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Speed Matters: How Lero Validates 1 Million Emails in Seconds

Need to clean huge email lists fast? Discover how Lero validates 1M+ emails with sub-second response times—without sacrificing accuracy.

Javier Gil

📦 The Problem with Bulk Validation Tools

Validating thousands (or millions) of emails usually leads to one of two trade-offs:

  1. 1. ⚠️ Speed: Most tools throttle requests or crash on large files
  2. 2. ⚠️ Accuracy: Others skip deep checks to finish faster—costing you later in bounces

But if you're:

  • • Scaling cold outreach
  • • Cleaning legacy CRMs
  • • Running acquisition campaigns

You can't afford to compromise.

🚀 Lero's Bulk Engine: Built for Scale

Lero validates 1 million+ emails at scale using a parallelized architecture with:

LayerFunction
🔄 Asynchronous engine10k+ concurrent validations, zero blocking
🌍 Geo-distributed pingersRuns checks from multiple global nodes to bypass greylisting & rate limits
🧠 Smart batchingDynamically chunks large lists based on domain risk profiles
💾 Real-time queuingFeeds results back to your app or dashboard in live streams
📊 Accuracy prioritizationDoesn't skip SMTP, MX, catch-all, disposable or typo checks

💡 Learn more about our infrastructure in: MX Check Deep Dive and Greylisting Detection

🧪 Benchmarks: 1M Emails, Real Speed

Test SizeCompletion TimeAccuracy (%)Compared To
10,0007.4 seconds97.3%~3x faster than Hunter
100,00061.2 seconds97.3%~4.5x faster than Bouncer
1,000,0009 min 43 seconds97.3%~6x faster than ZeroBounce

*Data from internal benchmarks on AWS Frankfurt, 2025.

🎯 Bottom line: Lero processes 1.7K emails per second while maintaining 97.3% accuracy—no other validator comes close.

🔌 Use It Your Way

Lero supports bulk validation through:

MethodIdeal forOutput Format
🖥️ Dashboard UIQuick CSV uploadsXLSX / CSV download
🔁 APIAutomated workflows / real-time appsJSON stream
⚙️ Zapier / MakeLow-code tools like Airtable, TypeformSpreadsheet or webhook
UploadValidateFilterDone

🔐 Privacy, Limits & Scaling Guarantees

🛡️ Data Retention

0-day retention by default

📁 Concurrent Files

Unlimited for paid plans

⚡ Throughput SLAs

Available on Elite plans (SLA 99.9%)

No manual reviews. No delays. Just raw speed.

🧠 Why Speed Actually Matters

Use CaseRisk of Delay or Inaccuracy
Cold email campaignsGreylisting window closes before validation finishes
App signups / onboardingSpam signups get through if checks are slow or skipped
Paid ads to lead magnetsFake emails waste budget + kill list quality
Cleaning enterprise CRMsDelay costs $$$ in sync operations or integrations

⚠️ Real cost of slow validation: Every minute of delay = potential revenue loss, especially for time-sensitive campaigns.

🎯 Lero vs. Legacy Bulk Validators

FeatureHunterBouncerZeroBounceLero
Avg. time for 10k~30s~22s~45s7.4s
Accuracy~95%~96%~95–97%97.3%
Parallel SMTP⚠️ Limited✅ (Geo-Parallel)
Rate-limit aware⚠️
Real-time feedback✅ (streaming)

✅ TL;DR

!

Why Lero?

Because you want to validate 1M+ emails fast, accurately, and without slowing down your funnel. Whether you're a startup or a scaled team, speed is revenue.

🔗 Related Reads

❓ Frequently Asked Questions

Q1: What's the largest file Lero can handle?

We've successfully processed files with 10M+ emails. Enterprise customers get dedicated infrastructure for ultra-large datasets.

Q2: How does bulk pricing work?

Volume discounts start at 100K emails. The more you validate, the lower your per-email cost gets.

Q3: Can I get real-time progress updates?

Yes! Our dashboard shows live progress, and our API provides streaming updates as each email gets validated.

Q4: What happens if my upload fails?

Lero automatically resumes from where it left off. You're never charged for incomplete validations.

Q5: How does Lero handle rate limiting from email providers?

Our geo-distributed infrastructure automatically routes requests to avoid rate limits and maintains consistent speed.

⚡ Ready to Validate at Light Speed?

Stop waiting hours for bulk validation. Join thousands of companies using Lero for lightning-fast, accurate email cleaning.

No credit card required • 97.3% accuracy guaranteed • Enterprise SLAs available

JG

Javier Gil

Founder & CEO

Serial entrepreneur with 10+ years in email technology and deliverability. Previously built and scaled email infrastructure for enterprise clients.

Expertise:

Email DeliverabilityAPI ArchitectureStartup GrowthData Privacy

Written by Javier GilFounder & CEO at Lero

Ready to validate your emails?

Try Lero for free and validate up to 100 emails without any cost.