Ai accelerator

NVIDIA Groq 3 LPU - SRAM-Based Inference Engine

NVIDIA Groq 3 LPU - SRAM-Based Inference Engine

The NVIDIA Groq 3 LPU is a pure-SRAM inference chip delivering 150 TB/s memory bandwidth and 1.2 PFLOPS FP8 per chip, designed to pair with Vera Rubin GPUs for trillion-parameter model serving.

Positron Atlas - FPGA Inference Server

Positron Atlas - FPGA Inference Server

The Positron Atlas is an 8-card FPGA inference server delivering 4.5x better performance per watt than the NVIDIA DGX H200 at 2000W in a single 1U chassis.

AMD Instinct MI455X

AMD Instinct MI455X

AMD's flagship CDNA 4 AI GPU with 432 GB HBM4, 40 PFLOPS FP4, and 2nm chiplet design targeting H2 2026.

Apple M5 Max

Apple M5 Max

Apple's flagship SoC with 40-core GPU, per-core Neural Accelerators, 614 GB/s bandwidth, and 4x AI performance over M4 Max.

Meta MTIA 300

Meta MTIA 300

Meta's first mass-deployed RISC-V AI accelerator - 1.2 PFLOPS FP8, 216 GB HBM, powering Facebook and Instagram at scale.

NVIDIA Vera Rubin NVL144

NVIDIA Vera Rubin NVL144

NVIDIA's Rubin-based rack system with 144 R200 GPUs, 3.6 ExaFLOPS FP4, 20 TB HBM4 - arriving H2 2026.

AWS Trainium3 - Amazon's 3nm AI Accelerator

AWS Trainium3 - Amazon's 3nm AI Accelerator

Complete specs, benchmarks, and analysis of AWS Trainium3 - Amazon's TSMC 3nm AI chip with 2.52 PFLOPS FP8, 144GB HBM3e, and NeuronLink-v4, powering Anthropic's Claude through Project Rainier.

Tenstorrent Blackhole p150a - RISC-V AI Card

Tenstorrent Blackhole p150a - RISC-V AI Card

Complete specs, benchmarks, and analysis of the Tenstorrent Blackhole p150a - the $1,399 PCIe AI accelerator with 120 Tensix cores, 768 RISC-V processors, 32GB GDDR6, and fully open-source software.