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How Contentstack's engineering team went from 30-minute query timeouts to real-time CDN log analysis

Contentstack boosted ingestion from 40TB to 60TB monthly, cut logging spend in half, and turned unreliable dashboards into a fast workflow for internal teams and customers.

50%

Lower logging bill

60TB

Monthly CDN log ingestion

2.2s

Avg query across 635GB of data

12 months

Retention vs. 2 weeks before

Founded

San Francisco · 2018

Company size

600–1,000

Switched to Bronto

2024

Business context

The Contentstack team runs a massive content delivery and experience platform, serving APIs behind a global CDN for third-party websites, mobile apps, and e-commerce systems. Every request hits their API with a unique key, and their team needs to trace errors, group by status codes, and export logs to customers.

Before and after Bronto

Before Bronto
With Bronto
40TB monthly ingestion cap
Boosted ingestion to 60TB monthly
30+ minute query times (when they worked at all)
Complex multi-day queries return in seconds
Dashboards that routinely failed
Faster, more reliable dashboards (sub-second over terabytes of data)
Constant budget pressure
Cut their logging bill in HALF, while adding more CDN workloads to Bronto
Slow performance for queries on behalf of customers
Built reliable log exports for their customers

How Bronto helped

Bronto serves as Contentstack's unified logging layer for high-volume CDN workloads, starting with Fastly logs and expanding to include Cloudflare data. Bronto enables Contentstack to store significantly more log data over extended periods — something that was previously cost-prohibitive.

Extended retention unlocks new value: with 12-month retention (compared to their previous 2-week window), Contentstack's teams can now analyze months of historical data to understand business-critical patterns. They're tracking customer API latency trends over time, identifying seasonal performance variations, and building comprehensive reports that inform both operational and strategic decisions.

From operational to analytical: this extended data access has opened up use cases beyond immediate troubleshooting. Contentstack performs business-level analysis directly from their log data, examining customer usage patterns and API performance trends that were previously slow and cumbersome to reveal.

AI-powered efficiency: as a design partner, Contentstack is helping shape Bronto's AI capabilities, including natural-language query features that reduce time-to-insight and improve team efficiency during incident response.

Benchmarks at Contentstack scale

  • Typical queries span 635GB of CDN data and return in 2.2 seconds on average (vs. 30+ minutes previously)
  • Large queries (1–5TB) filtered for rare events like specific HTTP error codes or endpoint failures return in under 900ms
  • Multi-terabyte queries with heavy aggregation (e.g. grouping by customer ID across months of API logs) complete in around 4 seconds
It's a night and day difference to our previous logging provider. Bronto typically returns results in seconds, while our old vendor took over 30 minutes and frequently failed to render visualizations.

Jaymin Patel

Team Lead, Contentstack

Ready to try Bronto out?

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