Tvavium
Enterprise orchestration platform

Know what your infrastructure can really do.

Orchestrate, execute, and analyze CPU and GPU benchmarks across every cloud and bare-metal environment—before performance becomes a guess.

No credit card required Bring your own cloud

Tvavium control plane
Workload → evidence → decision
Live workflow
Stage 01 · Ready to execute

Workload submitted

A workload spec becomes a reproducible run with the exact parameters, image, and success criteria attached.

llama-3.1-8b.yaml2 × A100 GPUwarm-cache baseline
Run definition
v1.8.2
Runs in AWS, Azure, GCP or your datacenter
80+
workloads ready to run
3,420
tokens / sec observed
99.9%
reproducible runs
Pricing Plans

Simple Plans. Powerful Benchmarking

From individual developers to enterprise fleets, choose the plan that fits your benchmarking needs.

Free

Free

Perfect for individuals getting started with benchmarking.

$0/ month

Run workloads on your own cloud, free.

  • 5 starter workloads
  • Up to 3 team members
  • 5 executions per month
  • Bring your own cloud compute
  • Basic Reports & Comparison
  • + More features to explore
Get Started for Free

No credit card required

MOST POPULAR

Team

Subscription

For growing teams scaling benchmarking across cloud.

Usage-based

Pay for what you use

  • Full workload catalog — 80+ workloads
  • Select & pay for only what you need
  • Up to 10 team members
  • Comparison reports & AI-powered insights
  • Optimization recommendations
  • + Many more capabilities
Upgrade to Subscription

Flexible usage • Cancel anytime

Organization

Enterprise

Full control and isolation in your own environment.

Tailored

Built to meet your organization's needs

  • Unlimited executions
  • Self-hosted deployment
  • SSO & role-based access control
  • Enterprise security, governance & support
  • Custom integrations & workflows
  • + More enterprise capabilities
Contact Sales

Enterprise-grade security & compliance

End-to-end Orchestration Workflow

Streamline your benchmarking process from definition to deep analysis with our automated control plane.

1. Define Workload

Specify your CPU/GPU benchmarks, environments, and parameters as code.

2. Orchestrate

Automatically provision infrastructure across AWS, GCP, Azure, or On-Prem.

3. Execute

Run reproducible benchmarks with predictable, consistent execution.

4. Analyze

Gain deep observability into throughput, latency, and resource utilization.

Integrates seamlessly with your infrastructure

Cloud

AWS
GCP
Azure

On-Premises

Bare Metal
VMs

Execution Modes

Native
Docker
Kubernetes

Enterprise-Grade Architecture

Built for modern infrastructure teams needing precision, scale, and uncompromising security.

CPU & GPU Benchmarking

Purpose-built for demanding AI/ML and data-intensive workloads. Validate performance across A100s, H100s, and high-compute instances.

Deep Observability

Correlate telemetry data in real-time. Analyze eBPF metrics, nvidia-smi logs, and latency distributions in a unified dashboard.

Enterprise Security

Deploy within your own VPC. Features RBAC, SSO integration, and end-to-end encryption for strict compliance requirements.

tvavium run llama-3.1-8b
$ tvavium run llama-3.1-8b \
--backend kubernetes --cloud gcp \
--gpus a100=2 --telemetry nvidiasmi
# provisioning cluster in us-central1...
# streaming metrics (wss://agent/metrics)...
GPU Utilization: 94% (A100-SXM4-40GB)
Tokens/sec: 3,420
Latency p99: 42ms
Run completed successfully

Observability Dashboard

Real-time metrics for llama-3.1-8b-gcp

Live
Throughput
3,420 t/s
Latency p95
38.2 ms
GPU Util
94.5 %
Nodes
4 Active

Ready to optimize your datacenter?

Join enterprise engineering teams who rely on Tvavium to benchmark, orchestrate, and observe their most critical workloads.

Start Benchmarking

Frequently Asked Questions

Do I need a credit card to start?

No. The Free plan allows you to run workloads on your own cloud instances.

Can I bring my own cloud?

Yes. Tvavium supports provisioning instances into your AWS, Azure or GCP account & run the workload for benchmarking.

How do you charge?

We offer Free, Subscription, and Enterprise plans. Subscription pricing is based on the workloads and features you select, so you only pay for what you use. Enterprise plans are tailored to your needs — contact our sales team for a custom quote.

Is there a self-hosted option?

Available on the Enterprise Plan — deploy the full agent and services securely in your own cloud VPC or on-premises environment.