How Soax Slashes AI/ML Data Latency With Upgraded Proxies

Soax’s Infrastructure Upgrades Slash Latency for AI and ML Data Collection

In the fast-paced world of artificial intelligence (AI) and machine learning (ML), every second counts. Latency—the delay between sending a request and receiving a response—can bottleneck your data collection, slow down insights, and frustrate your workflows.

Soax, a leading proxy service, has rolled out infrastructure upgrades that cut latency by up to 64% for North American users, promising faster, more reliable data for AI and ML projects.

In this post, we’ll explore what these upgrades mean, why latency matters, and how you can leverage them

What Is Latency and Why Does It Matter?

Soax’s Infrastructure Slash Latency for AI and ML Data

Latency is the time it takes for data to travel from your system to a server and back. For AI and ML, where scraping vast datasets or fetching real-time info is routine, high latency can be a killer. 

High latency doesn’t just waste time—it increases timeouts, drops data quality, and weakens model accuracy.

Cutting it down means quicker, cleaner datasets—the lifeblood of AI success. Soax’s upgrades tackle this head-on.

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Soax’s Infrastructure Upgrades: The Details

Soax has beefed up its North American network by placing proxy servers closer to users and target sites, reducing travel time for data. They claim a 64% latency reduction, measured by Time to First Byte (TTFB)—the time from sending a request to receiving the first data chunk.

Soax’s Infrastructure Upgrades- Status
TTFB Explained: Lower TTFB speeds up initial responses, crucial for tasks like web scraping.
The Stats: Soax reports average response times of 0.56–0.66 seconds, with success rates of 99.7% for residential proxies and 99.99% for ISP/datacenter proxies (Source: Soax Status, 2025).

Benefits of Lower Latency for AI and ML

Reducing latency isn’t just about speed—it’s about unlocking efficiency and precision. Here’s what you gain:

Time Savings: A 100ms drop per request saves 16.67 minutes on 10,000 pages—scale that up, and you’re reclaiming hours.
Higher Data Quality: Zyte’s 2023 study of 500 million scraping requests found latency over 3 seconds raises failure rates by 21% . Lower latency keeps your datasets intact.
Real-Time Advantage: Faster data refreshes keep models current—think stock predictions or live sentiment tracking.
Cost Efficiency: Fewer retries and less infrastructure strain trim your budget.

Stat Spotlight: Google research shows a 100ms delay cuts user satisfaction by 10%—in AI workflows, that’s a ripple effect on performance .

Real User Feedback: Does It Deliver?

Soax Real User Feedback

Soax’s claims are bold, but what’s the word on the street? We dug into 2024–2025 reviews:

The Positives: Trustpilot users praise speeds as low as 0.56 seconds, while Proxyway tests show Soax’s mobile proxies beating Bright Data in speed.
The Downsides: Some March 2025 reviews note slower proxies in niche regions, with complaints of “barely usable” performance for certain scraping tasks.

Performance Snapshot:

Proxy TypeSuccess RateAvg. Response TimeUser Feedback
Residential99.7%0.66s“Fast, reliable”
ISP/Datacenter99.99%0.56s“Top-tier speed”
Mobile99.5%0.60s“Solid but varies”

How to Pick a Proxy Service?

Soax isn’t your only option. Here’s how to choose wisely:

Test It Out: Trials reveal real-world performance—Soax offers small plans to start.
Check the Numbers: Soax’s live latency sits at 0.56–0.66s (Source: Soax Status).
Match Your Needs: Real-time AI demands sub-second responses; batch jobs can tolerate more.
Compare Competitors: Oxylabs leads in speed (0.40–0.50s), Bright Data in scale.

Quick Comparison:

Proxy ProviderAvg. LatencyStrengthsBest For
Soax0.56–0.66sNorth America focusMid-scale scraping
Oxylabs0.40–0.50sSpeed leaderHigh-speed tasks
Bright Data0.60–0.70sMassive poolLarge-scale projects

Experience faster, more reliable data collection with Soax’s upgraded infrastructure. Whether you’re training AI models or chasing real-time insights, Soax can help.

Strategies to Minimize Latency

Beyond Soax, here are universal tips to keep latency low:

Choose Nearby Servers: Proximity cuts travel time.
Leverage CDNs: Cloudflare reports 50% faster load times with cached data .
Optimize Connections: Reuse sessions to skip setup delays.
Compress Data: Smaller payloads move faster.

Why Latency Shapes AI Success

A 2024 Stanford study found low-latency pipelines improve ML accuracy by 8% in dynamic datasets . Fresher data catches trends faster—crucial for real-time applications like price monitoring or social media analysis.

Conclusion: Time to Act

Soax’s infrastructure upgrades deliver a compelling edge: up to 64% lower latency, faster data collection, and better AI/ML outcomes. Pair it with smart optimization, and you’re set to save time and boost results. Ready to see the difference?

Source: Soax Blog

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