Evidence and Count both receive high ratings, consistently between 4.5 and 5 stars, indicating strong user satisfaction. Evidence excels in creating polished data products using SQL and markdown, while Count offers strong collaborative features for data analytics involving AI insights. Both tools are priced competitively with free tiers available.
Best for
Evidence is the better choice when creating interactive dashboards and embedding analytics in customer applications is critical, especially for smaller teams that prefer an open-source approach.
Best for
Count is the better choice when real-time collaboration and comprehensive data model building in a team environment are priorities, especially for larger teams requiring extensive integration options.
Key Differences
Verdict
Evidence is ideal for small to mid-sized teams that need a robust, open-source analytics tool primarily designed for data visualization and report generation. Count, however, fits larger teams that require a collaborative environment to drive analytics projects with real-time integration and AI features. Choose based on team size, required features, and collaboration needs.
Evidence
Evidence is an open source, code-based alternative to drag-and-drop BI tools. Build polished data products with just SQL and markdown.
Users generally rate "Evidence" highly, with multiple 4.5 and 5-star reviews on platforms like G2, highlighting its effectiveness and user satisfaction. Key strengths include its intuitive interface and reliable functionality. There are no significant complaints mentioned in the reviews or social mentions available, suggesting a positive user experience overall. The sentiment around pricing is not explicitly mentioned, but the strong ratings imply that users find it to be of good value.
Count
The only collaborative agentic analytics platform. Everything you need to make AI insights actionable, accurate, and actually useful.
Count has received high user praise on review platforms like g2, consistently achieving ratings around 4.5-5 out of 5, which speaks to its strong reputation for reliability and effectiveness. Users frequently highlight its comprehensive feature set and ease of use as major strengths. However, there were minimal mentions of any specific complaints in the available reviews and social discourse. The sentiment surrounding pricing is generally positive, with the value proposition seen as favorable. Overall, Count is viewed positively within its user community.
Evidence
-93% vs last weekCount
+52% vs last weekEvidence
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Evidence
Pricing found: $15, $25, $0.01 / credit, $0.01 / credit, $0.01 / credit
Count
Pricing found: $0, $49, $69
Evidence (10)
Count (8)
Only in Evidence (10)
Only in Count (10)
Only in Evidence (20)
Only in Count (8)
Evidence
What do you like best about Evidence?I love the user interface, I like the ability they give to their customers to customize almost everything about the look and feel of the popups and alerts, the widgets looks gorgeous! And it is pretty easy, simple and fast to implement in any site :) Review collected by and hosted on G2.com.What do you dislike about Evidence?I just wish the Evidence team could be even more active on the product updates, I mean they still continue rolling new updates to the platform however I don't feel like they're too much involved into this or at least not as quickly as I would personally prefer. Review collected by and hosted on G2.com.
What do you like best about Evidence?It increase my conversion on the landing page by 20% Review collected by and hosted on G2.com.What do you dislike about Evidence?Have not found anything yet that I dislike Review collected by and hosted on G2.com.
What do you like best about Evidence?What I really like about Evidence.io is how incredibly easy it makes adding engaging popup notifications to any website. Setting up the tracking pixel is straightforward—no coding required—and within minutes you can start running campaigns like displaying live visitor counts, special offers, or announcements. Review collected by and hosted on G2.com.What do you dislike about Evidence?It covers the basics really well, the platform focuses primarily on popups and notifications without broader marketing automation features, so you might still need other tools for email nurture or CRM integration. Review collected by and hosted on G2.com.
Count
What do you like best about Count?I like how easy it is to pull data from different sources and bring it together into a comprehensive, easy-to-use dashboard. Also, having the ability to run SQL queries and Python scripts in one place makes things much easier and more flexible whenever we need to process data. Review collected by and hosted on G2.com.What do you dislike about Count?This tool has a bit of a learning curve, and you need to get past that before you can really see its full value. Review collected by and hosted on G2.com.
What do you like best about Count?I love that Count is flexible and easy to understand, especially for someone like me who is not an engineer. The canvas layout is visually helpful, which makes it really nice to work with. The team's great and very helpful, which I really appreciate. Most BI tools are unusable for someone like myself, but Count allows me to understand data without relying on others. The initial setup was very easy. Review collected by and hosted on G2.com.What do you dislike about Count?N/A Review collected by and hosted on G2.com.
What do you like best about Count?That I can look at visualisations but then easily jump into the underlying data in an understand way as a layman. The AI functionality is also helpful, it shows its workings and the data can be reviewed the same way as mentioned above. Review collected by and hosted on G2.com.What do you dislike about Count?What I dislike about the product probably stems from my own need for some basic training. Review collected by and hosted on G2.com.
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No YouTube channel
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Principles for Better Data Design: Draw Focus To What Matters Most
Mar 9, 2026
Principles For Better Data Design: Using Context to Improve Comprehension
Mar 9, 2026
Principles for Better Data Design: Organize & Stylize
Mar 9, 2026
How to Tell Better Data Stories: Utilizing the Three-Act Structure
Mar 9, 2026
Evidence
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Evidence
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Evidence
X Users Find Their Real Names Are Being Googled in Israel After Using X Verification Software “Au10tix”
X Users Find Their Real Names Are Being Googled in Israel After Using X Verification Software “Au10tix” Alan Macleod On January 30, the Department of Justice released its latest tranche of 3.5 million documents relating to Jeffrey Epstein. Years of emails, texts, and images were suddenly in the public
Count
X Users Find Their Real Names Are Being Googled in Israel After Using X Verification Software “Au10tix”
X Users Find Their Real Names Are Being Googled in Israel After Using X Verification Software “Au10tix” Alan Macleod On January 30, the Department of Justice released its latest tranche of 3.5 million documents relating to Jeffrey Epstein. Years of emails, texts, and images were suddenly in the public
Only in Evidence (4)
Only in Count (5)
Count is better suited for real-time collaboration, offering features like Slack integration and real-time team analytics.
Evidence offers a more flexible pricing model with usage-based and subscription options starting at $15, while Count's pricing starts at $49 with tiered options.
Evidence has a slightly smaller community given its open-source nature, while Count, with more funding and users, likely has broader community-driven support.
While specific integration isn't mentioned, theoretically, they could complement each other by using Evidence for building data products and Count for collaborative analysis.
Evidence might offer a faster start due to a simpler interface through SQL and markdown, whereas Count may require more setup but provides team-based collaborative features.
