New 42-day free trial Get it now
Smarty

Evaluating geocoding API capacity and speed

How fast is your geocoder? Some APIs hit 27 geocodes per second, others achieve 100,000+. Evaluate before committing to save time, cut costs, and improve data.
Updated October 29, 2025
Tags
How fast is your geocoder? Some APIs hit 27 geocodes per second, others achieve 100,000+. Evaluate before committing to save time, cut costs, and improve data.

The right geocoding API can help your business reduce costs and increase profits through accurate location data. But how do you know if a service can handle your data needs? Capacity and speed are two key topics to consider when comparing geocoding services.

You can find out more about all the questions you need to ask in our ebook, 8 Questions to Ask When Selecting a Geocoding API by clicking the link here:

Download '8 Questions to Ask When Selecting A Geocoding API' Now.

API capacity and speed: What you need to know

The higher the capacity and faster your geocoding API works, the faster you can utilize that address data and make money. Your accounting department is already smiling just thinking about it.

Let's get into how we measure geocoding speed and what's considered fast versus slow.

Geocoding API speed is measured in “query per second” rates, or QPS. That means we're tallying how many addresses can be geocoded per second. There's a wide spectrum or published geocoding API provider speeds—from 27 QPS all the way up to 100,000+ QPS.

Most businesses find that producing dozens, hundreds, or even thousands of geocodes per second simply isn't fast enough.

Speed and capacity are closely linked. If a service provider doesn't have enough server capacity, they can't handle a mass quantity of geocodes at one time. When too many geocodes overload the system, there's typically one of two reactions:

  1. The geocoding system bogs down and slows to a turtle-like speed.
  2. The geocoder behaves as a cranky hall monitor and forces all users into a line.

Both scenarios have the same outcome—SLOW speeds.

So what's the solution to your need for speed?

Look for a cloud-based geocode provider that can spin up new servers almost instantly to accommodate near infinite usage. This provides very high speeds and nearly unlimited capacity for users.

Think you don't need Sonic the Hedgehog level speeds for your address data? Consider this use case:

In the property and casualty insurance industry, profitability hinges on the accuracy of risk assessments—location being a key factor in those assessments. Because location attributes change frequently, many insurance companies update geocodes for their whole database of hundreds of millions of addresses every month. That's simply not practical without a fast geocoding solution.

Operationally efficient, high-performing businesses shouldn't be forced to wait. Choose a geocoding provider with high capacity and high speeds to get the most benefit from your address data.

Questions to ask about geocoding API capacity & speed

  • Will the speed and capacity fit my business needs?
  • What hardware / software limitations might affect the provider's speed?
  • What does the provider's SLA (Service Level Agreement) state about downtime, latency, outages, response time, QPS, and server capacity that impact speed and capacity?

Of course, while important, speed and capacity aren't the only factors to consider when choosing your geocoding service.

You also want to consider things like on-premise versus cloud, and whether a provider is compatible with third-party basemaps. To find out the answers to these questions, click the link to download the full ebook:

Download '8 Questions to Ask When Selecting A Geocoding API' Now.

Subscribe to our blog!
Learn more about RSS feeds here.
Read our recent posts
What to look for in an address data solution: Data accuracy
Arrow Icon
Once you know what capabilities you need, the next challenge is choosing a provider that actually delivers—pun intended. This blog is part of our five-part series, What to look for in an address data solution. Previously, we discussed the need to find an address data solution that understands the importance of speed, scalability, and reliability, enabling you to maintain automated, efficient, and accurate workflows in any industry that deals with addresses. Today, we’ll focus on the hidden costs of inaccurate data, defining and combating the “validation gap”, and why it’s important in any industry.
Empowering finance, healthcare & insurance companies with international autocomplete
Arrow Icon
Address data plays a vital role for finance, healthcare, and insurance companies. When these companies serve customers worldwide, processes like KYC compliance, fraud prevention, and onboarding become even more complicated, making accurate data even more essential. Enter International Address Autocomplete, a form and checkout address-filling feature that saves the day for more than just ecommerce companies based in the US. It’s also great for finance, healthcare, and insurance companies worldwide.
What to look for in an address data solution: Speed, volume, and reliability
Arrow Icon
Not all address tools are created equal. The right platform should do more than validate—it should verify, enrich, and future-proof your data. This blog is part of our five-part series, What to look for in an address data solution. Previously, we discussed the hidden costs of poor address data, including misdeliveries, lost revenue, billing errors, and operational inefficiencies. These creep up because companies mistakenly assume that their CRM or ERP already validates and standardizes addresses.

Ready to get started?