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Wednesday, August 20, 2025
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  • AI
    Artificial Intelligence

    Streamline employee training with an intelligent chatbot powered by Amazon Q Business

    Artificial Intelligence

    Writing Your First GPU Kernel in Python with Numba and CUDA

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  • Apple
    iPhone 17 ‘Liquid Silicone’ case design shows new feature in video

    iPhone 17 ‘Liquid Silicone’ case design shows new feature in video

    This is probably the strangest Beats collaboration in the Apple era

    This is probably the strangest Beats collaboration in the Apple era

    M4 Mac mini $499, 24GB M3 MacBook Air, more 9to5Mac

    M4 Mac mini $499, 24GB M3 MacBook Air, more 9to5Mac

    How to turn off headphone volume limit warnings on iPhone and iPad

    AirPods Pro 2 seem set for another surprise upgrade at iPhone 17 event

    Apple submits bid for rights to MLB Sunday Night Baseball

    Report: Apple strikes out of baseball coverage on Apple TV+, Friday Night Baseball to end

    August 19, 2025 – iOS 26 beta 7 new features

    This one new feature might finally bring me back to the Mac in 2025

    MacBook Pro just got a Thunderbolt 5 SSD option that rivals built-in storage

    SanDisk Creator Phone SSD review: Specs, features, price

    SanDisk Creator Phone SSD review: Specs, features, price

    CarPlay just arrived as a free OTA update for one of the fastest-growing EVs

    CarPlay just arrived as a free OTA update for one of the fastest-growing EVs

  • ComputerWorld
    Microsoft pushes Copilot directly into Excel cells

    Microsoft pushes Copilot directly into Excel cells

    MIT study: 95% of corporate genAI projects fall short of success

    MIT study: 95% of corporate genAI projects fall short of success

    Q&A: Wolters Kluwer CIO touts his company’s ‘AI toolbox’ and benefits

    Q&A: Wolters Kluwer CIO touts his company’s ‘AI toolbox’ and benefits

    Anthropic’s Claude models can now shut down harmful conversations

    Anthropic’s Claude models can now shut down harmful conversations

    Spotlight is much better in macOS Tahoe — here’s what’s new

    Spotlight is much better in macOS Tahoe — here’s what’s new

    Google to pay $36M fine in Australia over anticompetitive Android search deals

    Google to pay $36M fine in Australia over anticompetitive Android search deals

    Acclimatize to fear: How to be a successful startup founder

    Acclimatize to fear: How to be a successful startup founder

    Questionable AI work habits rampant among US firms

    Questionable AI work habits rampant among US firms

    Nvidia: ‘Graphics 3.0’ will drive physical AI productivity

    Nvidia: ‘Graphics 3.0’ will drive physical AI productivity

  • Gaming
    The Legend of Zelda: Minish Cap (Old Playthrough) – #2 – Down To Size

    The Legend of Zelda: Minish Cap (Old Playthrough) – #2 – Down To Size

    Hebra Tower Zelda BOTW Breath Of The Wild, Location And Easy Strategy

    Hebra Tower Zelda BOTW Breath Of The Wild, Location And Easy Strategy

    Asus has announced even more Hatsune Miku-themed gaming gear, further leading me towards financial ruin

    Asus has announced even more Hatsune Miku-themed gaming gear, further leading me towards financial ruin

    The Legend of Zelda: Breath of the Wild – Mozo Shenno Shrine: A Major Test of Strength

    The Legend of Zelda: Breath of the Wild – Mozo Shenno Shrine: A Major Test of Strength

    Ocarina of Time Walkthrough Let's Play – Part 24

    Ocarina of Time Walkthrough Let's Play – Part 24

    Important binge news: Fallout Season 2 will air one episode per week, instead of all at once

    Important binge news: Fallout Season 2 will air one episode per week, instead of all at once

    1-1 | Super Mario Bros. (1985) Super Mario All-Stars (1993)

    1-1 | Super Mario Bros. (1985) Super Mario All-Stars (1993)

    Linus Torvalds has apparently met Bill Gates for the first time in person and before you ask, no he didn’t clock him in the face

    The teams behind two of Dawn of War’s big overhaul mods are working to update them for the Definitive Edition

    Asus just grabbed the fastest OLED crown with this 540/720 Hz dual mode beast of a monitor

    Asus just grabbed the fastest OLED crown with this 540/720 Hz dual mode beast of a monitor

  • Retro Rewind
    Retro Rewind: Game Players Issue 80 Magazine January 1996

    Retro Rewind: Game Players Issue 80 Magazine January 1996

    Retro Rewind: Video Game Trader Winter 2014

    Retro Rewind: Video Game Trader Winter 2014

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

  • Tech Art
    (876)  Gorgeous Peach and Gold SPRAY PAINT Mixed Media Acrylic Pour Painting

    (876) Gorgeous Peach and Gold SPRAY PAINT Mixed Media Acrylic Pour Painting

    Jordan Casteel at the New Museum   Virtual Tour

    Jordan Casteel at the New Museum Virtual Tour

    Altered Bottle with Mosaic Effect / Mixed Media Antique Bottle Art / Glass Bottle Decoration

    Altered Bottle with Mosaic Effect / Mixed Media Antique Bottle Art / Glass Bottle Decoration

    AU NEZUKO: DIGITAL DRAWING TIMELAPSE

    AU NEZUKO: DIGITAL DRAWING TIMELAPSE

    Rashid Johnson Is “Not Afraid to Be Vulnerable”

    Rashid Johnson Is “Not Afraid to Be Vulnerable”

    AK Interactive Play Markers.Paint your Warhammer quick and easy.

    AK Interactive Play Markers.Paint your Warhammer quick and easy.

    [Download] Intuitive 3D Modeling | Abstract Sculpture |  FLIGHT | DANA KRYSTLE

    [Download] Intuitive 3D Modeling | Abstract Sculpture | FLIGHT | DANA KRYSTLE

    AI Glass Fruit Cutting | Viral ASMR Video Kaise Banaye | How to Make Ai Glass Fruit Cutting Videos

    AI Glass Fruit Cutting | Viral ASMR Video Kaise Banaye | How to Make Ai Glass Fruit Cutting Videos

    Learning to draw Buffalo/ Cow Part 3 | Anatomy of Head

    Learning to draw Buffalo/ Cow Part 3 | Anatomy of Head

  • Tech Deals
    Acer 27″ WQHD 240Hz 0.5ms AMD FreeSync Premium IPS Gaming Monitor (XV272U)

    Acer 27″ WQHD 240Hz 0.5ms AMD FreeSync Premium IPS Gaming Monitor (XV272U)

    CHONCHOW Mini RGB 60% Gaming Keyboard, 68 Keys Small Compact USB Wired Rainbow Light Up…

    CHONCHOW Mini RGB 60% Gaming Keyboard, 68 Keys Small Compact USB Wired Rainbow Light Up…

    LXZ Gaming PC Desktop Core I7-14700KF, RTX 4070 12G, 32G DDR5 RAM, 1TB NVME SSD, WiFi 6…

    LXZ Gaming PC Desktop Core I7-14700KF, RTX 4070 12G, 32G DDR5 RAM, 1TB NVME SSD, WiFi 6…

    HP Victus 15.6 i5 Gaming Laptop, 15.6″ FHD 1920*1080 144Hz, Intel Core i5-12450H, NVIDIA…

    HP Victus 15.6 i5 Gaming Laptop, 15.6″ FHD 1920*1080 144Hz, Intel Core i5-12450H, NVIDIA…

    Call of Duty: World at War Platinum Hits – Xbox 360 (Renewed)

    Call of Duty: World at War Platinum Hits – Xbox 360 (Renewed)

    SpongeBob SquarePants: The Creature from the Krusty Krab for Nintendo Wii (Renewed)

    SpongeBob SquarePants: The Creature from the Krusty Krab for Nintendo Wii (Renewed)

    Slitterhead Day 1 Edition PS5

    Slitterhead Day 1 Edition PS5

    Electronic Arts MySims: Cozy Bundle Switch | VideoGame | English

    Electronic Arts MySims: Cozy Bundle Switch | VideoGame | English

    The Crew Motorfest – Standard Edition, PlayStation 5

    The Crew Motorfest – Standard Edition, PlayStation 5

  • Techs Got To Eat
    Spicy Chickpea Shakshuka Mug: 5-Minute Vegetarian Fuel

    Spicy Chickpea Shakshuka Mug: 5-Minute Vegetarian Fuel

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

  • Tesla
    Truck Bed Mat, Upgraded 3mm Thick Floor Mats for Tesla Cybertruck Accessories 2023-2025,…

    Truck Bed Mat, Upgraded 3mm Thick Floor Mats for Tesla Cybertruck Accessories 2023-2025,…

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    Long Magnetic Wireless Charger 10FT, Fast Mag-Safe Charger for Apple iPhone 16 Pro…

    Phone Mount for Tesla Cybertruck Fit for All Phone, Magnetic Phone Holder for Cybertruck…

    Phone Mount for Tesla Cybertruck Fit for All Phone, Magnetic Phone Holder for Cybertruck…

    Wheel Center Caps (4pcs) and Lug Nut Covers (25pcs) for Tesla Cybertruck Matte Black

    Wheel Center Caps (4pcs) and Lug Nut Covers (25pcs) for Tesla Cybertruck Matte Black

    Dog Seat Covers for Tesla Model Y/3 2017-2025 (Fits Model Y Juniper 2026/Model 3…

    Dog Seat Covers for Tesla Model Y/3 2017-2025 (Fits Model Y Juniper 2026/Model 3…

    SMABEE Floor Mats for 2025 2026 Tesla Model Y Juniper 5 Seater TPE All Weather Floor…

    SMABEE Floor Mats for 2025 2026 Tesla Model Y Juniper 5 Seater TPE All Weather Floor…

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    Car Fast Charger,PD/QC3.0 Car USB Charger with LED Lights,Cigarette Lighter USB Charger…

    Pack-8 T-Shape Car Tire Repair Plugs with Glue, Tire Repair Tool Kit, Automobile…

    Pack-8 T-Shape Car Tire Repair Plugs with Glue, Tire Repair Tool Kit, Automobile…

    Tesla will sell you a retrofit turn signal stalk for $350

    Tesla will sell you a retrofit turn signal stalk for $350

  • UFO
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    Space Theme Birthday Candle, Shiny Astronaut Number Candle Spaceship Outer Space Cake Topper Perfect Universe Rocket Spacecraft Cake Decorations and Party Favors(Number 4)

    BISSELL Little Green Cordless SmartMix, Powerful Cordless Suction, HydroRinse Self-Cleaning Hose Tool, Pro Oxy Spot & Stain Formula Included

    BISSELL Little Green Cordless SmartMix, Powerful Cordless Suction, HydroRinse Self-Cleaning Hose Tool, Pro Oxy Spot & Stain Formula Included

    Shocking Revelations: Uncovering the Secrets Behind UFO Funding!

    Shocking Revelations: Uncovering the Secrets Behind UFO Funding!

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    Lionel Area 51, Electric O Gauge Model Train Accessories, Souvenir Stand, 8.5 inches

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    Bissell Little Green Pet Deluxe Portable Carpet Cleaner and Car/Auto Detailer, 3353, Gray/Blue

    Bigfoot According to Ancient Aliens

    Bissell Little Green Mini Portable Carpet and Upholstery Deep Cleaner, Car/Auto Detailer, with HydroRinse Self-Cleaning Tool and 4″ Tough Stain Tool, Tea Green, 4075

    Bissell Little Green Mini Portable Carpet and Upholstery Deep Cleaner, Car/Auto Detailer, with HydroRinse Self-Cleaning Tool and 4″ Tough Stain Tool, Tea Green, 4075

  • AI
    Artificial Intelligence

    Streamline employee training with an intelligent chatbot powered by Amazon Q Business

    Artificial Intelligence

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    Artificial Intelligence

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  • Apple
    iPhone 17 ‘Liquid Silicone’ case design shows new feature in video

    iPhone 17 ‘Liquid Silicone’ case design shows new feature in video

    This is probably the strangest Beats collaboration in the Apple era

    This is probably the strangest Beats collaboration in the Apple era

    M4 Mac mini $499, 24GB M3 MacBook Air, more 9to5Mac

    M4 Mac mini $499, 24GB M3 MacBook Air, more 9to5Mac

    How to turn off headphone volume limit warnings on iPhone and iPad

    AirPods Pro 2 seem set for another surprise upgrade at iPhone 17 event

    Apple submits bid for rights to MLB Sunday Night Baseball

    Report: Apple strikes out of baseball coverage on Apple TV+, Friday Night Baseball to end

    August 19, 2025 – iOS 26 beta 7 new features

    This one new feature might finally bring me back to the Mac in 2025

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    SanDisk Creator Phone SSD review: Specs, features, price

    CarPlay just arrived as a free OTA update for one of the fastest-growing EVs

    CarPlay just arrived as a free OTA update for one of the fastest-growing EVs

  • ComputerWorld
    Microsoft pushes Copilot directly into Excel cells

    Microsoft pushes Copilot directly into Excel cells

    MIT study: 95% of corporate genAI projects fall short of success

    MIT study: 95% of corporate genAI projects fall short of success

    Q&A: Wolters Kluwer CIO touts his company’s ‘AI toolbox’ and benefits

    Q&A: Wolters Kluwer CIO touts his company’s ‘AI toolbox’ and benefits

    Anthropic’s Claude models can now shut down harmful conversations

    Anthropic’s Claude models can now shut down harmful conversations

    Spotlight is much better in macOS Tahoe — here’s what’s new

    Spotlight is much better in macOS Tahoe — here’s what’s new

    Google to pay $36M fine in Australia over anticompetitive Android search deals

    Google to pay $36M fine in Australia over anticompetitive Android search deals

    Acclimatize to fear: How to be a successful startup founder

    Acclimatize to fear: How to be a successful startup founder

    Questionable AI work habits rampant among US firms

    Questionable AI work habits rampant among US firms

    Nvidia: ‘Graphics 3.0’ will drive physical AI productivity

    Nvidia: ‘Graphics 3.0’ will drive physical AI productivity

  • Gaming
    The Legend of Zelda: Minish Cap (Old Playthrough) – #2 – Down To Size

    The Legend of Zelda: Minish Cap (Old Playthrough) – #2 – Down To Size

    Hebra Tower Zelda BOTW Breath Of The Wild, Location And Easy Strategy

    Hebra Tower Zelda BOTW Breath Of The Wild, Location And Easy Strategy

    Asus has announced even more Hatsune Miku-themed gaming gear, further leading me towards financial ruin

    Asus has announced even more Hatsune Miku-themed gaming gear, further leading me towards financial ruin

    The Legend of Zelda: Breath of the Wild – Mozo Shenno Shrine: A Major Test of Strength

    The Legend of Zelda: Breath of the Wild – Mozo Shenno Shrine: A Major Test of Strength

    Ocarina of Time Walkthrough Let's Play – Part 24

    Ocarina of Time Walkthrough Let's Play – Part 24

    Important binge news: Fallout Season 2 will air one episode per week, instead of all at once

    Important binge news: Fallout Season 2 will air one episode per week, instead of all at once

    1-1 | Super Mario Bros. (1985) Super Mario All-Stars (1993)

    1-1 | Super Mario Bros. (1985) Super Mario All-Stars (1993)

    Linus Torvalds has apparently met Bill Gates for the first time in person and before you ask, no he didn’t clock him in the face

    The teams behind two of Dawn of War’s big overhaul mods are working to update them for the Definitive Edition

    Asus just grabbed the fastest OLED crown with this 540/720 Hz dual mode beast of a monitor

    Asus just grabbed the fastest OLED crown with this 540/720 Hz dual mode beast of a monitor

  • Retro Rewind
    Retro Rewind: Game Players Issue 80 Magazine January 1996

    Retro Rewind: Game Players Issue 80 Magazine January 1996

    Retro Rewind: Video Game Trader Winter 2014

    Retro Rewind: Video Game Trader Winter 2014

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

  • Tech Art
    (876)  Gorgeous Peach and Gold SPRAY PAINT Mixed Media Acrylic Pour Painting

    (876) Gorgeous Peach and Gold SPRAY PAINT Mixed Media Acrylic Pour Painting

    Jordan Casteel at the New Museum   Virtual Tour

    Jordan Casteel at the New Museum Virtual Tour

    Altered Bottle with Mosaic Effect / Mixed Media Antique Bottle Art / Glass Bottle Decoration

    Altered Bottle with Mosaic Effect / Mixed Media Antique Bottle Art / Glass Bottle Decoration

    AU NEZUKO: DIGITAL DRAWING TIMELAPSE

    AU NEZUKO: DIGITAL DRAWING TIMELAPSE

    Rashid Johnson Is “Not Afraid to Be Vulnerable”

    Rashid Johnson Is “Not Afraid to Be Vulnerable”

    AK Interactive Play Markers.Paint your Warhammer quick and easy.

    AK Interactive Play Markers.Paint your Warhammer quick and easy.

    [Download] Intuitive 3D Modeling | Abstract Sculpture |  FLIGHT | DANA KRYSTLE

    [Download] Intuitive 3D Modeling | Abstract Sculpture | FLIGHT | DANA KRYSTLE

    AI Glass Fruit Cutting | Viral ASMR Video Kaise Banaye | How to Make Ai Glass Fruit Cutting Videos

    AI Glass Fruit Cutting | Viral ASMR Video Kaise Banaye | How to Make Ai Glass Fruit Cutting Videos

    Learning to draw Buffalo/ Cow Part 3 | Anatomy of Head

    Learning to draw Buffalo/ Cow Part 3 | Anatomy of Head

  • Tech Deals
    Acer 27″ WQHD 240Hz 0.5ms AMD FreeSync Premium IPS Gaming Monitor (XV272U)

    Acer 27″ WQHD 240Hz 0.5ms AMD FreeSync Premium IPS Gaming Monitor (XV272U)

    CHONCHOW Mini RGB 60% Gaming Keyboard, 68 Keys Small Compact USB Wired Rainbow Light Up…

    CHONCHOW Mini RGB 60% Gaming Keyboard, 68 Keys Small Compact USB Wired Rainbow Light Up…

    LXZ Gaming PC Desktop Core I7-14700KF, RTX 4070 12G, 32G DDR5 RAM, 1TB NVME SSD, WiFi 6…

    LXZ Gaming PC Desktop Core I7-14700KF, RTX 4070 12G, 32G DDR5 RAM, 1TB NVME SSD, WiFi 6…

    HP Victus 15.6 i5 Gaming Laptop, 15.6″ FHD 1920*1080 144Hz, Intel Core i5-12450H, NVIDIA…

    HP Victus 15.6 i5 Gaming Laptop, 15.6″ FHD 1920*1080 144Hz, Intel Core i5-12450H, NVIDIA…

    Call of Duty: World at War Platinum Hits – Xbox 360 (Renewed)

    Call of Duty: World at War Platinum Hits – Xbox 360 (Renewed)

    SpongeBob SquarePants: The Creature from the Krusty Krab for Nintendo Wii (Renewed)

    SpongeBob SquarePants: The Creature from the Krusty Krab for Nintendo Wii (Renewed)

    Slitterhead Day 1 Edition PS5

    Slitterhead Day 1 Edition PS5

    Electronic Arts MySims: Cozy Bundle Switch | VideoGame | English

    Electronic Arts MySims: Cozy Bundle Switch | VideoGame | English

    The Crew Motorfest – Standard Edition, PlayStation 5

    The Crew Motorfest – Standard Edition, PlayStation 5

  • Techs Got To Eat
    Spicy Chickpea Shakshuka Mug: 5-Minute Vegetarian Fuel

    Spicy Chickpea Shakshuka Mug: 5-Minute Vegetarian Fuel

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

  • Tesla
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    Truck Bed Mat, Upgraded 3mm Thick Floor Mats for Tesla Cybertruck Accessories 2023-2025,…

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    Wheel Center Caps (4pcs) and Lug Nut Covers (25pcs) for Tesla Cybertruck Matte Black

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    Dog Seat Covers for Tesla Model Y/3 2017-2025 (Fits Model Y Juniper 2026/Model 3…

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    SMABEE Floor Mats for 2025 2026 Tesla Model Y Juniper 5 Seater TPE All Weather Floor…

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    Car Fast Charger,PD/QC3.0 Car USB Charger with LED Lights,Cigarette Lighter USB Charger…

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    Pack-8 T-Shape Car Tire Repair Plugs with Glue, Tire Repair Tool Kit, Automobile…

    Tesla will sell you a retrofit turn signal stalk for $350

    Tesla will sell you a retrofit turn signal stalk for $350

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    Space Theme Birthday Candle, Shiny Astronaut Number Candle Spaceship Outer Space Cake Topper Perfect Universe Rocket Spacecraft Cake Decorations and Party Favors(Number 4)

    BISSELL Little Green Cordless SmartMix, Powerful Cordless Suction, HydroRinse Self-Cleaning Hose Tool, Pro Oxy Spot & Stain Formula Included

    BISSELL Little Green Cordless SmartMix, Powerful Cordless Suction, HydroRinse Self-Cleaning Hose Tool, Pro Oxy Spot & Stain Formula Included

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    Shocking Revelations: Uncovering the Secrets Behind UFO Funding!

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    Lionel Area 51, Electric O Gauge Model Train Accessories, Souvenir Stand, 8.5 inches

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    Bissell Little Green Mini Portable Carpet and Upholstery Deep Cleaner, Car/Auto Detailer, with HydroRinse Self-Cleaning Tool and 4″ Tough Stain Tool, Tea Green, 4075

    Bissell Little Green Mini Portable Carpet and Upholstery Deep Cleaner, Car/Auto Detailer, with HydroRinse Self-Cleaning Tool and 4″ Tough Stain Tool, Tea Green, 4075

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Home Hacker News

Impact of PCIe 5.0 Bandwidth on GPU Content Creation Performance

Hacker News by Hacker News
July 5, 2025
in Hacker News
Reading Time: 16 mins read
130
A A
0

2025-07-03 13:59:00
www.pugetsystems.com

Introduction

With the release of the NVIDIA Blackwell GPUs and RDNA 4-based Radeon 9000-series GPUs, we finally have consumer video cards that support the PCIe 5.0 standard. Although we have had motherboards with support for it for some time now, we didn’t have any devices other than storage that took advantage of it. This leads now to the question: What impact does PCIe 5.0’s increased bandwidth have on GPU performance in content creation applications?

PCI Express (abbreviated PCIe or PCI-e) is a technology used to connect various internal computer devices to the motherboard. The physical connectors and communication schema are used for drives, GPUs, and add-in cards like RAID or HBA cards and network cards. Since 2003, we have seen a variety of revisions and updates to the standard. Currently, the most common PCIe specification seen on new high-end motherboards is PCIe 5.0 at 16x, though often with some 4.0 lanes available.



The primary difference between PCI Express versions is transfer rate. A PCIe connection between devices has two defining features: the number of lanes and the PCIe version. Most slots on the motherboard have between four and sixteen lanes (x4, x8, or x16), with the occasional x1 or x2 slot. Each of these lanes has a maximum transfer rate, defined by the PCIe version. Since PCIe 3.0, each new version has doubled this transfer rate.

As an example, PCIe 5.0 supports up to 32 GT/s per lane. So, an x16 slot has 16 lanes each at 32 GT/s for a maximum throughput of 64 GB/s. If that same slot were using the ePCIe 4.0 protocol, it would have 16 lanes at 16 GT/s for a throughput of up to 32 GB/s. Alternatively, you could achieve 32 GB/s with x8 lanes at PCIe 5.0.

At present, consumer desktop motherboards tend to feature limited “free” PCIe lanes. We tend to be disappointed with the quantity, connectivity, and placement of PCIe slots on motherboards. Although it depends on the specific price point being targeted, many boards will have a primary 5.0 x16 slot, and then only a few other slots, typically at 4.0 x4 or even 3.0 x1. One reason we like the ASUS ProArt boards we often carry is in part due to the PCIe slot layout and support.

However, this isn’t merely motherboard vendors being cheap. Instead of maximizing add-in card support, they are typically dedicating many of the available PCIe lanes (from the CPU or chipset) to additional features like M.2 slots, USB ports, and Ethernet/WiFi. The drawback to this is that once a GPU is installed, there may be no way to add a second at full bandwidth (if at all). Even our preferred boards require that the GPU be run at x8 if we want to install most add-in cards or additional GPUs.

Given that add-in cards (GPUs or otherwise) may need to run at lower-than-maximum bandwidth due to PCIe lane availability concerns, it is reasonable to ask what the cost is. How much performance is lost when video cards are operated at less than their maximum PCIe bandwidth?

An Illustration of the PCIe Slot Problem


An Image of the MSI X870 Tomahawk board. The PCIe slot layout is, from the top: M.2 slot, x16 slot, M.2 slot, M.2 slot, x16 slot, M.2 slot, x16 slot. Note: slot sizing is physical, not necessarily electrical.

MSI MAG X870 Tomahawk


An Image of the X870 Aorus Elite board. The PCIe slot layout is, from the top: M.2 slot, x16 slot, M.2 slot, M.2 slot, M.2 slot, M.2 slot, x16 slot. Note: slot sizing is physical, not necessarily electrical.

Gigabyte X870 Aorus Elite


An Image of the ROG Strix X870 board. The PCIe slot layout is, from the top: M.2 slot, M.2 slot, x16 slot, empty slot, empty slot, M.2 slot, x16 slot. Note: slot sizing is physical, not necessarily electrical.

ASUS ROG Strix X870E-E


MSI B650 Gaming Plus

MSI B650 Gaming Plus


An Image of the TUF Gaming Z890 board. The PCIe slot layout is, from the top: M.2 slot, x16 slot, x1 slot, x1 slot, x4 slot, M.2 slot, x16 slot. Note: slot sizing is physical, not necessarily electrical. Additionally, there is an M.2 slot sharing the vertical position of the second x1 slot.

ASUS TUF Gaming Z890-Plus


An Image of the Z890 Aorus Elite board. The PCIe slot layout is, from the top: M.2 slot, x16 slot, M.2 slot, M.2 slot, M.2 slot, x16 slot, x16 slot. Note: slot sizing is physical, not necessarily electrical, one of the middle M.2 slots is occupied for WiFi.

Gigabyte Z890 Aorus Elite


An Image of the ProArt Z890 board. The PCIe slot layout is, from the top: M.2 slot, x16 slot, M.2 slot, M.2 slot, x16 slot, M.2 slot, x16 slot. Note: slot sizing is physical, not necessarily electrical.

ASUS ProArt Z890 Creator


An Image of the Pro Art X870 board. The PCIe slot layout is, from the top: M.2 slot, x16 slot, empty slot, empty slot, x16 slot, M.2 slot, x16 slot. Note: slot sizing is physical, not necessarily electrical.

ASUS ProArt X870E Creator

MSI MAG X870 TOMAHAWK WIFI GIGABYTE X870 AORUS ELITE WIFI7 ASUS ROG STRIX X870E-E GAMING WIFI MSI B650 GAMING PLUS WIFI
5.0 x16
3.0 x1 (x16 Form Factor)
4.0 x4 (x16 FF)
5.0 x16
4.0 x4 (x16 FF)
3.0 x2 (x16 FF)
5.0 x16
4.0 x4 (x16 FF)
4.0 x16
3.0 x1
4.0 x4 (x16 FF)
ASUS TUF GAMING Z890-PLUS WIFI GIGABYTE Z890 AORUS ELITE WIFI7 ASUS ProArt Z890-CREATOR WIFI ASUS ProArt X870E-CREATOR WIFI
5.0 x16
4.0 x1
4.0 x1
4.0 x4
4.0 x4 (x16 FF)
5.0 x16
4.0 x4 (x16 FF)
4.0 x4 (x16 FF)
5.0 x16
5.0 x8 (reduces above to x8)
4.0 x4 (x16 FF)
5.0 x16
5.0 x8 (reduces above to x8)
4.0 x4 (x16 FF)

To illustrate the current difficulties of multiple PCIe devices in modern consumer motherboards, we grabbed a handful of the best-selling AM5 and LGA 1851 compatible motherboards on Newegg, alongside our preferred ASUS ProArt X870 and Z890 Creator boards. Most of these aren’t the cheapest options available, but they also aren’t the most expensive. They are, arguably, the most popular for new PC builds, though.

The first thing we notice when looking at these is that, save for the ASUS TUF board, none have more than 3 PCIe expansion slots. Of those three slots, none of them are actually more than 4.0 x4, save for the ProArt boards. On many boards, one of those three is even slower, at 3.0 x1 or x2. (Note that, while physically an x16 length slot, most of the non-primary slots are only electrically wired for x4 or less). The TUF board does offer a bevy of 4.0 x4 and 4.0 x1 slots, while the ProArts can do x16 in either of the top two slots, though both are limited to x8 when both are in use.

Of course, not everyone needs tons of add-in cards. For many users, a single GPU is the only one they’ll use. But we have found that professionals frequently require a GPU plus at least one add-in card. Based on this, we think the primary bandwidths to keep an eye on in the upcoming results are 5.0 x16, 5.0 x8, and 4.0 x4. For those on older motherboards considering a GPU upgrade, 3.0 x16 and x8 are also likely relevant.

Testing

Raw Results Tables

We choose our benchmarks to cover many workflows and tasks to provide a balanced look at the application and its hardware interactions. However, many users have more specialized workflows. Recognizing this, we like to provide individual results for benchmarks as well. If a specific area in an application comprises most of your work, examining those results will give a more accurate understanding of the performance disparities between components. Otherwise, we recommend skipping over this section and focusing on our more in-depth analysis in the following sections.

After Effects

DaVinci Resolve

Unreal Engine

Rendering

LLM (llama)

In the charts below, we have color-coded the bars by bandwidth, such that all the configurations which have the same bandwidth are the same color. For example, 64 GB/s (5.0 x16) is dark green, while 16 GB/s (5.0 x4, 4.0 x8, and 3.0 x16) are dark blue.

Video Editing / Motion Graphics: DaVinci Resolve Studio & After Effects

In both DaVinci Resolve and After Effects, we only included the “Overall” scores. This is because we saw little difference in the overall performance trends when we separated them by workflow. However, we have those in the raw results tables above if you want to see the specific performance scores for various workflows, such as 3D in After Effects or Intraframe media in Resolve.

Starting with DaVinci Resolve (Chart #1), we found that GPU PCIe bandwidth does noticeably affect overall performance. At the high end of the bandwidth spectrum, we see relatively similar performance from PCIe 5.0 x16, 5.0 x8, and 4.0 x16. We technically have the 5.0 x16 result ahead, but it is within what we would consider the margin of error for this type of testing. After those three, the next grouping is all the 16 GB/s combinations: 5.0 x4, 4.0 x8, and 3.0 x16. This cluster is about 90% as performant as the prior. We don’t love a 10% performance reduction just by having a slower slot, but it is often acceptable. However, the next tier down isn’t. 3.0 x8 and 4.0 x4 were only 75% as fast as the full-bandwidth (5.0 x16) result. Similarly, the slowest option, 3.0 x4, had only 54% the performance. While running a GPU in any of those combinations is likely rare, we definitely recommend avoiding configuring a GPU at these bandwidths for DaVinci Resolve.

We see less overall effect in After Effects (Chart #2). Visually, unlike DaVinci Resolve, the bars are less clustered by color, and there is less of a stair-step pattern. The slowest three bandwidths are the slowest three results, though. Here, the results for 64 GB/s to 16 GB/s are all within the margin of error, essentially random. Once we drop to 8 GB/s with 3.0 x8, we are outside that margin (though only with respect to the grouping). At 8 GB/s, 4.0 x4 is slower than the higher-bandwidth results. Finally, 3.0 x4 is 10% slower than 16 GB/s or greater configurations. Our recommendation would be to worry less about PCIe bandwidth in After Effects, but to try to avoid a really-low bandwidth situation like 3.0 x4.

Game Dev / Virtual Production: Unreal Engine


A bar chart of the Overal Geomean FPS in Unreal Engine. The color of the bars is clustered, with light-green at the top, followed by 1 dark green bar, all the dark blue bars, then the light blue bars, and finally the red bar.

Our Unreal Engine benchmark results appear to be somewhere between DaVinci Resolve and After Effects. Like the former, there is clear clustering of the bandwidths, but, like AE, not many distinct “steps” exist. 5.0 x16, x8, and x4 as well as 4.0 x16 and x8, and 3.0 x16 are all functionally identical. 3.0 x16 looks like it may be a touch slower than the rest, but it is just within the margin of error for this testing. However, we do see results outside of that for the lower bandwidths. 4.0 x4 and 3.0 x8 are 93% as fast as the 64 GB/s results, and 3.0 x4 trails with 90% the performance.

Overall, none of these are huge differences in performance. As we discussed above, while a 10% performance hit isn’t great, it is also acceptable in some cases. We would urge caution when dropping a GPU to 4.0 x4 or below, but it may be a tradeoff worth making for multi-GPU or to facilitate add-in cards.

GPU Rendering: Blender & Octane

For this article, we tested with three rendering benchmarks: V-Ray, Blender, and Octane. However, our V-Ray results seemed particularly anomalous, so we haven’t included them in the charts, though they are in the results table above. In Blender and Octane, we see essentially no effect of bandwidth on performance. In the case of Blender, the total change from average is about 5%, while Octane is 2.5%. All the results are largely within the margin of error, and we can’t draw many conclusions. In this case, that means there is likely no effect. This makes sense as the scenes are all contained within GPU VRAM, and the loading time isn’t counted. Overall, there seems to be little to no downside to installing a GPU in a reduced-bandwidth situation for offline rendering applications.

AI: LLM (llama)

Finally, our Llama.cpp benchmark looks at GPU performance in prompt processing and token generation. For both workflows, the results seem effectively random, with no discernible pattern. The overall difference in performance is also fairly small, about 6% for prompt processing. Due to this, we would generally say that bandwidth has little effect on AI performance. However, we would caution that our LLM benchmark is very small, and LLM setups frequently involve multiple GPUs that are offloading some of the model to system RAM. In either of these cases, we expect that PCIe bandwidth could have a large effect on overall performance.

Does GPU PCIe Bandwidth Affect Content Creation Performance?

On modern motherboards, you often only get one PCIe slot at a full 5.0 x16 bandwidth. Additional slots may be 5.0 x8, but are likely much lower, at 4.0 x4 or below. Because of this, multi-GPU setups or configurations with add-in cards may find one or more GPUs with dramatically reduced PCIe bandwidth. Although most of the workflows we tested don’t show too much performance loss at 4.0 x4, that’s not true across the board.

In video editing/motion graphics, we saw the largest impact. PCIe 5.0 x16, x8, and 4.0 x16 were functionally equivalent. However, below that, we started to see some differences, especially in DaVinci Resolve. In that application, 3.0 x16 was 10% slower, and our typical-case 4.0 x4 was about 25% slower. These margins are reduced in After Effects, but still present. We recommend caution when configuring a system for video editing applications with multiple add-in cards, as reducing the number of lanes available to the GPU can have a measurable impact on performance.

Our Unreal Engine benchmark also showed performance impacts from PCIe bandwidth. However, the impacts are more minor. We only saw a noticeable hit once the bandwidth was reduced to 4.0 x4 (or equivalent), with an average fps drop of 7%. 3.0 x4 was slightly worse, at 10% slower than maximum bandwidth. While we are less concerned about this amount of lost performance, it should still be kept in mind.

Offline renderers and LLM benchmarks showed no impact from PCIe bandwidth on performance. This makes sense as both tend to load their work fully into GPU VRAM and crash if they can’t. There are some exceptions to this with LLMs, but operating out of system RAM is a huge slowdown. Thus, while reduced PCIe bandwidth may slow initial model or scene loading, it should have a negligible impact on performance after that. Our one note of caution here is that, in situations where you are pooling VRAM to fit a model, PCIe bandwidth may have a large effect. We were not able to test that here.

When we configure the systems we sell, we balance the need for maximum performance from components with the desire for add-in cards necessary for our customers to do their work. Frequently, this means reducing the primary GPU to PCI-e 5.0 x8, which reduces the PCI-e bandwidth in half. However, as we showed in this article, this major reduction in bandwidth often has a minimal impact on real-world performance. Outside of a few uncommon situations, this testing confirms that as long as you have a modern motherboard that supports PCIe 5.0, running the GPU at x8 speeds is not an issue. However, lower-end motherboards, which will require the GPU to run at 4.0 x4, may introduce performance penalties.

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