Intelligent Runtime Routing.

Stop compiling blindly. ScaleDynamics profiles client hardware in the first 14ms of page load to dynamically adapt your frontend execution path delivering the absolute best possible UX your user's silicon can handle - maximizing conversion across every device tier.

BDP 1 & 2 - Entry/Basic
‍Engage a lightweight, fast UX
Speed is King: -100ms latency gain = +5% conversion
(Extra Revenue: +$35,000)

BDP 3 & 4 - Mid-Range/High-End
Unlock a premium, rich interactive UX.
Yield Expansion: Premium features = +6% conversion
(Extra Revenue: +$17,000)

BDP 1 & 2 - Entry/Basic

BDP 4 - High-End‍

Weather app screen showing 28°C rainy storm clouds in Florida, wind 7.90 km/h, UV index 5.50, 7-day forecast, and map.

Dashboard showing global traffic, AI readiness, device types, response delays, and conversion rates on a smartphone screen.

Extra Revenue computed for a 100k monthly traffic

See Where Your Fleet Sits

The web is fragmented. Stop shipping a single, rigid JavaScript bundle

The Problem: The "One-Build" Trap

When you deploy an application, you are sending the exact same code to an M3 Max and a thermal-throttled budget phone. The result:
‍

The Low-End Crash: Heavy payloads overwhelm the slow device, causing severe main-thread blocks and tanking conversion.
The High-End Waste: Forced to build for the lowest common denominator, you leave massive amounts of flagship silicon sitting completely idle.

ScaleDynamics treats web performance like a two-way volume knob. By calculating the Browser Device Performance (BDP) index in the first 14ms of page load, your application can instantly switch modes to match the client's real-time hardware capabilities.

The Solution: The Browser Device Performance (BDP) Reality

The Browser Device Performance (BDP) standard changes how frontend code behaves. Our lightweight 10KB script exposes a simple, deterministic score (BDP 1-4) directly to your frontend.

This gives your engineering team two immediate superpowers:
‍

‍Adapt: Write conditional fallbacks to change the UX/processing based on the device.
‍Observe: Push the BDP score into your analytics to finally measure the hardware-revenue gap.

READ HOW THE BDP ENGINE WORKS

Get BDP in 3 lines

Add our lightweight loader tag to your HTML <head> or deploy it via Google Tag Manager to asynchronously get the BDP in 14ms.

import { SdMetrics } from 'https://cdn.scaledynamics.com/libs/1/sd-metrics.js';
const sd = new SdMetrics();
const bdp = await sd.bdp.getValue();

Export BDP Telemetry to Your Existing Analytics

Plug BDP into your reporting stack to see exactly how client CPU and GPU bottlenecks impact retention, LCP, and INP across every device tier.

EXPLORE ANALYTICS INTEGRATIONS

Playing Defense: Rescuing Low-End & Throttled Hardware

BDP Tiers 1 & 2

When the ScaleDynamics agent detects an under-powered or thermal-throttled device, your application safely shifts into Defensive Mode before the core framework lifecycle even begins.

Eliminate Main-Thread Blocks

Automatically drop non-essential UI complexity, heavy animations, and expensive background tracking loops to keep the main thread clear.

Protect Core Web Vitals

Ensure a flawless INP (Interaction to Next Paint) and LCP (Largest Contentful Paint) by keeping JavaScript execution lightweight and deterministic.

Rescue Churned Conversions

Stop losing users during critical checkout or onboarding flows due to browser freezes and layout thrashing.

Going on Offense: Weaponizing Premium Flagship Silicon

BDP Tiers 3 & 4

When a user lands on your platform with top-tier desktop or mobile hardware, you shouldn't treat them like an average baseline. It's time to go on the Offense.

Unleash Advanced UX

Automatically unlock high-fidelity UI states, rich 3D rendering contexts, micro-interactions, and complex visual transitions that drive premium brand engagement.

Heavy Client-Side Processing

Confidently stream, sort, and process massive datasets or high-density interactive dashboards directly in the browser, bypassing server bottlenecks.

Maximize Flagship Headroom

Prepare the runtime environment to deploy the Impulse Engine, offloading intensive SPA workloads into parallel Web Workers to push rendering limits beyond anything else on the web.

Stop Compiling Blindly. See Where Your Fleet Actually Sits.

Stop shipping generic app bundles to an imaginary "average" device. Map your live hardware baseline to identify thermal-throttled mobile users (BDP 1–2), tap unused flagship silicon (BDP 3–4), and pinpoint devices ready for local AI (AIR).

Request a Free 10K Session Fleet Audit

5-Minute Installation:
Add our lightweight loader tag to your HTML <head> or deploy it via Google Tag Manager to start collecting session data.

Capped at 10,000 Sessions
We cover the full infrastructure and database processing costs for your first 10K sessions - giving you complete view of your harware tiers.

100% Enterprise Safe
GDPR/CCPA compliant telemetry that queries low-level hardware and graphics hooks, never user data or PII.
Learn how our diagnostic architecture works →

Two Reports in One Audit
Instantly audit Browser Device Performance bottlenecks and local AI readiness concurrently at no extra cost.
View BDP Sample Report → / AIR Sample Report →

Request Free 10K Session Audit