98 млн

2,55 млн

3,87 млн

6,05 млн

Итого по версии AMD: прирост поколения к поколению 1,2–1,7x в зависимости от нагрузки, а отрыв от Xeon® 6980P от 2,3x до 3,4x. В облачных нагрузках AMD приводит цифры 3,5x на MongoDB, 2,9x на Redis, 3,7x на NGINX и 2,6x на MySQL относительно того же 6980P.

В SPECrate 2017 Integer расклад по данным AMD: EPYC™ 9996 — 4900 баллов, EPYC™ 9965 (Turin™) — 3240, Xeon® 6980P — 2510, Arm® AGI — 1944, NVIDIA® Vera — 1459. Против Vera на едином компиляторе (GNU 15.2) AMD заявляет 2,2x по пропускной способности и 1,2x по производительности на ядро для 96-ядерной высокочастотной модели.

Важная оговорка: часть цифр конкурентов — оценки AMD, а для сравнения удельной производительности компания использует 128-ядерную конфигурацию, а не 256-ядерную. Это намекает, что на полном 256-ядернике производительность на ядро закономерно проседает.

Четыре линейки вместо одной

AMD EPYC™ 9006X (Venice-X) на сокете SP7. Источник.
AMD EPYC™ 9006X (Venice-X) на сокете SP7. Источник.

AMD идет дальше и официально сегментирует Venice на четыре продуктовые линейки. Такой подход напоминает разделение Xeon® у Intel.

Линейка

Сокет

Назначение

Особенности

Доступность

EPYC™ 9006

SP7

Флагманские серверы, гиперскейлеры, HPC

До 256 ядер, 16 каналов DDR5, PCIe Gen 6

Q4 2026

EPYC™ 9006

SP8

Корпоративный сегмент, edge, малые кластеры

От 8 до 128 ядер, 8 каналов памяти (2DPC)

H1 2027

EPYC™ 9006X (Venice-X)

SP7

HPC с большими кэшами

3D V-Cache, до 1152 МБ L3, до 5,15 ГГц

H2 2027

EPYC™ 9006 LP (Verano)

SP8

Хост-процессор для AI-узлов

До 72 ядер, 24 канала LPDDR5X (SOCAMM2), до 5 ГГц

H2 2027

Venice-X как ответ на запросы HPC: до 1152 МБ L3 на сокет за счет стековых кристаллов кэша, размещенных под CCD (что позволяет держать частоты до 5,15 ГГц). Один из крупных гиперскейлеров на Западе уже анонсировал развертывание Venice-X в своих инстансах.

Verano позиционируется как хост-CPU для AI-серверов и прямой конкурент NVIDIA® Vera. Вице-президент AMD Рави Куппусвами на презентации даже пошутил, назвав чип «Vera-No». Память LPDDR5X на сменных модулях SOCAMM2 —это ставка на пропускную способность при умеренном энергопотреблении, аналогично решению у NVIDIA®.

Немного про конкуренцию с Intel

Сравнение производительности AMD EPYC™ Venice с Arm®-процессором NVIDIA® Vera в бенчмарке SPECrate®2026_int_base. Источник.
Сравнение производительности AMD EPYC™ Venice с Arm®-процессором NVIDIA® Vera в бенчмарке SPECrate®2026_int_base. Источник.

Intel® немного сыграла на опережение по срокам со своими Xeon® 6+ «Clearwater Forest». Поколение было показано на MWC и официально запущено на Computex в июне 2026-го. Серверы от вендоров и процессоры доступны уже сейчас, тогда как первые системы на Venice приедут только в четвертом квартале. Напомню, что у Intel продуктовая линейка устроена иначе: P-ядра и E-ядра разведены по отдельным семействам.

Новый E-ядерный Xeon® 6+ «Clearwater Forest» в флагмане 6990E+ несет 288 ядер, но без Hyper-Threading, то есть все те же 288 потоков на сокет. Против 256 ядер и 512 потоков плотного Venice — это выигрыш по физическим ядрам и почти двукратный проигрыш по потокам, а виртуализация и облака считают именно потоки.

С P-ядрами ситуация иная: актуальной остается линейка прошлого поколения Xeon® 6 «Granite Rapids» образца конца 2024 года. В ней максимум 128 ядер и 256 потоков у флагмана 6980P. Проигрыш в два раза. Именно этому процессору двухлетней давности предстоит держать оборону против свежего Venice в сегменте производительных ядер как минимум до 2027 года. Что объясняет, почему AMD во всех бенчмарках презентации била именно в 6980P. Смена P-ядерного поколения Xeon® 7 «Diamond Rapids» ожидается в 2027-м, официальных цифр пока нет.

Также у Intel нет и прямого ответа на высокочастотную F-линейку AMD. Это заметная дыра в портфеле, которую не сравнить с девятью моделями Venice с бустом 5 ГГц, вплоть до 16-ядерного 9176F с базой 3,9 ГГц против 3,2 ГГц у Xeon® 6517P. Вместо выделенной частотной линейки Intel предлагает технологию SST-PP: на части SKU можно переключать профили «больше ядер на меньшей частоте» и «меньше ядер на большей частоте», а также выделять high-priority ядра с повышенной базой. Гибко, но паритета с F-серией это не дает. А E-ядерный Clearwater Forest в частотную гонку не играет по определению.

По ценам осторожно предположу, что тенденция сохранится и AMD по производительности на рубль затрат останется в лидерах, продолжая наш текущий опыт.

По платформе все по-прежнему: Clearwater Forest проигрывает Venice по каналам памяти (12 против 16), линиям PCIe (96 Gen 5 против 128 Gen 6 и, как следствие, вчетверо по суммарной пропускной способности I/O), а также по пропускной способности памяти.

По энергопотреблению картина неоднородная: E-ядерный Clearwater Forest скромнее (300–450 Вт, а в пересчете на ядро — самый экономичный из всех), но P-ядерный 6980P со своими 500 Вт на 128 ядер от Venice почти не отстает.

И вызовы NVIDIA

Третьим участником, которого AMD демонстративно задирала на презентации, была NVIDIA с Arm-процессором Vera. Сразу оговорюсь, что это нишевый конкурент для EPYC™ и Xeon®. Ведь Vera — это 88-ядерный чип на кастомных Arm-ядрах, спроектированный под одну конкретную роль: хост-процессор в GPU-системах NVIDIA, где он живет в связке с ускорителями Rubin внутри стоечных NVL-платформ. Купить Vera «просто под базу данных» нельзя и незачем, в универсальных нагрузках он ожидаемо слаб (в SPECrate-оценках AMD — 1459 баллов против 4900 у Venice, то есть втрое ниже).

Но в своей нише это серьезный игрок. Его сильная сторона — 1,2 ТБ/с пропускной способности LPDDR5X при низком энергопотреблении. А предшественник Vera, чип Grace®, уже доказал жизнеспособность подхода. Риск для x86-лагеря понятен: чем больше AI-стоек собирается целиком из компонентов NVIDIA, тем меньше сокетов остается EPYC™ и Xeon® в самом быстрорастущем сегменте рынка.

Ответ AMD двойной. Venice SP7 перекрывает Vera по памяти при сравнении «в лоб» (1,6 против 1,2 ТБ/с) и, по расчетам AMD на едином компиляторе, обыгрывает на 20% даже по производительности на ядро. А специализированный Verano на 24 каналах LPDDR5X с модулями SOCAMM2 — как зеркальный клон концепции Vera под сокет SP8, вплоть до шутки вице-президента AMD, назвавшего чип «Vera-No». Дополняет картину наличие собственных стоечных решений и GPU у AMD, но исторически на этом рынке пока сильнее NVIDIA. Узнаем, насколько «пока»?

Экосистема — платформы под Venice уже анонсированы

Новая линейка серверов ASUS на базе процессоров AMD EPYC™ 9006. Источник.
Новая линейка серверов ASUS на базе процессоров AMD EPYC™ 9006. Источник.

Хотя первые SP7-процессоры поедут заказчикам только в четвертом квартале, в течение недели после презентации свои линейки показали практически все крупные производители. Для нас это хороший знак: экосистема будет готова к старту поставок, а не через полгода после.

Supermicro представили семейство H15: двухпроцессорные флагманы Hyper, одно- и двухсокетные CloudDC, многоузловые GrandTwin (2U) и FlexTwin (1OU), All-Flash хранилища Petascale Storage и SuperBlade®. Отдельно дебютировали GPU-серверы AS-5126GS-TNRT/TNRT2 (5U, воздушное охлаждение) на восемь и десять ускорителей AMD Instinct™ MI350P, а также анонсировано партнерство по стоечной платформе Helios AI с 72 ускорителями MI455X. Supermicro нам известны, в частности ожидаем, что придет на смену односокетным платам взамен H13SSL. Как мы разобрали выше, теперь их будет минимум две, но для «старшего» сегмента такое решение пока сомнительно.

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ASUS показали классику жанра для корпоративного сегмента в их исполнении: двухсокетные RS700A (1U) и RS720A (2U), односокетные RS500A (1U) и RS520A (2U). Примечательно, что все четыре модели построены на «младшем» сокете SP8 с процессорами до 400 Вт. Двухсокетные модели получили 32 слота DDR5 (DIMM-8000 / MRDIMM-11200), PCIe 6.0, OCP 3.0, корзины под NVMe вплоть до 32 × E3.S и блоки питания 80 PLUS Titanium. Это подтверждает тезис, что массовый сегмент помчит именно на SP8-волне.

MSI развернулись широко по форм-факторам: 11 моделей от классических 19″ до 21″ ORv3-стоек, с воздушным и жидкостным охлаждением, включая многоузловые машины (два узла по два SP7-процессора в 1OU с СЖО — серьезная плотность). Флагманская GPU-платформа CG681-S6093 (6U, СЖО) базируется на два Venice и восемь NVIDIA® RTX™ Pro 6000 Blackwell Server Edition, причем ускорители тоже включены в жидкостный контур.

Giga Computing (Gigabyte) первыми назвали конкретный срок поставок — ноябрь 2026-го. Это две DLC-модели: R165-DG2-CS1 (1U, один SP7 до 600 Вт, закрытый контур с детекцией протечек) и B685-D80-LS1 — 10-узловой монстр 6U, где каждый узел несет два процессора до 500 Вт при полностью жидкостном охлаждении узла. Двадцать процессоров Venice в шести юнитах — как наглядная иллюстрация того, куда движется плотность.

Dell перекроили модельный ряд PowerEdge под новинку еще в мае. Для шестого поколения AMD EPYC™ заведена 9000-я серия: двухсокетный R9825 (3U) и односокетный R9815 (2U) с воздушным охлаждением. Флагманский M9825 с жидкостным охлаждением ставится в заводские ORv3-стойки IR7000 с подводом до 480 кВт. Вся тройка доступна во втором полугодии 2026 года, GPU-модели XE5845/XE7845 и остальная линейка из шести моделей — в 2027-м.

ASRock Rack показали на Advancing AI плату VENICED16-2L+ и сервер 2U24E-VENICE.

Общая картина по анонсам формирует некоторые наблюдения. Первое: почти все флагманские SP7-платформы либо сразу проектируются под Direct Liquid Cooling, либо имеют дополнительную жидкостную версию. Потому что 600-ваттные сокеты воздухом в плотной компоновке вытянуть архисложно. Второе: вендоры четко разводят SP7 и SP8 по разным продуктовым линиям, так что двойная номенклатура платформ — как свершившийся факт.

Заключение

Подведу итоги как сотрудник, который эти процессоры поставит в стойки в виде инфраструктуры для клиентов.

Первое: Turin™ еще поживет, причем поживет хорошо. Пока SP7-системы доедут до рынка (а это случится не раньше конца 2026 года), пока SP8-волна догонит в 2027, пока устаканятся реальные, а не рекомендованные цены — в общем пройдет год-полтора. Все это время EPYC™ 9005 остается лучшей доступной платформой AMD. С понятными ценами и перформансом.

Второе: разделение на две платформы — плохо, но, видимо, технологически иначе никак. Скорее всего, 16 каналов памяти, PCIe Gen 6 и 600 Вт питания в универсальный сокет просто не упаковываются, а тащить всю эту дорогую обвязку в восьмиядерный сервер начального уровня действительно экономически бессмысленно. Понять можно, принять чуть сложнее: двойная номенклатура принесет издержки. Хорошая новость в том, что лягут они в первую очередь на флагманский сегмент. Флагманы станут немного дороже для конечного клиента, но незначительно, на фоне стоимости 256-ядерного процессора и необходимой для него памяти.

Третье: по технике безоговорочно «надо брать». Почти утроенная пропускная способность памяти, вдвое больше кэша на ядро, первый PCIe Gen 6, единый AVX-512 по всей линейке и 512 потоков на сокет. Отдельно радует, что F-линейка сохранена и выросла до 96 ядер на 5 ГГц: частотный сегмент, где Intel ответить сейчас нечем, остается за AMD полностью и востребован рынком.

Четвертое: воздух для флагманов все менее актуален. Формально 600-ваттный сокет еще охлаждается воздухом, есть решения, например у Dell. Но тренд читается однозначно: Gigabyte выпускает первые SP7-модели только с DLC, у каждого вендора жидкостная линейка. Любая плотная компоновка, например сокет в 1U или два узла в 1OU, без СЖО уже невозможна. Мы уже прорабатываем решения по жидкостному охлаждению в наших дата-центрах.

Пятое: бенчмарки интересны, но пока бессмысленны без цен. Все цифры — от AMD, с оценками конкурентов вместо их официальных результатов. Это классика новых запусков, страдают этим все вендоры. Но даже независимые тесты сами по себе ответа не дадут: нам, как инфраструктурному провайдеру, важна не производительность в вакууме, а производительность на затраченный рубль. С учетом реальной, фактической цены процессора, стоимости платформы, памяти и охлаждения. Рекомендованные прайсы обнадеживают, но что покажут прайс-листы поставщиков — узнаем ближе к концу года. Тогда и посчитаем честную экономику нового решения.

И шестое, про GPU. Самое интересное в Venice, возможно, вовсе не CPU-сегмент. AMD очевидно строит вертикаль против NVIDIA: высокочастотный 9G76 — как штатный хост в стойках Helios с ускорителями MI455X, Verano — как зеркальный ответ на Vera, а PCIe Gen 6 и 1,6 ТБ/с памяти — чтобы «кормить» ускорители без узких мест. Битва за то, чей процессор будет стоять рядом с GPU в AI-стойках, только начинается. Для рынка конкуренция практически всегда идет на пользу, поэтому мы продолжаем следить за новинками, оставайтесь с нами.

Источник

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    I'm willing to share my experience with Bitcoin investment and losing money to scammers. But yes, recovering stolen Bitcoin is possible. I never believed in Bitcoin recovery myself, because I was told it couldn't be done. Then, last October, I fell for a forex scam that promised unrealistically high returns, and I ended up losing nearly $70,000. I searched for help for about a month until I finally found a Reddit article about recovering stolen cryptocurrency. I reached out to the contact mentioned: [RESQPROFIRM [at] AOL DOT com] and [WhatsApp +19852969146]. I was scared and skeptical because I'd heard horror stories, but I decided to give them a try. To my surprise, I got all my stolen Bitcoin back from the scammers in a very short time. I'm not sure if I'm allowed to post links here, but you can contact them if you need help too.

  • 15.06.26 16:58 Guimar da Rosa

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  • 15.06.26 17:03 Andrea Escalante

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  • 16.06.26 11:40 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 16.06.26 11:43 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 16.06.26 13:37 Felix Steve

    MY CRYPTO WAS STOLEN – HERE'S HOW I GOT IT BACK I'm Felix Steve from Canada, and I lost $115,000 USDC to a fraudulent broker who locked me out of my wallet. After sleepless nights, a friend told me about RESQPROFIRM Recovery Service. I sent them my wallet addresses, transaction history, and chat logs. Their team used blockchain tracking to trace the stolen funds, identified the scammer's wallet, and froze the assets before they could be moved. Within 24 hours, most of my crypto was recovered. I can't thank them enough. If you need help, reach out via WhatsApp: +19852969146, email: [email protected], or TG: @resqprofirm.

  • 16.06.26 13:45 Wills ben

    SUCCESSFUL CRYPTO SCAM RECOVERY – HOW I REGAINED ACCESS TO MY LOST WALLET My name is Felix Steve, and I'm from Canada. I'm sharing my story to help others who have fallen victim to crypto fraud. A few months ago, I was lured into a fake investment scheme promoted by a broker company. With Bitcoin prices climbing, I invested heavily—only to lose $115,000 USDC when the broker locked me out of my wallet and assets. It was a harrowing experience that left me sleepless and desperate. Crypto scams are on the rise, often involving bogus trading platforms, phishing, and misleading promises. In my search for help, a fellow crypto enthusiast recommended RESQPROFIRM Recovery Service, which specializes in recovering lost or stolen funds. After checking their reviews, I reached out and supplied all the evidence—wallet addresses, transaction records, and communication logs. Their team responded immediately and launched an investigation. Using advanced blockchain tracking, they traced the stolen funds, pinpointed the scammer's wallet, and worked with authorities to freeze the assets in time. Remarkably, within just 24 hours, RESQPROFIRM recovered the bulk of my stolen crypto. I was overwhelmed with relief and gratitude. Their professionalism, transparency, and steady communication made all the difference during a very dark period. If you've been scammed, I wholeheartedly recommend contacting them via WhatsApp: +19852969146, email: [email protected], or Telegram: @resqprofirm.

  • 18.06.26 13:31 Noemi Bernard

    I never expected such outstanding results. The outcome far exceeded my expectations, and I am extremely satisfied with the successful recovery of my stolen funds totaling $49,360 from my blockchain wallet. I hold this team in the highest regard. Without a doubt, they are among the most dedicated professionals in the field of fund recovery. Keep up the exceptional work! Email: [email protected] WhatsApp: +1 985 296 9146

  • 18.06.26 13:35 Carter Morris

    My experience improved significantly thanks to ResQprofirm's expert assistance and attentive customer care. Their professionalism was evident every step of the way they were able to track and recover my stolen crypto $88,360, email: [email protected], WhatsApp +19852969146.

  • 18.06.26 13:40 Kuybida Andriyiv

    I recovered my $232,000 refund through the assistance of [email protected] and WhatsApp +19852969146. Their guidance was very helpful.

  • 20.06.26 14:57 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 20.06.26 14:57 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 21.06.26 11:09 Maurizio Rolland

    I would like to express my sincere appreciation to RESQPRO FIRM for their outstanding assistance in helping victims of online fraud. Many scammers deceive investors by blocking withdrawals and continuously demanding additional deposits, making the loss of hard-earned funds a painful experience. Fortunately, RESQPRO FIRM provides support to individuals seeking to recover funds lost to fraudulent online schemes. Contact: Email: RESQPRO FIRM at Gmail Telegram: RESQPROFIRM, [email protected], WhatsApp: +1 985 296 9146

  • 21.06.26 11:13 Buse Fahri

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  • 21.06.26 11:16 علیرضا گلشن

    The successful recovery of my stolen funds, totaling $1,310,000, would not have been possible without your unwavering support, dedication, and tireless efforts. I am truly grateful for the opportunity to work with such a skilled and professional team. From the very beginning, I had confidence in your ability to handle this challenging situation, and you exceeded my expectations by delivering remarkable results. Your expertise, persistence, and commitment throughout the process were exceptional. I encourage you to continue maintaining the high standards of professionalism and excellence that distinguish your work. You exemplify the qualities of a trustworthy, dedicated, and hardworking professional, and your efforts deserve sincere recognition and appreciation. Contact: Email: [email protected], [email protected], Telegram: Resqprofirm WhatsApp: +1 985 296 9146

  • 22.06.26 21:51 kimberlyhebert786

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 22.06.26 21:51 kimberlyhebert786

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 24.06.26 01:25 Fraddy Pual

    I never thought it would happen to me—but I lost $256,100 in Bitcoin through a shady investment deal. I was shattered, panicked, and convinced my savings were gone forever. Just when I was about to give up, I stumbled upon reviews for FUNDSRETRIEVER, a cyber recovery team with a solid reputation. I decided to give it a shot, and to my absolute shock, they recovered every single cent in record time. Working with them was a lifesaver. If you've been tricked by fake investment platforms, don't lose hope—FUNDSRETRIEVER can help. Contact them here: Email: [email protected] | WhatsApp: +1603512144 8| Telegram: @Fundsretriever

  • 24.06.26 01:27 Fraddy Pual

    I never thought it would happen to me—but I lost $256,100 in Bitcoin through a shady investment deal. I was shattered, panicked, and convinced my savings were gone forever. Just when I was about to give up, I stumbled upon reviews for FUNDSRETRIEVER, a cyber recovery team with a solid reputation. I decided to give it a shot, and to my absolute shock, they recovered every single cent in record time. Working with them was a lifesaver. If you've been tricked by fake investment platforms, don't lose hope—FUNDSRETRIEVER can help. Contact them here: Email: [email protected] | WhatsApp: +16035121448 | Telegram: @Fundsretriever

  • 24.06.26 01:28 Fraddy Pual

    I never thought it would happen to me—but I lost $256,100 in Bitcoin through a shady investment deal. I was shattered, panicked, and convinced my savings were gone forever. Just when I was about to give up, I stumbled upon reviews for FUNDSRETRIEVER, a cyber recovery team with a solid reputation. I decided to give it a shot, and to my absolute shock, they recovered every single cent in record time. Working with them was a lifesaver. If you've been tricked by fake investment platforms, don't lose hope—FUNDSRETRIEVER can help. Contact them here: Email: [email protected] | WhatsApp: +16035121448 | Telegram: @Fundsretriever.

  • 24.06.26 01:58 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.06.26 01:58 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.06.26 14:16 Universina da Mota

    Becoming a victim of an investment scam is never anyone's intention it often happens because fraudsters exploit trust and a lack of awareness. I would like to express my sincere gratitude to the dedicated team at ResQpro for their professionalism and commitment to helping victims of online investment fraud. Their efforts in assisting individuals with the recovery of stolen assets and holding scammers accountable are truly commendable. If you need assistance or would like to learn more, you can contact them through: Email: [email protected] Alternative Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 (985) 296-9146

  • 24.06.26 14:21 Elizabeth Thompson

    If you believe you have been the victim of an investment scam, it is important to act promptly and gather all relevant information. Keep records of transaction receipts, wallet addresses, communication logs, account details, and any other evidence related to the incident. Providing accurate documentation can help investigators, financial institutions, legal professionals, or recovery specialists review your case and determine what options may be available. Be cautious of anyone who guarantees the recovery of lost funds or requests large upfront payments. For additional information, you may contact: Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 (985) 296-9146

  • 24.06.26 15:33 Júlia Castro

    If you have fallen victim to an investment scam, it is important to act quickly and gather all available evidence related to the incident. This may include transaction records, wallet addresses, screenshots of conversations, emails, account details, and any information connected to the individuals or entities involved. Having complete documentation can help professionals assess your situation and explore possible recovery options. Always exercise caution when seeking assistance and carefully verify the credentials of any service provider before proceeding. For further information, you may contact: Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 (985) 296-9146

  • 24.06.26 22:01 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.06.26 22:01 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 25.06.26 21:13 Emilie Safi

    A fraudulent investment scheme operated by BTCMining.limited functions as a fake return scam. In this setup, scammers lure victims with false promises of high returns. Through manipulative tactics, they gain individuals' trust and convince them to invest, ultimately leading to financial loss. If you have ever faced a cyber threat or fallen victim to an online crypto scam and need to reach the authorities, I recommend contacting [email protected], [email protected], WhatsApp +19852969146, telegram @resqprofirm. They are a legitimate team that helps victims of online crypto scams using advanced tools.

  • 25.06.26 21:25 Emilie Safi

    So I ended up losing $38,000 to this platform. At first, they kept asking me to put in more money so I could get into my portfolio. I did that, but then they wouldn’t let me withdraw anything—just kept asking for more deposits. It got way too suspicious, so I stopped. I found this company called ResQProfirm on Google and told them what happened. They got in touch, asked me to walk them through everything, and I gave them all the proof I had. They did an amazing job tracking down my money and getting it back. Big thanks to them at [email protected] and on WhatsApp at +19852969146. Please be careful out there and always research before investing.

  • 26.06.26 01:04 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 26.06.26 01:04 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 26.06.26 02:48 Miriam Rocha

    I trusted this platform with $120,000 of my hard-earned money. Then they started asking for more deposits just so I could access my own portfolio. I paid, but every withdrawal request was denied. They kept pushing for more money. I finally stopped it just felt wrong. Desperate, I found ResQProfirm on Google. They didn't just hear me out; they truly listened. I shared all my proof, and they launched an investigation. Thanks to their hard work, they tracked and returned my funds. From the bottom of my heart, thank you to [email protected] and their WhatsApp +19852969146. Please stay safe and always verify a platform before investing

  • 26.06.26 02:52 Miško Bakić

    I got my $232,000 refund thanks to [email protected] and WhatsApp +19852969146. Highly recommended for anyone in a similar situation.

  • 26.06.26 02:56 Asunción Herrera

    A recovery of $48,330 was facilitated by [email protected]. Individuals who have experienced financial fraud may consider contacting this service.

  • 26.06.26 15:05 Riley Stephens

    If withdrawals keep getting denied, stay calm. I went through the same, and this firm helped me recover everything. Their assistance was outstanding. Contact: [ResQProFirm @Gmail|•|com], Telegram: ResQprofirm, WhatsApp: <+198> <5296> <9146>.

  • 26.06.26 15:09 Antonio Riley

    Withdrawal troubles shouldn’t stress you out. I faced a similar problem, and this firm stepped in and recovered my funds. Their support truly mattered. Contact them: [[email protected], ResQprofirm @aol.com], Telegram: ResQprofirm, WhatsApp: +19852969146.

  • 28.06.26 00:37 kimberlyhebertt673

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  • 28.06.26 00:37 kimberlyhebertt673

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  • 18.07.26 23:51 bernalzenaida

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  • 19.07.26 19:53 kimberlyhebertt6877

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  • 19.07.26 19:53 kimberlyhebertt6877

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  • 19.07.26 19:54 kimberlyhebertt6877

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  • 30.07.26 00:04 Ahmed

    A really cool analysis, thank you. I was especially struck by how strictly the order is defined: data processing and formatting come first, with color only at the very end. This really saves you from the typical mistake of "first a pretty palette, then we figure out what the chart is for." And the palette validator with OKLCH + colorblindness check is absolutely fantastic; you almost never see that in regular tools. By the way, while reading about rank-trajectory and the logarithmic scale, I immediately remembered how convenient it is to analyze dynamics on charts in ExpertOption—I've been trading there for quite some time now. When the data is well visualized, decisions are noticeably easier and more relaxed. I also liked the point about "no more than eight colors" and the dual-axis ban. Strict restrictions sometimes actually produce better results than complete freedom. I'll try this approach myself.

  • 30.07.26 17:27 wendytaylor015

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  • 03.08.26 20:06 Philip

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  • 04.08.26 11:05 Kisnoles

    Excellent analysis, thank you. I was particularly struck by how rigidly the skill sets the order: data processing and form come first, with color coming last. This really cures the habit of "first a pretty palette, then we'll figure it out." A palette validator using OKLCH + color blindness + WCAG is something most chart generators lack. And regarding the boundaries of competence, it's very clear. Where there's a self-checking loop (color), you delegate freely. Where there's a heuristic (form, data interpretation), you remain the final filter. This is a universal principle, not just for /dataviz. By the way, when you look at trading dashboards (including those of decent platforms like ExpertOption), it's immediately clear who thought about readability and who just threw in rainbow lines. Tools like this skill could greatly improve the quality of analytics. Thanks again for the detailed analysis – saved.

  • 04.08.26 12:37 kimberlyhebertt6877

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  • 04.08.26 12:37 kimberlyhebertt6877

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