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Product Reviews

Best 360 Cameras (2025), Tested and Reviewed
Product Reviews

Best 360 Cameras (2025), Tested and Reviewed

by admin August 24, 2025


Top 4 360 Cameras Compared

Other Options

Photograph: Scott Gilbertson

Insta360 X3 for $250: You’ll have to settle for 5.7K footage here, and that’s on a 1/2-inch sensor, which is only 1080p when you crop to a rectangular video format. Still, you get nearly the same form factor as the X4, and you can use it as a 4K, single-lens action cam. At this price the X3 remains a viable option for those wanting to dabble in 360 video without spending a fortune.

Insta360 One RS for $300: The company’s interchangeable-lens action-camera/360-camera hybrid is another option. The video footage isn’t as good as the other cameras in this guide, but you can swap the lens and have an action camera in a moment, which is the major selling point. That said, now that the X3 and X4 can also be used as 4K action cameras, the One RS is less tempting than it used to be. Still, if you like the action-camera form factor but want to be able to shoot 360 footage as well, this One RS is a great camera. The real combo would be the the 360 lens paired with the Leica lens, but the price for that combo is considerably higher.

GoPro Max for $822: GoPro’s entry into the 360 camera world, the Max is a capable action camera, featuring 6K video in a waterproof form factor with industry-leading stabilization. It’s got all the shooting modes you know from your GoPro, like HyperSmooth, TimeWarp, PowerPano, and more. Like the X4, there’s a single-lens mode (called Hero mode), and, my favorite part, the Max is compatible with most GoPro mounts and accessories. The main reason the Max is not one of our top picks is that the Max 2 is likely coming very soon. If you want a Max, you’re better off waiting.

Qoocam 3 Ultra for $599: It’s not widely available, and we have not had a chance to try one, but Kandao’s Qoocam 3 Ultra is another 8K 360 camera that looks promising, at least on paper. The f/1.6 aperture is especially interesting, as most of the rest of these are in the f/2 and up range. We’ll update this guide when we’ve had a chance to test a Qoocam.

360 Cameras to Avoid

Insta360 One X2 for $230: Insta360’s older X2 is different from the X3 that replaced it. The form factor is less convenient. (The screen is tiny; you pretty much have to use it with a phone). It still shoots 5.7K video, but it’s not as well stabilized nor is it anywhere near as sharp as the X3 or X4. Unless you can get it for well under $200, the X2 is not worth buying.

Insta360 One RS 1 360 Edition: Although I still like and use this camera, it appears to have been discontinued, and there’s no replacement in sight. The X5 delivers better video quality in a lighter, less fragile body, but I will miss those 1-inch sensors that managed to pull a lot of detail, even if the footage did top out at 6K. These are still available used, but at outrageous prices. You’re better off with the X5.

Frequently Asked Questions

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There are two reasons you’d want a 360-degree camera. The first is to shoot virtual reality content, where the final viewing is done on a 360 screen, e.g., VR headsets and the like. So far this is mostly the province of professionals who are shooting on very expensive 360 rigs not covered in this guide, though there is a growing body of amateur creators as well. If this is what you want to do, go for the highest-resolution camera you can get. Either of our top two picks will work.

For most of us though, the main appeal of a 360 camera is to shoot everything around you and then edit or reframe to the part of the scene we want to focus on, or panning and tracking objects within the 360 footage, but with the result being a typical, rectangular video that then gets exported to the web. The video resolution and image quality will never match what you get from a high-end DSLR, but the DSLR might not be pointed at the right place, at the right time. The 360 camera doesn’t have to be pointed anywhere, it just has to be on.

This is the best use case for the cameras on this page, which primarily produce HD (1080p) or better video—but not 4K—when reframed. I expect to see 12K-capable consumer-level 360 cameras in the next year or two (which is what you need to reframe to 4K), but for now, these are the best cameras you can buy.

Whether you’re shooting virtual tours or your kid’s birthday, the basic premise of a 360 camera is the same. The fisheye lens (usually two very wide-angle lenses combined) captures the entire scene around you, ideally editing out the selfie stick if you’re using one. Once you’ve captured your 360-degree view, you can then edit or reframe that content down to something ready to upload to YouTube, TikTok, and other video-sharing sites.

Why Is High Resolution Important in 360 Cameras?

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Camera makers have been pushing ever-higher video resolution for so long it feel like a gimmick in many cases, but not with 360 cameras. Because the camera is capturing a huge field of view, the canvas if you will, is very large. To get a conventional video from that footage you have to crop which zooms in on the image, meaning your 8K 360 shot becomes just under 2.7K when you reframe that footage.

How Does “Reframing” Work?

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Reframing is the process of taking the huge, 360-degree view of the world that your camera capture and zooming in on just a part of it to tell your story. This makes the 360 footage fit traditional movie formats (like 16:9), but as noted above it means cropping your footage, so the higher resolution you start with the better your reframed video will look.

If you’re shooting for VR headsets or other immersive tools then you don’t have to reframe anything.

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I’ve been shooting with 360 cameras since Insta360 released the X2 back in 2020. Early 360 cameras were fun, but the video they produced wasn’t high enough resolution to fit with footage from other cameras, limiting their usefulness. Thankfully we’ve come a long way in the last five years. The 360 camera market has grown and the footage these cameras produce is good enough to mix seamless with your action camera and even your high end mirrorless camera footage.

To test 360 cameras I’ve broken the process down into different shooting scenarios, especially scenes with different lighting conditions, to see how each performs. No camera is perfect, so which one is right for you depends on what you’re shooting. I’ve paid special attention to the ease of use of each camera (360 cameras can be confusing for beginners), along with what kind of helpful extras each offers, HDR modes, and support for accessories.

The final element of the picture is the editing workflow and tools available for each camera. Since most people are shooting for social media, the raw 360 footage has to be edited before you post it anywhere. All the cameras above have software for mobile, Windows and macOS.

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Product Reviews

You can now download and tweak Grok 2.5 for yourself as it goes open source

by admin August 24, 2025


Unhinged as Grok may be, it’s now open source. xAI’s CEO, Elon Musk, posted on X that the company made the older Grok 2.5 model available to the public and will do the same with the upcoming Grok 3. For now, anyone can download, run and even tweak Grok, whose source code was uploaded to the Hugging Face platform. However, there are restrictions to xAI’s open-source license, which doesn’t let people use Grok to train, create or improve other AI models.

It’s not the first time xAI has made its models available to the public. In March 2024, the company released the raw base model of Grok-1, which isn’t finetuned for any specific task. As xAI continues to make Grok more accessible, it’s a stark contrast to OpenAI, which has only offered less powerful models of its ChatGPT model to researchers and businesses.

Making Grok open source allows independent developers to potentially improve on the AI model, but xAI is still trying to move past an extremely alarming episode of Grok providing antisemitic responses and referencing itself as MechaHitler. The Grok team attributed the incident to “deprecated code” that has since been fixed. As for Grok 3, Musk also said on X that it will also go open source in six months, but we may have to take that estimated release with a grain of salt, considering the CEO’s other promised timelines.



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The Framework Desktop and Linux have shown me the path to PC gaming in the living room
Product Reviews

The Framework Desktop and Linux have shown me the path to PC gaming in the living room

by admin August 24, 2025


I’ve long dreamed of doing all my gaming on PC — a single platform that’s easily upgradeable and lets me play my overstuffed Steam library wherever and however I like. The Steam Deck is a fantastic handheld, but for my living room, I want something more powerful that works as well on my TV as it does at a desk. Believe me, I’ve tried. Gaming laptops are noisy and awkward, desktops are too chunky, and Windows is annoying to navigate without a keyboard and mouse. I had hoped that Valve’s Steam Machine experiment was my ticket, but it crashed and burned long ago. Nothing’s ever been as easy as a PlayStation 5.

But I’m newly optimistic. I’ve spent the past couple weeks using the Framework Desktop with a clever Linux distro called Bazzite: an open-source take on SteamOS. It’s a lot like installing the Steam Deck’s game mode and Proton compatibility layer for playing Windows games, and you can still optionally access a desktop for work too. It took me less than an hour to set up, and I’m now able to play PC games on my TV at 4K / 60fps — on a box that is smaller than a PS5, doesn’t get too noisy, and can be woken up from my couch with a gamepad.

This combo matches the simplicity of a docked Steam Deck, but it’s so much more powerful. And while a Framework Desktop isn’t as portable as a handheld — or even a laptop — it’s easy to move from room to room. I’ve even taken to working from it at my desk during the day, then moving it to the living room for after-hours game time. Sometimes you don’t want to play games in the same place you just worked for nine hours.

I so very badly want this to be the future of PC gaming.

It’s the year of Linux on the desktop in the living room.

The Framework Desktop is an ideal vessel for a Steam Machine-like experience. At 4.5 liters, it’s much smaller than most living room gaming computers, and much more powerful than your average home theater PC or streaming box. It’s way more expensive than a PS5 Pro — the Desktop starts at $1,099, or $1,999 for the AI Max+ 395 version I tested here with 16 CPU cores, 40 graphics cores, and 128GB of RAM — but it’s also much more than a gaming console.

I loved the Framework Desktop as a full Windows PC when I reviewed it earlier in August. And Bazzite is one of the easiest and most user-friendly desktop Linux incarnations. Bazzite makes it easier than ever to break away from Windows if you’re boycotting Microsoft, looking for an escape from Windows 10 before it’s cut off from updates in October, or just tired of Windows 11’s incessant pushing of services you don’t care about and attempts to extract recurring revenue from your wallet. The installer is easy, there’s a very capable OS if you switch over to desktop mode with a mouse and keyboard, and if you still need Windows for specific apps or games, you can always dual boot, like I did.

The Framework Desktop makes a nice fit in a TV stand with a Switch 2 and PlayStation 5.

Most people are not going to move a PC back and forth from the living room to the office, but this convertible setup works great with the Framework.

The only drawbacks I found were when I needed to run apps that aren’t compatible (like Adobe’s Creative Cloud suite) or the inevitable moments I had to open the Terminal to run simple commands. Many essential apps have native Linux support, like Chrome, Slack, Signal, Spotify, and Discord. And plenty of others can run with some compatibility help via Wine. But if much of your work and everyday computing needs are web-based, you’re good as gold on Linux.

Using Bazzite in desktop mode took me back to the days when I experimented with Ubuntu “Gutsy Gibbon” in college. (Didn’t we all give in to the temptation of the cube back then?) Linux is genuinely fun to use and tinker with. And Bazzite has a nice, somewhat no-frills aesthetic I admire.

1/4Bazzite has a clean and tidy look in desktop mode.

Linux can and will drive the uninitiated down many rabbit holes, with lots of Googling how to do little things you take for granted on Windows and macOS, like understanding what the hell the KDE Wallet Service is (it’s for managing passwords) or remapping the Caps Lock key. I gave up on the latter and just remapped it at the hardware level on my keyboard with VIA.

But small frustrations aside, both the gaming side and desktop side of Bazzite are fantastic. While my job of reviewing laptops will always mean extensively using Windows, macOS, and some ChromeOS, it’s been kind of freeing to break away (even if just for a little bit) from the oppressive grips of the big three.

Now, if you’re interested in trying Bazzite and living a bit of that Linux life yourself, here’s how I set it up. It’s not totally foolproof, but it’s straightforward if you’re the tinkering type and can follow some simple guides (which I’ll link to).

The second NVMe slot on the Framework Desktop’s main board makes the Windows and Linux dual boot setup super easy. Photo: Antonio G. Di Benedetto / The Verge

A Noctua fan is ideal for the Framework Desktop, especially if you’re using it in your living room. It’s a lot quieter than the cheaper Cooler Master option. Photo: Antonio G. Di Benedetto / The Verge

Since I already had Windows 11 installed from my review of the Framework Desktop, I opted to install Bazzite on the second internal NVMe drive. You can dual boot from a single drive, with some precautionary measures, but it’s not uncommon to find forumgoers warning that Windows 11 can disrupt things like the boot order after running an update. Since sharing game files across Windows and Linux is also complicated, I decided to keep the OSes completely separate — which helped reinforce my work / play separation. I use the Bazzite drive for most of my gaming needs and boot into Windows when I need it for work (running Lightroom Classic for photo editing) or games that require it (PC Game Pass games, multiplayer titles with stricter anti-cheat measures, etc.).

I followed Bazzite’s official guide, cross-referenced Framework’s tutorial for the Laptop 16, and I was living the Linux life in less than an hour. Bazzite’s site has a user-friendly ISO picker for downloading the file you need to install the OS — typically by burning the ISO to a USB flash drive using a tool like Rufus. If you prefer video to written guides, Mike’s Tech Tips on YouTube is an invaluable resource, with a pleasant, calming voiceover to boot.

I only encountered one technical issue running Bazzite: There was no audio coming through the HDMI connection to my TV, despite my attempts to select “External Device” or “Default (External Device)” as my source. For some reason, this was fixed by entering desktop mode and switching the source there. It’s worked fine since.

It’s easy to alter the boot order of the Framework Desktop to prioritize the Bazzite drive. Booting up puts it right into Bazzite and its Steam Deck-like Big Picture Mode. And then, to access Windows without restarting and mashing an F-key to get to the boot menu, you can set up a script to reboot into Windows right from Bazzite’s Steam interface. You just go into the Bazzite desktop, open the Terminal, and type in the ujust code below. It does the work for you and adds a “boot-windows” option to the Steam Library.

Code: ujust setup-boot-windows-steam

Bazzite’s Game Mode Home Screen is basically Steam’s Big Picture Mode. You can see my “reboot into Windows” shortcut in the top row.

As far as Linux has come, the Framework Desktop, or any other PC running Bazzite, probably isn’t the one gaming PC to rule my living room. Setting aside the requisite tinkering, there are still games it cannot play, either because they’re from services that aren’t supported (like PC Game Pass) or they reject Linux because they fear cheaters (like Fortnite or Valorant or the Battlefield 6 beta).

But color me impressed by Bazzite and even further by the Framework Desktop. I see why Bazzite has been gaining popularity with PC gamers. The time is ripe for Steam Machines to make a triumphant return, and I think this time it can work. Bazzite and devices like the Steam Deck and Framework Desktop are all showing the way.

Photography and screenshots by Antonio G. Di Benedetto / The Verge.

Cyberpunk 2077 is demanding in 4K, but the Framework with Bazzite runs it decently. Image: CD Projekt Red

In my review, I found that the Framework Desktop is best equipped for 2.5K gaming, but the top-end Ryzen AI Max Plus 395 APU I’m using in this “Steam Machine” setup can do 4K at 60-ish frames per second on a TV. How smooth it runs and how good it looks depends on the game. Here’s a brief overview of some games I’ve been playing on it:

  • Cyberpunk 2077: Playing Cyberpunk at 4K at around 60fps meant setting it to medium preset (no ray tracing, of course) with FSR set to balanced, and it looked and played great. Flipping on some “fake frames” with frame generation pushed it into the mid-80s. Not bad at all!
  • Helldivers 2: It plays and looks great in 4K with medium settings and render scale set to balanced, hovering around the mid-60s. In busier areas it sinks to the 50s and briefly into the 40s when there are big explosions.
  • Street Fighter 6: SF6 is meant to be locked at 1080/60, which is no problem. You can push it to 4K and still get a solid 60fps with most details and settings set to “normal” (medium).
  • Monster Hunter Wilds: This is a bit of a torture test, due to Wilds’ infamously poor PC performance (though it’s been slowly improving). The game defaulted to FSR Ultra Performance mode and the lowest texture settings, which makes it look like a PlayStation 3 game. To keep things in 4K and actually looking decent I used FSR Performance and medium textures and turned on frame generation — this kept frame rates in the 70s or close to 80, which could bump to over 100 by dropping down to 2560 x 1440. Textures still aren’t great, but that’s just kind of how Wilds is unless you’re on top-tier hardware. It manages to play well overall and look solid.
  • Elden Ring Nightreign: Just as on Windows, Nightreign plays at 4K / 50-ish on medium settings, or locked in at the 60fps max if bumped down to 2.5K. (Boy, what I’d give for a FromSoftware title with FSR / DLSS support.)
  • Peak: A-okay at 4K on medium settings, with frame rates well into the 80s or higher.

Although some Windows games run better on Linux than on Windows, not all do. Black Myth: Wukong was about the same on either platform, but Cyberpunk 2077 actually ran 15fps slower in my benchmarks on Linux than in Windows with the same settings.

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VTOMAN
Product Reviews

Vtoman FlashSpeed Pro 3600 portable power station review

by admin August 24, 2025



Why you can trust TechRadar


We spend hours testing every product or service we review, so you can be sure you’re buying the best. Find out more about how we test.

The Vtoman FlashSpeed Pro 3600 is hefty. There is no way around that. This is not a power station that you’ll want to be toting around, though it is technically still portable.

See, unlike many of the best portable power station units I’ve reviewed, the Pro 3600 is more designed for long-term backup or for use with enormous power demands, not just to charge your smartphone (though it could).

So, for that reason, this unit is hefty in both size and specs, yet it is still something that can be used in real-world applications with ease.

(Image credit: Collin Probst // Future)

VTOMAN FlashSpeed Pro 3600: Pricing & Availability

The Vtoman FlashSpeed Pro 3600 starts around $1499 right now, on sale from $2,299. They do offer bundles at the point of purchase that include solar panels that can stretch up to $2,700, too, all with a two-year warranty.

Also worth mentioning is that the unreleased battery expansion is expected sometime in 2025. Outside of that, the other pieces are available.

(Image credit: Collin Probst // Future)

VTOMAN FlashSpeed Pro 3600: Unboxing & first impressions

The FlashSpeed Pro 3600 Portable Power Station is a fluorescent yellow and black power station that made me sigh when I picked it up; it was so heavy. Keep in mind, I pick up and move power stations, chairs, desks, and more. This one shocked me.

Thankfully, this unit has wheels and a handle with two height settings to accommodate those with varying heights and those who can’t quite reach the same physical height.

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From the first moment I turned this unit on, I loved the screen. The readout is excellent; it’s easy to understand, shows all the information I want, and feels premium in quality.

Taking another pass, I noticed the lightbar that can shine white or even red light. I saw a small storage bay in the back of the unit, perhaps for the charging cable, and I noticed that the port layout is super helpful.

(Image credit: Collin Probst // Future)

VTOMAN FlashSpeed Pro 3600: Design & build quality

Specs

Battery Capacity: 3,096 Wh
Continuous Output: 3,600 W AC (6,000 W surge)
Outputs: 4× AC, 2× 100 W USB‑C, 2× DC, 4× USB‑A, 2× Cigarette port
Features: UPS (switch‑over <20 ms), LCD screen, wheels, IP65-rated shell
Dimensions / Weight: 378×418×581 mm / 38 kg
Warranty: 2-year global

The whole unit feels like a hefty suitcase. I wish that suitcases or luggage in general rolled as easily as this machine does. I’d even be happy if shopping carts rolled as smoothly as this setup does. Moving on, the ports are covered with a flap, enhancing their water resistance. And the entire case around the power station feels rugged and ready to take anywhere. The wheels I mentioned briefly above are not easily damaged. They are large with a decent grip, and super easy to maneuver the power station with.

The ports are organized and easily accessible, and clearly labeled. All things that make using a power station super helpful. If you are in an emergency and need power quickly, the last thing you want to have to do is slow down to try to figure out where ports are, which are which, and how to turn your power supply on. It’s easy to know what is what, and with the integrated light bar, you can light up your scenario to make getting things plugged in and backed up even easier.

(Image credit: Collin Probst // Future)

VTOMAN FlashSpeed Pro 3600: In use

I’ve used a lot of power stations, and while I don’t usually note or have the recharge time stand out to me, in the VTOMAN FlashSpeed Pro 3600’s case, it stands out as one of the most significant benefits to this unit. Now, rather than feeling like you need to have this always charged, if you know a storm is coming, you have time to recharge it quickly, whether from zero to full or from partial charge to full charge.

Additionally, you are more likely to use this power station for portable power where there isn’t shore power or a grid power system. In that case, you can plan to go, quickly plug this in, get everything else ready and squared away, and only two hours later (zero to full), you can have a fully charged power station prepared to tackle your construction project, off-grid camping, or whatever else you may be powering.

I don’t currently have this power station plugged into my house, but I have had it power my garage while working on projects, running saws, air compressors, shop vacs, and battery chargers. I’ve also had this recharge my EGO Electric mower, my Eufy E18 Robot Mower, my Lectric XPedition2 E-Bike, and more, to see if it can – and it did without any issue.

(Image credit: Collin Probst // Future)

If you live on some land and are looking for more ways to recharge, rather than using the grid, you could also add a solar panel to recharge using the sun, which also recharges incredibly fast.

The unit also boasts Uninterrupted Power Supply (UPS), and for good reason. If you have networking gear, computers, or other devices, you don’t want to have any downtime in a power outage, the UPS will flip over before your devices even realize that the grid lost power.

Overall, this is a great power station. It is pretty heavy, so the wheels are essential for moving it around. However, I suggest only relocating it when necessary. It’s best to place it in a location where you’ll use it frequently and leave it there for a while.

VTOMAN FlashSpeed Pro 3600: Final verdict

The FlashSpeed Pro 3600 is a power station for the (semi) portable pros. This is a great hub to place and use as an added power source wherever you may need it, whether that is a job site, an off-grid setup, or a backup unit. It’s got incredible speeds, high capacity, a fantastic port layout, a built-in light bar, and wheels to help move it around.

If you’re in the market for a power station, especially one with a fast recharge and multiple ports, this power station is a great one to consider. IF you’re wanting something ultra portable, or if you don’t need 3000Wh capacity, though, this may be too much of a unit for your use case.

Swipe to scroll horizontally

Attributes

Notes

Rating

Design

Rugged, hefty design

⭐⭐⭐⭐

Ease of use

Easy to use

⭐⭐⭐⭐⭐

Practicality

For those who need massive power

⭐⭐⭐⭐

Price

Decent price for what it is

⭐⭐⭐⭐⭐

Vtoman FlashSpeed Pro 3600: Price Comparison



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Windows 95 in a VM
Product Reviews

Microsoft’s Windows 95 release was 30 years ago today, the first time software was a pop culture smash

by admin August 24, 2025



Microsoft’s momentous Windows 95 operating system became available to the public on this day 30 years ago. Computing enthusiasts were queuing around the block at midnight launch events. Perhaps this was the first time an OS launch became a cultural event – one that was carefully primed by the launch a month earlier, and the Start Me Up advertising campaign.

Windows 95 – Start Me Up – Promo / Commercial (High Quality 720p) – YouTube

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PC users had access to Windows operating systems, and similar WIMP OSes, before Windows 95. However, Windows 95 was billed as a merger of Microsoft’s DOS and Windows products into a unified whole. Moreover, it brought in a significantly revamped UI, including the Start Button and many other elements we still live with today.

Other welcome features that first became mainstream on PCs thanks to the introduction of Windows 95 include; the 32-bit preemptive multitasking architecture with task bar, plug and play hardware, support for long filenames, and many more.


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System requirements

To boost Windows 3.1 migrations, Windows 95’s official requirements presented quite a low bar. Users should have an Intel 386DX processor, 4MB of RAM, a VGA or better display, and make sure to have 55MB of HDD space clear for the installation process.

Recommended settings, for those hoping to make proper use of the new multitasking capabilities, and internet features like MSN and Exchange were higher. For improved usability, Windows 95 would benefit from a 486 or better CPU, 8MB of RAM, an SVGA display, as well as more storage.

It is debatable whether this was the beginning of bloat. For some context, the contemporary Macintosh System 7.5.X required about half the fixed storage of Windows 95.

You can test Windows 95 RTM in an online VM, on PCjs Machines, using the link.

Get Tom’s Hardware’s best news and in-depth reviews, straight to your inbox.

(Image credit: Future)

Windows 95 launch price and success

Windows 95 originally retailed in a box with between 13 and 15 1.44MB floppy disks. You could purchase a full installation version or an upgrade for Windows 3.1 systems. A CD distribution came with a boot floppy, as you would need DOS-level CD-ROM drivers to load before install.

PC enthusiasts at the time would have had to buy a new system with Windows 95 pre-installed or cough up $209, which adjusted for inflation brings us perilously close to $400 in 2025. Just for an OS…

Despite the entry price, Microsoft’s lavish advertising budget and promotional activities paid off. Sales revenue from the release reportedly hit $720 million on day one. Also, a million copies of the OS had been shipped by day four.

In 1996, Microsoft celebrated the one-year anniversary of Windows 95’s release with the claim that it had shipped 40 million units worldwide. By then, the software company could boast of 400 PC manufacturing partners, and that 4,406 software applications were supported.

Gaming and the web

Paving the way for the success to come, it was also noted that 10 of the 11 publishers of the top 20 PC game titles were onboard with Windows 95-based gaming. Moreover, the use of the web was accelerating, with Netscape and Microsoft both releasing their new browsers on 32-bit Windows.

Follow Tom’s Hardware on Google News to get our up-to-date news, analysis, and reviews in your feeds. Make sure to click the Follow button.



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A Physicist Wants to Turn Jupiter's Largest Moon Into a Gigantic Dark Matter Detector
Product Reviews

A Physicist Wants to Turn Jupiter’s Largest Moon Into a Gigantic Dark Matter Detector

by admin August 24, 2025


When searching for the unknown, classic physics wisdom holds that a bigger detector boosts the chances of discovery. A physicist is taking that advice to heart, advancing a bold plan to use none other than Ganymede—Jupiter’s largest moon—as a dark matter detector on an astronomical scale.

Dark matter refers to the “invisible” mass that supposedly constitutes 85% of the universe. There’s considerable evidence that dark matter exists, but it’s “dark,” meaning it doesn’t respond to light and very weakly interacts with other matter. The search for dark matter has tested the limits of physicists’ creativity, but a proposal by William DeRocco, a physicist at the University of Maryland, may be the most extraordinary yet. In a preprint submitted to arXiv, Rocco suggests that Ganymede’s craters may store evidence of dark matter particles, which spacecraft like NASA’s Europa Clipper or ESA’s JUICE could observe during their respective missions.

The paper, which has yet to be peer-reviewed, proposes that massive dark matter particles could have struck and penetrated Ganymede’s thick, icy surface, leaving deep, broad ruptures. Unlike the comparatively small-sized candidates for dark matter that ground-based detectors are searching for, these particles would be much larger. These extra-large dark matter particles would create “dark matter craters”—smaller dents on Ganymede’s surface comprised of distinctive minerals pulled to the surface from deep inside the moon’s oceans. 

“If you used something like ground-penetrating radar, you might be able to see this column of melted ice going all the way down through the ice,” DeRocco explained in an interview with New Scientist. Studying Ganymede’s surface with this proposal in mind could uncover some unexpected insights about cosmic dark matter, according to the paper.

In principle, the proposal sounds promising, Bradley Kavanaugh, an astrophysicist at the University of Cantabria in Spain who was not involved in the study, also told New Scientist. At the same time—like all dark matter experiments—there is still no definitive evidence that such heavy, massive dark matter particles actually exist.

If all of this sounds bonkers, I don’t blame you. Still, it’s important to remember that, as many physicists are keen to point out, solving a physics mystery often means testing bold, unconventional ideas. And while there’s no decisive evidence that this particular proposal is correct, there isn’t any evidence to discount it, either. We’ll have to wait and see if NASA or ESA takes up DeRocco’s idea, and if they do, whether Ganymede really does have a surface dotted with dark matter craters.



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The Hidden Ingredients Behind AI’s Creativity
Product Reviews

The Hidden Ingredients Behind AI’s Creativity

by admin August 24, 2025


The original version of this story appeared in Quanta Magazine.

We were once promised self-driving cars and robot maids. Instead, we’ve seen the rise of artificial intelligence systems that can beat us in chess, analyze huge reams of text, and compose sonnets. This has been one of the great surprises of the modern era: physical tasks that are easy for humans turn out to be very difficult for robots, while algorithms are increasingly able to mimic our intellect.

Another surprise that has long perplexed researchers is those algorithms’ knack for their own, strange kind of creativity.

Diffusion models, the backbone of image-generating tools such as DALL·E, Imagen, and Stable Diffusion, are designed to generate carbon copies of the images on which they’ve been trained. In practice, however, they seem to improvise, blending elements within images to create something new—not just nonsensical blobs of color, but coherent images with semantic meaning. This is the “paradox” behind diffusion models, said Giulio Biroli, an AI researcher and physicist at the École Normale Supérieure in Paris: “If they worked perfectly, they should just memorize,” he said. “But they don’t—they’re actually able to produce new samples.”

To generate images, diffusion models use a process known as denoising. They convert an image into digital noise (an incoherent collection of pixels), then reassemble it. It’s like repeatedly putting a painting through a shredder until all you have left is a pile of fine dust, then patching the pieces back together. For years, researchers have wondered: If the models are just reassembling, then how does novelty come into the picture? It’s like reassembling your shredded painting into a completely new work of art.

Now two physicists have made a startling claim: It’s the technical imperfections in the denoising process itself that leads to the creativity of diffusion models. In a paper presented at the International Conference on Machine Learning 2025, the duo developed a mathematical model of trained diffusion models to show that their so-called creativity is in fact a deterministic process—a direct, inevitable consequence of their architecture.

By illuminating the black box of diffusion models, the new research could have big implications for future AI research—and perhaps even for our understanding of human creativity. “The real strength of the paper is that it makes very accurate predictions of something very nontrivial,” said Luca Ambrogioni, a computer scientist at Radboud University in the Netherlands.

Bottoms Up

Mason Kamb, a graduate student studying applied physics at Stanford University and the lead author of the new paper, has long been fascinated by morphogenesis: the processes by which living systems self-assemble.

One way to understand the development of embryos in humans and other animals is through what’s known as a Turing pattern, named after the 20th-century mathematician Alan Turing. Turing patterns explain how groups of cells can organize themselves into distinct organs and limbs. Crucially, this coordination all takes place at a local level. There’s no CEO overseeing the trillions of cells to make sure they all conform to a final body plan. Individual cells, in other words, don’t have some finished blueprint of a body on which to base their work. They’re just taking action and making corrections in response to signals from their neighbors. This bottom-up system usually runs smoothly, but every now and then it goes awry—producing hands with extra fingers, for example.



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Product Reviews

Apple claims an ex-employee stole Apple Watch trade secrets for Oppo

by admin August 24, 2025


Apple is going after another one of its previous employees for allegedly sharing trade secrets with a new employer. Apple’s lawsuit listed Chen Shi, a former employee who worked on the Apple Watch team, along with Oppo, as defendants, claiming they “conspired to steal Apple’s trade secrets.”

According to the lawsuit, Shi worked as a Sensor System Architect for the Apple Watch from January 2020 to June 2025, but was seeking employment with Oppo as early as April 2025. Apple claimed that its former employee didn’t disclose that he was leaving to join Oppo and instead said he was going back to China to look after his elderly parents and didn’t have any plans to find a new job. However, the lawsuit said that Shi “set up and attended dozens of one-on-one meetings” with Apple Watch team members to learn about their work on “optical sensors, temperature sensors, and ECG sensors.”

In the lawsuit, Shi allegedly downloaded 63 files from one of Apple’s protected folders and transferred the material to a USB drive before searching the internet for “how to wipe out [a] macbook” and “can somebody see if I’ve opened a file on a shared drive?” Along with these claims, Apple said in the lawsuit that Shi sent a message to his future Oppo employers that he would “collect as much information as possible” about Apple’s health-sensing technologies.

Oppo has since provided a statement to MacRumors about Apple’s lawsuit, claiming that it has “found no evidence establishing any connection between these allegations and the employee’s conduct during his employment at OPPO.” The company statement also said that OPPO has not “misappropriated Apple’s trade secrets.”

It’s not the first time that Apple has taken legal action against one of its former employees. Earlier this summer, the company sued a design engineer, alleging that he stole trade secrets about the Vision Pro and shared them with his new employer, Snap.



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Synology
Product Reviews

Synology BeeStation Plus NAS review

by admin August 24, 2025



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I’ve used Synology for a while now, both personally and professionally. I’ve worked with DiskStations, the original BeeStation, and many other NAS devices, too. As someone who juggles many businesses, clients, and a ton of storage at any given time, even with great internal storage on my primary laptop, access to more on others that I am testing, and external drives all around me, there is something simple and so helpful about cloud storage.

But, as many of you have also noticed, subscriptions are getting ridiculous these days. Everything has moved to subscriptions, and with that, when you want to expand further, the cost continues to skyrocket. That’s why I started paying attention to Synology a few years back, recognizing that while some things I can keep on SSDs, having everything accessible no matter what company I am with, if I am home or away, or no matter what device, was something that I still desired in my daily workflow.

The ease and ability to pull up any number of documents, photos, videos, diagrams, and so on for any of my clients at any time, all without cluttering my internal storage or having to rummage through several external hard drives, is hard to pass up.

The frictionless action of searching in Finder (on my Mac) to grab the file I want and have it ready on my machine without having to store it there is always spectacular. And, with how fast I move these days, that is the kind of flexibility I need. That’s where the BeeStation Plus comes in. It’s got a few key upgrades from the original BeeStation, the first and foremost being that it doubled in storage from 4TB to 8TB.

(Image credit: Collin Probst // Future)

  • Synology BeeStation Plus (16GB 16GB RAM) at Amazon for $409.99

Synology BeeStation Plus: Pricing & Availability

The Synology BeeStation Plus is available the official website by clicking here. Right now, it’s being sold for around $400 for the 8TB of NAS.Right now, it’s being sold for around $400 for the 8TB of NAS.

It’s also available from other online retailers including B&H Photo, Amazon.com, and Amazon.co.uk.

Synology BeeStation Plus: Unboxing & first impressions

Unboxing and setting up the BeeStation Plus could not have been easier. I opened up the box, chose a spot in my home office where I wanted it to live, and plugged it into my monster of a desk setup with battery backup from my Anker Power Station with UPS. Lastly, to ensure I had the best download and upload speeds possible, I plugged the included Ethernet cable in from the Synology BeeStation Plus to my network switch, which then routes up to my TP-Link Deco XE75 Pro system. One power cable, one Ethernet cable, that’s all.

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After that, I jumped in and set up the BeeStation Plus via the IP address and web interface and began setting up sync folders, shared folders, a Plex Server, backups to my DiskStation (review coming soon), and more. I also added one right-angle USB-C adapter, but more on that later. All around, this setup took a matter of minutes, and probably took longer for me to cable manage one more thing into my monster of a desk setup than it did actually to set up the BeeStation Plus itself.

(Image credit: Collin Probst // Future)

Synology BeeStation Plus: Design & build quality

Specs

Storage: 8TB SSD
Connectivity: Gigabit Ethernet, USB for external drives
Software: Synology BeeStation OS
Apps: Mobile apps (iOS/Android), Mac Finder integration, web portal access
Cloud: Google Drive, Dropbox, OneDrive
Streaming: Plex media server compatible
Backup: Can back up to Synology DiskStation NAS
Remote Access: Synology QuickConnect, direct VPN connection

The BeeStation Plus has a sleek matte plastic shell with its modern and clean design. It blends in, and it fits in with my office setup. I don’t feel like I need to hide it, so I didn’t. It’s got a visible spot in my setup, but I barely notice it, which is excellent.

Even when this NAS is up and running, I can’t hear it at all. The only reason that I know it is on, other than being able to access my files, is because of the status lights.

The only ports on here are the Ethernet port, a USB-C port, and the power port. The BeeStation Plus keeps it simple while packing a lot of power in a simple package.

(Image credit: Collin Probst // Future)

Synology BeeStation Plus: In use

I’ve had the BeeStation Plus set up in my home office for 75 days at the time of writing this review. In that time, the BeeStation Plus has been my primary storage solution for the many clients that I work with, for all of the files, content, and assets that I have created for each client, as well as working files I have received from clients. All of them are stored on the BeeStation Plus and accessed from my many devices via the files/finder integrations or from the web or mobile apps.

Thanks to the Ethernet port, I have not noticed any downtime or issues with network speeds, and because my entire workspace is backed up with a power station from Anker, I don’t worry about losing any data either. Even in a power outage, I could access my files locally from my computer over local Wi-Fi or Ethernet. Alternatively, if my internet line is still active but power is out, my whole home battery backup system will kick in, and I can access files from anywhere.

If you don’t have a battery backup, though, that is not the end of the world; you will want to have a plan in place in case of a power outage if you have critical client files stored on the BeeStation Plus.

(Image credit: Collin Probst // Future)

Another critical way that I utilize the BeeStation Plus is to offload files from any drives I am working with. Occasionally, I have a role where I need to transfer data from external drives or SD Cards. With the BeeStation Plus’ USB-C port, I can plug in an SSD directly to that port, or I can use an SD Card reader with a USB-C port and plug that in to access an SD Card directly through my BeeStation Plus.

The benefit to this, of course, is that I never have to take up internal storage, nor do I have to ingest files, to upload them to a cloud service, to then share. Instead, I can plug in, choose where to move the files to, such as a previously shared client folder, and then I am good to go. I can walk away, work on something else, and so on.

Another thing that makes the BeeStation Plus super helpful, mainly when used as a business storage tool, is the ability to sync in multiple different ways, with multiple different servers. I work across Google Drive, Dropbox, and others daily.

For those folders that I want to make sure I don’t lose anything, or that I have what I need, without having to jump in and out of folders every day, logging in and out of accounts and trying to remember where I have each file. Instead, I set up cloud sync preferences so that my folder structure on my BeeStation Plus will automatically stay in sync with some folders, one way download other folders, and auto upload to others—making my file management a breeze. Setting something like this up right from the start makes it feel like I have an admin helping me manage my file management, without the need for an admin or a monthly subscription cost.

Synology BeeStation Plus: Final verdict

All in all, the Synology BeeStation Plus is a welcome upgrade from the previous model. I haven’t even gone into depth on the Plex integrations and other TLC updates that Synology has made. This is the perfect storage solution if you need terabytes of secure storage and don’t want to pay an absurd monthly charge to access your files on another big-name cloud storage service. Power users may still need something more robust like the DiskStation, but for small businesses, freelancers, contract workers, and fractional guys like me, this is a spectacular option.

Swipe to scroll horizontally

Attributes

Notes

Rating

Design

Simplistic, Minimal, Professional

⭐⭐⭐⭐⭐

Ease of use

Easy to use

⭐⭐⭐⭐⭐

Practicality

Practical for anyone with digital storage

⭐⭐⭐⭐⭐

Price

Decent price for what it is

⭐⭐⭐⭐⭐

For more storage solutions, we’ve reviewed the best NAS hard drives you can get right now.

Synology BeeStation Plus: Price Comparison



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Product Reviews

Chicago man sues Home Depot, alleging it’s secretly using AI facial recognition at self-checkout

by admin August 24, 2025



If you’re shopping at Home Depot, you might want to watch out for facial recognition at the check-out counter. Benjamin Jankowski, a resident of Chicago, Illinois, is taking Home Depot to court after spotting the hardware store’s self-checkout kiosks using facial recognition without customers’ consent.

The class action lawsuit, filed on August 1, claims that Home Depot is violating Illinois’ 2008 Biometric Information Privacy Act (BIPA), and asks the court for up to $5,000 in damages from Home Depot for every violation. Considering there are 76 Home Depot locations across Illinois, those fines could total well into the millions if Jankowski wins the case.

On June 22, Jankowski visited his local Home Depot in Chicago and had to use a self-checkout kiosk since no cashiers were available. While checking out, Jankowski noticed a camera and display above the kiosk, where his face was surrounded by a green box, a common sign of facial recognition. Jankowski took a photo of the display, noting that there were no signs or notices around the store to warn customers that Home Depot was collecting biometric data.


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That goes against the requirements of the Biometric Information Privacy Act, which is designed to protect Illinois residents’ biometric data from collection and misuse by businesses. BIPA requires businesses to get written consent to collect or disclose biometric identifiers, destroy that biometric data at a certain point, and store it securely in the meantime.

A 2019 case, Rosenbach v. Six Flags, set the precedent for Illinoisans to sue companies just for unlawfully collecting their biometric data based on BIPA. In that case, a mother sued Six Flags for taking her son’s fingerprints without BIPA-compliant notice and consent. Even though Six Flags didn’t cause “actual injury” by misusing that biometric data in some way, the court still found that it committed a “technical violation” of BIPA worthy of awarding damages to Rosenbach.

That was a similar situation to what Jankowski is claiming happened during his visit to Home Depot. Both cases highlight the importance of getting people’s permission before even collecting their biometric data, regardless of how it’s used. Home Depot’s VP of Asset Protection, Scott Glenn, emphasized in a 2024 interview that the company’s use of computer vision is for security purposes, specifically stopping theft.

Even so, many people may be uncomfortable with their biometric data getting collected without their knowledge or permission. After all, if that data is somehow compromised, people have no way to change biometrics like you would change a stolen password. Of course, almost any store you go into these days could be collecting your biometric data, but as Jankowski’s case highlights, shoppers have a right (at least in Illinois) to get a fair warning about that data collection.

Keep up to date with the most important stories and the best deals, as picked by the PC Gamer team.



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