Software Alternatives, Accelerators & Startups

mbuzz.co VS HockeyStack

Compare mbuzz.co VS HockeyStack and see what are their differences

mbuzz.co logo mbuzz.co

Multi-touch attribution that shows the model behind the number. 8 models compared side-by-side, a SQL-like DSL to write your own, and open-source SDKs for Ruby, Node, Python, and PHP. Runs server-side. Your data, not theirs.

HockeyStack logo HockeyStack

Not just another simple analytics tool.
  • mbuzz.co Attribution dashboard
    Attribution dashboard //
    2026-04-14
  • mbuzz.co Conversions by channel
    Conversions by channel //
    2026-04-14
  • mbuzz.co Custom model in the DSL editor
    Custom model in the DSL editor //
    2026-04-14
  • mbuzz.co Blended ROAS vs platform
    Blended ROAS vs platform //
    2026-04-14
  • mbuzz.co Channel performance detail
    Channel performance detail //
    2026-04-14

mbuzz is multi-touch attribution for technical marketers who've stopped trusting their dashboard. Here's the thing nobody selling you attribution wants to say out loud: every tool runs a model under the hood, and the number it reports isn't "the data." It's that model's opinion of the data. Same touchpoints, different model, completely different "best channel."

mbuzz runs eight of them at once. First-touch, last-touch, linear, time-decay, position-based, Markov, Shapley, data-driven. You can compare them, argue with them, and write your own in a SQL-like DSL if none of the stock eight fit how your business actually works.

  • HockeyStack Landing page
    Landing page //
    2023-08-18

mbuzz.co

Website
mbuzz.co
$ Details
freemium
Platforms
Web REST API Ruby Python PHP Node JS Shopify
Release Date
2026 January
Startup details
Country
Australia
State
NSW
City
Sydney
Employees
1 - 9

mbuzz.co features and specs

  • Multi-model attribution
    8 models side-by-side: first-touch, last-touch, linear, time-decay, position-based, Markov, Shapley, data-driven
  • Attribution DSL
    SQL-like language for editing / writing your own attribution models
  • Lossless tracking
    Server-side capture of 30-40% more touchpoints than client-side trackers lose to ad blockers
  • LTV / CLV mode
    Toggle attribution reports between transaction count and customer lifetime value views
  • Open-source SDKs
    Ruby, Node, Python, PHP, Shopify, server-side GTM

HockeyStack features and specs

  • Comprehensive Analytics
    HockeyStack offers a wide range of data analytics features, allowing users to track various metrics such as website traffic, user behavior, and conversion rates in a detailed manner.
  • User-friendly Interface
    The platform is designed with a user-friendly interface, making it easy for users to navigate and find the information they need without technical difficulties.
  • Customizable Dashboards
    HockeyStack allows users to create custom dashboards tailored to their specific needs, enabling more efficient data visualization and decision-making.
  • Integration Capabilities
    The platform supports integration with various other tools and platforms, enhancing its functionality and allowing for seamless data flow between systems.
  • Real-time Data
    Provides real-time data tracking, which is crucial for businesses that need to make swift decisions based on the most current information.

Possible disadvantages of HockeyStack

  • Pricing
    HockeyStack's pricing can be a barrier for small businesses or startups, as it may be higher compared to other analytics tools in the market.
  • Learning Curve
    Despite its user-friendly interface, the range of features may still require a learning curve for new users to fully utilize the platform's capabilities.
  • Limited Free Plan
    The free plan offered by HockeyStack is limited in terms of features and data retention, which might not be sufficient for more data-intensive needs.
  • Intermittent Data Accuracy
    Some users have reported occasional issues with data accuracy, which may require additional validation when making critical decisions.
  • Support Response Time
    Customer support response times can sometimes be slower than expected, which can be problematic for users needing immediate assistance.

mbuzz.co videos

No mbuzz.co videos yet. You could help us improve this page by suggesting one.

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HockeyStack videos

Hockeystack Review and Walkthrough With Founder | MarTech Wise Reviews

More videos:

  • Review - HockeyStack Review - Better than Google Analytics or Hotjar?
  • Review - HockeyStack Review 2021 | Increase Your Landing Page Conversions

Category Popularity

0-100% (relative to mbuzz.co and HockeyStack)
Attribution Tracking
100 100%
0% 0
Analytics
0 0%
100% 100
Marketing
100 100%
0% 0
Web Analytics
0 0%
100% 100

Questions & Answers

As answered by people managing mbuzz.co and HockeyStack.

What makes your product unique?

mbuzz.co's answer

Every attribution tool runs a model under the hood and reports its number like it came from physics. mbuzz is the only one that shows the model. Eight of them side by side, plus a SQL-like DSL to edit or write your own. You stop arguing about which channel works and start arguing about which model you should trust.

Why should a person choose your product over its competitors?

mbuzz.co's answer

Dreamdata, HockeyStack, and Northbeam all ship with a proprietary "data-driven" model you can't see inside. You pay $1,400โ€“$5,000 a month to trust their math. mbuzz runs eight models you can inspect, lets you edit the logic in a SQL-like DSL, keeps your data exportable on every plan, and starts at $0. For a $1โ€“100M company spending $20Kโ€“$1M a month on ads, that's the difference between renting an attribution tool and owning an attribution stack.

How would you describe the primary audience of your product?

mbuzz.co's answer

Technical marketers, marketing ops, growth engineers, and data-savvy CMOs at startups and mid-market SaaS, DTC, fintech, and healthtech companies spending $20Kโ€“$1M a month on paid media. Specifically the ones who've stopped trusting their dashboard โ€” who want to audit the math themselves, not hear "trust our algorithm."

What's the story behind your product?

mbuzz.co's answer

Years of wrestling with the limitations of various existing solutions, platform-inflated ROAS, and enterprise attribution tools that cost more than the budgets they were measuring. Every tool I tried picked one model and hid the math. I wanted to compare models, argue with them, and write my own rules โ€” so I built one. mbuzz is the attribution platform I wished existed when I was trying to explain channel performance to a CFO who didn't believe the Meta pixel.

Which are the primary technologies used for building your product?

mbuzz.co's answer

Ruby on Rails (backend + dashboard), PostgreSQL, Sidekiq for background jobs, Stimulus/Turbo for the frontend. Open-source SDKs in Ruby, Node, Python, and PHP. Deployed via Kamal on DigitalOcean.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare mbuzz.co and HockeyStack

mbuzz.co Reviews

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HockeyStack Reviews

8 Databox Alternatives: Which One Is The Best?
If you are unsatisfied with the features or pricing models of Databox, you can check the platforms I have listed below. Even though you are not sure or confused about the options, you should not decide before examining all the pros and cons of the listed tools. However, if you are still not satisfied with the listed options, HockeyStack will help you get informed about...
Source: hockeystack.com

Social recommendations and mentions

Based on our record, HockeyStack seems to be more popular. It has been mentiond 3 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.

mbuzz.co mentions (0)

We have not tracked any mentions of mbuzz.co yet. Tracking of mbuzz.co recommendations started around Apr 2026.

HockeyStack mentions (3)

What are some alternatives?

When comparing mbuzz.co and HockeyStack, you can also consider the following products

Google Analytics - Improve your website to increase conversions, improve the user experience, and make more money using Google Analytics. Measure, understand and quantify engagement on your site with customized and in-depth reports.

Plausible.io - Plausible Analytics is a simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics. Made and hosted in the EU, powered by European-owned cloud infrastructure ๐Ÿ‡ช๐Ÿ‡บ

Mixpanel - Mixpanel is the most advanced analytics platform in the world for mobile & web.

Waydev - Waydev analyzes your codebase from Github, Gitlab, Azure DevOps & Bitbucket to help you bring out the best in your engineers work.

Rockerbox - Rockerbox is a real-time user intent that developed the technology to determine user's intent based on recent browsing habits.

Funnel.io - Marketing analytics software for e-commerce companies and online marketers that automatically...