Ably vs Snowplow comparison

Why PeerSpot?

Ably and Snowplow are both solutions in the AWS Marketplace category. Ably is ranked #8 with an average rating of 9.0, while Snowplow is ranked #21 with an average rating of 8.0. Ably holds a 0.2% mindshare in AWSM, compared to Snowplow’s 0.2% mindshare. Additionally, 100% of Ably users are willing to recommend the solution, compared to 83% of Snowplow users who would recommend it.

Ably

Read 6 Ably reviews

2,314 Views
1,643 Comparison Views

100% willing to recommend

Snowplow

Read 6 Snowplow reviews

2,076 Views
1,453 Comparison Views

83% willing to recommend

Ably

Snowplow

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between Ably and Snowplow based on real PeerSpot user reviews.

Find out in this report how the two AWS Marketplace solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Ably vs. Snowplow Report (Updated: September 2026).

Buyer's Guide

Ably vs. Snowplow

September 2026

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Ably

Ranking in AWS Marketplace

8th

Average Rating

9.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Snowplow

Ranking in AWS Marketplace

21st

Average Rating

8.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of October 2026, in the AWS Marketplace category, the mindshare of Ably is 0.2%, up from 0.1% compared to the previous year. The mindshare of Snowplow is 0.2%, down from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

AWS Marketplace Mindshare Distribution
Product	Mindshare (%)
Ably	0.2%
Snowplow	0.2%
Other	99.6%

AWS Marketplace

Featured Reviews

Uday Nagpure

Program Manager at Zensar Technologies

Reduced manual work and built reliable real-time collaboration with serverless messaging

I love Ably for its advanced pub/sub messaging capabilities, which help us with messaging Delta Compression, allowing us to send only changes from previous messages instead of entire payloads every time. For example, if I have to say 'hi', instead of sending the whole payload, it only sends the change in the current payload, reducing bandwidth consumption and enabling high-frequency data streaming. This major change has made our clients really happy as they receive notifications and messages without latency. Additionally, if a client goes offline, Ably stores messages in history for up to 72 hours, allowing clients to query history and catch up on missed events, ensuring complete stream continuity. It also supports multi-protocol, using WebSockets and gracefully falling back to server-sent events and long polling as needed, including support for MQTT and IoT devices along with pub/sub control for easy migration.I appreciate the serverless integration that has the integrated native web hook, instantly triggering serverless functions such as AWS Lambda and Azure Function when specific real-time events occur. It also allows Kafka Connector for seamless ingestion of messages from Kafka topics to stream them out to millions of users in milliseconds.

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Neha Lall

Product Analytics Lead at MSE Technology

Granular behavioral tracking has transformed how we understand user journeys and optimize funnels

Snowplow could be improved in a couple of areas. The Snowplow team is readily available and proactive, always jumping on calls to make changes, especially how we track consent and non-consent data for the EU market. One area of improvement could be its vast canvas, which might feel overwhelming and confusing to people who are less technical or are not sure how to best structure their data. Although Snowplow is powerful, getting value from this granular event data does require strong SQL skills and knowledge of the underlying data model. Therefore, making the data more accessible to less technical users could enhance intuitive self-service exploration, funnel visualization, and easier debugging of tracking issues, allowing product teams to gain insights without relying heavily on analysts. Snowplow could also automate most processes and implement smarter monitoring alerts for fallback. Better documentation and easier debugging when event tracking or schemas change would help, given that managing event definitions centrally can be a hassle when there is a breaking change. Having automated systems to inform users about changes in events or properties would make things smoother across teams.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"Ably has positively impacted our organization by providing a good return on investment by avoiding the labor cost of building and maintaining a custom WebSocket server."

"Ably has a big capacity to stream data all over the world, has higher reliability and a 99.99% uptime, offers robust security guarantees and ease of integration, and saved at least 80% of the cost that would have required more developers and more time for integration testing and development."

"Ably has improved our organization by enhancing real-time communication capabilities and providing reliable data delivery."

"Ably's API integration is intuitive; it definitely improved our efficiency, and we saw faster user interaction and around a 20% reduction in latency during peak times, which improved user experience as well."

"We experience vast improvements across many areas with Ably; when users connect bank accounts, we previously had to poll repeatedly, which is now replaced by Ably's real-time infrastructure that maintains a persistent back-end connection, significantly reducing the need for infrastructure management and API load, resulting in average bank connection display times decreasing from eight to twelve seconds down to one to two seconds, and with persistent back-end connections reducing API calls, we achieve a lower operational load, seeing an impressive reduction of thirty thousand to forty thousand calls monthly."

"My most-liked feature is its highly reliable real-time messaging capacity."

"We have a lot more insight into our user behaviour and can now make the correct decisions."

"On a broader level, Snowplow has brought a lot of credibility to the analysis and dashboards that I have created, with the biggest positive impact being that it gives us reliable, centralized behavioral data that teams can use consistently."

"Snowplow has positively impacted my organization by enabling me to see user behavior in real time."

"Snowplow is excellent at what it is designed for: full control over data collection and processing, strong schema-driven tracking, and works really well with warehouse-first stacks like Google BigQuery."

"Snowplow is doing perfectly what it says it is doing; it meets everything it promises and develops the product all the time."

"Snowplow has impacted my organization positively, very well. For DPG Media, it is the most important data source that we have, delivering a lot of value in the company."

Cons

"It falls just short of a perfect ten only because full twenty-four-hour phone or live chat escalation is heavily gated behind their highest enterprise pricing tiers."

"Overall, Ably appears strong for managed real-time operations, but could improve areas such as pricing predictability."

"Ably can be improved in several areas."

"One area of improvement could be its vast canvas, which might feel overwhelming and confusing to people who are less technical or are not sure how to best structure their data."

"Setup is challenging because getting the pipeline infrastructure right is hard."

"Maintenance overhead was high, debugging and schema management were time-consuming, and there were increasing security concerns due to it no longer being actively maintained."

"The only issue that we had at a certain moment was that Snowplow was offering more services and asking us to pay more, but we did not use all these services."

"Snowplow can be improved by reducing the pricing, as it is currently too high."

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Top Industries

By visitors reading reviews

Construction Company

28%

Outsourcing Company

19%

Comms Service Provider

Consumer Goods Company

Construction Company

33%

Insurance Company

27%

Outsourcing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	3
Large Enterprise	9

No data available

Questions from the Community

What needs improvement with Ably?

For the use I have made, I didn't see any limit or margin to implement to go higher.

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What is your primary use case for Ably?

My main use case for Ably is integrating the Kafka queue with Ably and sending notifications to IoT devices like a smartwatch. After the topic was reached by the message, Ably can fetch it from thi...

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What advice do you have for others considering Ably?

I would recommend trying Ably if you have a wider range of IoT device types to deliver notifications. I gave this review a rating of 9.

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What is your experience regarding pricing and costs for Snowplow?

The setup cost is very fair and reasonable.

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What needs improvement with Snowplow?

See all answers

What is your primary use case for Snowplow?

I have been using Snowplow for the past four or five years. We migrated from Google Analytics to Snowplow, and our main use case for Snowplow is for tracking events for instrumentation. We also use...

See all answers

Comparisons

No data available

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Product Reports

Buyer's Guide

Ably

October 2026

Download Ably product report

Buyer's Guide

Snowplow

September 2026

Download Snowplow product report

Overview

Ably provides a real-time communication platform designed to manage complex streaming data and messaging, delivering reliability and scalability. It facilitates seamless integration with global messaging services, offering low latency and high availability across networks.

Ably is crafted to support a diverse range of use cases including real-time dashboards, live chat applications, multiplayer games, and collaborative tools. It offers versatile API support and ensures data integrity. Through consistent performance, Ably simplifies the process of building live functionalities by allowing engineers to focus on core application development rather than scaling challenges.

What Are Ably's Most Important Features?

Real-time Messaging: Ensures low-latency communication for live interactions.
Scalable Infrastructure: Accommodates millions of concurrent connections seamlessly.
Data Integrity: Guarantees message delivery ensuring consistency across platforms.
Versatile API Support: Provides various programming interfaces for easier integration.

What Benefits or ROI Should Users Look for in Reviews?

Enhanced User Engagement: Real-time updates boost interaction.
Scalability: Effortless adaptation to increasing demand without service disruption.
Reliability: Consistent service delivery minimizing downtime.
Developer Productivity: Simplifies complex integrations, reducing development time.

In the finance industry, Ably supports live trading platforms by delivering instantaneous data updates. In gaming, it enables real-time multiplayer experiences with synchronized data. Within education, Ably facilitates live webinars and interactive learning sessions, thanks to its robust real-time messaging capabilities.

Ably

Snowplow is a data collection platform known for its ability to gather rich, event-level data across websites and applications in real-time, offering unique insights and advanced analytics capabilities for users.

Snowplow provides a powerful framework for capturing and managing complex data streams. Its architecture supports the collection, storage, and processing of high-quality, granular data. Users benefit from the high level of detail it provides, which enables sophisticated analytics and supports data-driven decision making. With Snowplow, organizations can gain a clearer understanding of user behavior and refine their marketing strategies efficiently.

What are the key features of Snowplow?

Real-Time Data Collection: Allows immediate insights and faster reaction times.
Scalable Architecture: Supports growing data needs without compromising performance.
Data Enrichment: Enhances raw data with added context for deeper insights.
Open Source: Provides flexibility and customization opportunities for users.
Privacy Compliance: Ensures data handling aligns with privacy regulations.

What are the benefits to consider?

Improved Analytics Accuracy: Detailed data collection delivers more precise insights.
Enhanced Decision Making: Actionable data leads to informed business strategies.
Cost-Efficiency: Focused data processing can optimize operating costs.
Customizable Data Pipelines: Tailors data streams to business requirements.

Industries implement Snowplow by integrating it with their existing data infrastructure to complement their analytics and intelligence operations. For e-commerce, Snowplow helps in understanding customer journeys, while in finance, it assists with risk assessment and fraud detection. In media, it supports content personalization by analyzing viewer preferences and engagement.

Free Report: Ably vs. Snowplow

Find out what your peers are saying about Ably vs. Snowplow and other solutions. Updated: September 2026.

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We monitor all AWS Marketplace reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.