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BestTime API VS Selenium in AWS Lambda

Compare BestTime API VS Selenium in AWS Lambda and see what are their differences

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  3. ยป Reviews
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BestTime API logo BestTime API

Know when places get busy - Foot Traffic Data API

Selenium in AWS Lambda logo Selenium in AWS Lambda

Scale Selenium to infinity on demand using our serverless tools. Integrates with your AWS account.
  • BestTime API
    Image date //
    2026-07-23
  • BestTime API BestTime Foot Traffic - How it Works
    BestTime Foot Traffic - How it Works //
    2026-07-23

Besttime helps you discover when public venues are busiest by providing real-time visitor patterns and busyness data for locations worldwide.

All the foot traffic data is available with the API to integrate it in your apps and businesses.

Perfect for bars, restaurants, shops, attractions, and other public spaces, it lets you plan visits at optimal times to avoid crowds or find peak hours.

Hourly Predictions: Get relative foot traffic percentages (0โ€“100%) for every hour of the week. Peak Analysis: Automatically identify daily high points, quietest hours, and peak intensity.

Discover the Pulse of the City Donโ€™t just find a venueโ€”find the right vibe at the right time. Use the Venue Filter to spot hotspots, identify quiet gems, and react to live deviations from the normal forecast.

Time-travel filtering: โ€œFriday at 10 PMโ€ Venue categories: BREWERY, MUSEUM, SUPERMARKET, and more. Granular filters: coordinates, rating, reviews, dwell time, and more.

  • Selenium in AWS Lambda Landing page
    Landing page //
    2021-07-13

BestTime API

Website
besttime.app
Pricing URL
Official BestTime API Pricing
$ Details
freemium $29.0 / Monthly
Release Date
2020 June
Startup details
Country
United States
State
Deleware
Employees
1 - 9
Edit details

Selenium in AWS Lambda

Website
selenium.cloud
Pricing URL
-
$ Details
-
Release Date
-
Edit details

BestTime API features and specs

  • Accurate Predictions
    BestTime API provides accurate predictions for the busiest and least busy hours of various locations, helping businesses and consumers plan visits effectively.
  • Wide Range of Locations
    The API covers numerous types of businesses and public places, allowing users to access popular times data for a diverse range of locations.
  • Real-Time Updates
    BestTime API offers real-time data updates, ensuring that users receive the most current information for their planning needs.
  • Easy Integration
    The API is designed with ease of integration in mind, enabling developers to quickly implement it into applications or systems without extensive coding.
  • Customizable Forecasts
    Users can request forecasts for specific days and times, providing flexibility to tailor data retrieval to specific needs.

Selenium in AWS Lambda features and specs

  • Scalability
    AWS Lambda automatically scales your Selenium tests by running multiple instances simultaneously, allowing for efficient parallel testing without managing servers.
  • Cost-effectiveness
    With AWS Lambda, you only pay for the compute time that you consume, which can significantly reduce costs compared to traditional server-based deployments, especially for occasional testing.
  • Maintenance-free
    AWS Lambda abstracts away server maintenance, updates, and patch management, allowing you to focus exclusively on writing and executing Selenium tests.
  • Integration with AWS Services
    AWS Lambda integrates seamlessly with other AWS services such as S3, DynamoDB, and API Gateway, enabling you to build comprehensive, cloud-native testing workflows.

Possible disadvantages of Selenium in AWS Lambda

  • Execution Time Limitations
    AWS Lambda imposes a maximum execution time limit (15 minutes as of 2023), which may not be sufficient for running extensive Selenium test suites.
  • Cold Start Latency
    When Lambda functions are not frequently invoked, they can experience latency during cold starts, potentially affecting the performance of Selenium tests.
  • Browser Environment Setup
    Running Selenium in AWS Lambda requires setting up browser binaries in a serverless environment, which can be complex and may require custom Lambda layers or container images.
  • Resource Limitations
    Lambda functions have restricted memory and computing capabilities, which might limit the execution of resource-intensive Selenium tests.

Analysis of Selenium in AWS Lambda

Overall verdict

  • Selenium.cloud offers a convenient way to run Selenium-based browser automation on AWS Lambda, providing a serverless, cost-effective, and scalable solution for teams that need occasional or bursty web scraping and testing capabilities without managing dedicated infrastructure.

Why this product is good

  • Serverless architecture eliminates the need to provision or maintain servers for running browser automation
  • Pay-per-use pricing model can significantly reduce costs for intermittent or low-volume automation tasks
  • Automatic scaling handles concurrent execution spikes without manual intervention
  • Simplifies deployment of Selenium scripts by packaging Chrome/Chromium binaries compatible with Lambda's environment
  • Reduces DevOps overhead compared to maintaining Selenium Grid or dedicated VM-based testing infrastructure
  • Integrates well with other AWS services like S3, CloudWatch, and API Gateway for building complete automation pipelines

Recommended for

  • Teams running periodic or scheduled web scraping jobs
  • QA teams needing occasional automated browser testing without maintaining persistent infrastructure
  • Startups and small teams looking to minimize infrastructure costs for browser automation
  • Developers building serverless web scraping or monitoring tools
  • Projects with unpredictable or bursty automation workloads that benefit from auto-scaling
  • Users already invested in the AWS ecosystem seeking tighter integration with existing services

BestTime API videos

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Category Popularity

0-100% (relative to BestTime API and Selenium in AWS Lambda)

BestTime API

Selenium in AWS Lambda

APIs
100 100%
APIs
0% 0
Web Automation
0 0%
Web Automation
100% 100
AI
100 100%
AI
0% 0
AWS Lambda
0 0%
AWS Lambda
100% 100

User comments

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Social recommendations and mentions

Based on our record, BestTime API seems to be more popular. It has been mentiond 2 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

BestTime API mentions (2)

  • Ask HN: What are you working on? (April 2025)
    Building a foot traffic API to see the busiest venues (bars, shops, museums, etc) in (your) worldwide neighborhood: https://besttime.app. - Source: Hacker News / over 1 year ago
  • How understand Google Popular Times feature chart?
    Maybe you should try the https://besttime.app foot traffic API. They provide similar data, but also provide additional tools and a software API. This way you can get the data much easier. Source: over 5 years ago

Selenium in AWS Lambda mentions (0)

We have not tracked any mentions of Selenium in AWS Lambda yet. Tracking of Selenium in AWS Lambda recommendations started around Jul 2021.

What are some alternatives?

When comparing BestTime API and Selenium in AWS Lambda, you can also consider the following products

Placer.ai - Unprecedented visibility into consumer foot-traffic

Trackburnr - Track data with beautiful and customizable heatmaps

Hotjar - The #1 Leader in Heatmaps, Recordings, Surveys & More. Sign up for a 15-day free trial and start learning from real user behavior today!

66Analytics - Self-hosted analytics, heatmaps & session recordings.

SafeGraph - SafeGraph's Points-of-Interest (POI) data, geofences, business listings, & foot-traffic data empowers firms to do better geolocation, marketing attribution, retail analytics, & location intelligence.

heatmap.js - Dynamic Real-time Heatmaps for the Web

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