Workflow Platform LensLive PulseLive Workspace RelayLive HearthLive FusionLive Tools Docs Studies Contact

WorkspaceTry Lens

XARIV

XARIV helps engineering teams make better AI infrastructure decisions — planning, benchmarking, explainability, optimization, and forecasting in one platform.

Product

Home
Workflow
Platform
Lens
Pulse
Relay
Hearth
Fusion
Tools
Docs
Architecture Studies
Blog
Open Source
Company
Contact

Connect

GitHub
LinkedIn
hello@xarivlabs.com

© 2026 XARIV. All rights reserved.

Optional · Step 0 · Quick check

GPU Count Estimator

Estimate GPUs needed for a target QPS, prompt, and output length.

Open in Lens →

Model

GPU

Precision

Peak QPS

Prompt tokens

Output tokens

Batch / replica

Results

Required aggregate t/s: 40,000
Per-replica throughput: 2,345 t/s
Replicas: 18
GPUs / replica: 1
Total GPUs: 18
Est. utilization: 95%
power: 12.2 kW
co2: 113 kg CO₂/day
carbon: 0.03 kg / 1M tokens

Optional step 0 — continue to Define workload (Lens) for the full platform workflow.