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Optimize GPU performance across your entire server fleet

Full visibility across GPU infrastructure, in real time

Start your 30-day free trial
Real-time GPU monitoring dashboard showing GPU utilization, memory utilization, PCIe throughput, and power draw metrics.

Feature overview

Monitor every GPU across your server fleet from a single console with real-time visibility into utilization, memory, temperature, power draw, Tensor Core activity, ECC error counts, NVLink link health, per-process memory consumption, and overall hardware health. Detect thermal issues, memory pressure, and hardware degradation early with automated thresholds and anomaly-based alerts. Use device-level and process-level insights alongside historical trends to accelerate root cause analysis, prevent costly failures, and keep your server infrastructure and AI workloads running at full capacity.

Why choose Site24x7 for GPU monitoring

Everything your team needs to monitor GPU health and performance—built into the platform you already use.

  • Auto-discovery of NVIDIA AND AMD GPUs across your server fleet
  • More than 60 metrics spanning 14 performance and hardware health categories
  • Process-level visibility into every AI workload
  • Deep hardware health tracking across ECC, throttling, and page retirement
  • Integrated within a broader server monitoring platform
  • Unified monitoring across GPUs, servers, and applications
Real-time ECC error monitoring dashboard displaying single-bit and double-bit GPU memory error counts with zero detected errors. NVLink throughput dashboard showing real-time TX and RX throughput. GPU memory bandwidth utilization dashboard with real-time utilization metrics. GPU encoder and decoder utilization dashboard with real-time usage metrics.

Everything you need to manage GPU infrastructure

Detect bottlenecks, reduce downtime, and keep AI workloads running efficiently.

Fleet-wide GPU discovery

Automatically detect NVIDIA and AMD GPUs across supported servers the moment the Full-Stack Agent is deployed.

Real-time utilization and deep profiling

Track GPU utilization, memory bandwidth, SM activity and Tensor Core activity for deeper GPU performance profiling.

GPU memory (VRAM) monitoring

Monitor total, used, and free VRAM alongside memory utilization in real time to identify memory pressure, prevent out-of-memory failures, and optimize GPU memory allocation across shared infrastructure.

Process-level resource visibility

Identify which processes are competing for GPU resources across shared infrastructure and how much memory each is consuming.

Thermal and power monitoring

Track GPU temperature, fan speed, and power draw against configured limits in real time across your fleet.

Clock speed and throttling detection

Monitor graphics and memory clock speeds, performance state, throttle status, and throttle reasons to confirm GPUs are sustaining peak performance and quickly identify thermal or power-related slowdowns.

ECC and memory health tracking

Monitor ECC single-bit and double-bit errors, page retirement, row remapping, pending remaps, and ECC mode to detect early signs of GPU memory degradation.

PCIe and NVLink connectivity monitoring

Track PCIe TX/RX throughput, link generation, link width, NVLink throughput, active links, and CRC, replay, and recovery errors to identify interconnect bottlenecks and link stability issues.

GPU configuration and virtualization

Verify compute mode, persistence mode, MIG partitioning, display status, and NVIDIA vGPU license status and expiry to maintain consistent GPU configuration across your entire server fleet.

How Site24x7 GPU monitoring works

Gain complete visibility into your GPU infrastructure in just three simple steps.

/ 01

Deploy

Install the Full-Stack Agent on your servers. No additional GPU-specific configuration needed.

/ 02

Discover

The agent automatically detects supported GPUs and begins collecting metrics immediately.

/ 03

Monitor

View utilization, memory, temperature, hardware health, and process-level data across your entire fleet from a single console.

Protect your server fleet using GPU monitoring

01

Resolve faster

Trace every GPU issue to its source before it becomes an outage.

02

Protect your hardware

Catch failing GPUs early and prevent unexpected hardware failures.

03

Cut infrastructure costs

Reduce unplanned replacements and maximize GPU lifespan.

04

Keep AI workloads running

Stop stalled jobs and failed requests before they impact business.

05

Optimize GPU capacity

Use historical utilization, memory, and compute trends to rightsize GPU allocations and plan future capacity.

Frequently Asked Questions

What is GPU monitoring?

GPU monitoring tracks the performance, health, and resource usage of GPUs. It provides visibility into metrics such as utilization, memory usage, temperature, power consumption, clock speeds, and errors, helping teams identify issues and optimize GPU resources.

What metrics does Site24x7 GPU monitoring track?

Site24x7 tracks more than 60 GPU metrics across 14 categories, including hardware inventory, GPU and memory utilization, VRAM usage, temperature, power draw, clock speeds, ECC errors, PCIe and NVLink throughput, throttle status, process-level resource consumption, and advanced GPM profiling metrics. See the complete GPU performance metrics list.

Does Site24x7 support NVIDIA and AMD GPU monitoring?

Yes. Site24x7 supports GPU monitoring for both NVIDIA and AMD GPUs on Linux servers. Supported GPUs are automatically discovered the moment the Full-Stack Agent is deployed, with no additional GPU-specific configuration required.

What is the best GPU monitoring software for servers?

Choose the GPU monitoring tool that can monitor GPU performance and health alongside the rest of your infrastructure. Site 24x7 provides centralized GPU monitoring with automated discovery, performance metrics, adaptive thresholds, reports, and workflow automation.

How can I identify a failing GPU?

Look for persistent temperature increases, abnormal power consumption, repeated ECC errors, page retirement, throttling, or other changes in GPU health metrics. Monitoring these indicators with a GPU monitoring tool like Site24x7 enables teams to investigate or replace a GPU before it causes workload disruption.

Keep your GPUs running at full potential

Maximize AI performance without costly GPU downtime.

Start your 30-day free trial