Article
May 5, 2022

NEWS:✨ Graid Technology SupremeRAID™ SR-1010 Featured By HotHardware

“Absolutely astonishing storage performance. We don’t know exactly what  Graid’s algorithm looks like, but whatever magic it’s doing, it seems to work.”
HOT HARDWARE GRAID
Graid SupremeRAID™ Rocks Ampere GPU, Delivers Screaming-Fast SSD Storage At 110 GB/s

(HotHardware.com, April 28, 2022 [Read It Here] ) -- It wasn’t that long ago that we were all using regular old spinny disks for storage. Time was, you really wanted to use dedicated hardware for RAID arrays to get the best performance. Plugging them into your motherboard and using software—or worse, firmware—RAID was seen as the inferior, poor man’s option. Using a proper RAID card got you access to superior performance as well as improved reliability.

These days, those in the know stick to software RAID, because hardware RAID cards simply don’t cut it with multiple NVMe SSDs. Solutions like ZFS have become popular among the audience that traditionally would have used hardware RAID. Still, managing large arrays using software RAID can put a heavy load on the CPU—so much so that in systems with slower processors, it can become the bottleneck for I/O performance.

Enter  Graid Technology. A small startup in Santa Clara, California,  Graid wowed storage nerds last year when it released the SupremeRAID™ SR-1000 PCIe card. Graid’s technology is a sort of fusion of software and hardware RAID. Essentially, it works like software RAID, but instead of running on the CPU, it runs on a powerful GeForce GPU on the SupremeRAID™ card.n

Last year’s SupremeRAID™ SR-1000 is based on a lowly NVIDIA T1000 card, and yet it can deliver absolutely astonishing storage performance: over 30 GB/sec in sequential reads and nearly 9 million random read IOPS from a RAID5 array.

Graid Technology-SupremeRAID_

Of course, as with anything in computing, no matter how fast something is, there will be someone who wants it to be even faster. Naturally, that means a new version of the  Graid card, known simply as the SupremeRAID™ SR-1010. The latest version leverages a newer NVIDIA A2000 GPU based on the GA106 GPU that powers the GeForce RTX 3060.

SupremeRAID™️ SR-1010 for PCIe Gen 4 performance under certain workloads

It’s easy to forget that GA106 is a monstrously-powerful processor. Sure, it may seem unassuming next to its more-potent GeForce siblings, but we’re still talking about a microprocessor that can perform some 12.7 trillion half-precision floating-point operations per second, and many more if you can make use of the chip’s onboard tensor processors. We don’t know exactly what  Graid’s algorithm looks like, because it’s completely proprietary. We do know it leverages AI in some fashion, though, so it’s probably making heavy use of the Ampere GPU’s tensor compute units.

Whatever magic it’s doing, it seems to work.  Graid says that the new card can offer read performance up to 110 GB/second in throughput, and up to 19 million IOPS. Write performance is drastically improved, too— Graid says the new card will do up to 1.1M random write IOPS and 22GB/sec write throughput in RAID 5. This performance is possible because the  Graid card is just managing the array—none of the stored data actually passes through the PCIe interface to the  Graid card itself.

If you’re fascinated by this idea, or an existing  Graid fan looking to upgrade, the company says that general availability of the new model will begin on May 1 for folks who place orders beforehand.

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Don't miss our joint speaker session with Supermicro, where we'll walk through scaling approaches across every tier, from single-server to rack-scale to monolithic deployments, and show how dense NVMe GPU platforms paired with SupremeRAID™ turn SSDs into a high-performance, protected KV cache tier. If storage is becoming your AI infrastructure bottleneck, this is the session to catch. See you at FMS 2026!
Graid Technology has achieved an industry-first benchmark: 100 million IOPS on a protected RAID 5 volume for GPU-initiated I/O, built from 32 KIOXIA XD8 NVMe SSDs. The result shows that resilient NVMe storage can now operate at the scale that current and future AI deployments require, which is especially significant for environments that require both extreme performance and enterprise-class data protection. In benchmark testing with a WholeGraph training workload, [...]
Every NVMe array pays a hidden storage tax — either 12–18% of line rate lost to a hardware RAID controller, or 18–28% of host CPU consumed by software RAID. With enterprise NVMe pricing up ~257% since Q2 2025, that tax now hits a much bigger check. SupremeRAID™ eliminates both halves by running RAID I/O on an NVIDIA GPU: full line-rate throughput, CPU cores returned to your applications, enterprise-grade protection on one card.