Both Evidence and Count have strong user ratings, each averaging 4.8/5 on review sites like G2, which attests to their effectiveness and user satisfaction. Evidence is preferred for its open-source, SQL-based approach to BI while Count offers an integrated platform supporting SQL, Python, and charts for collaborative analytics. The differences primarily lie in their pricing models and integration capabilities.
Best for
Evidence is the better choice when you need an open-source, code-based BI tool for building data products with SQL and markdown, ideal for small teams looking for cost efficiency through a usage-based model.
Best for
Count is the better choice when real-time collaboration in analytics is essential, especially for larger teams wanting to integrate multiple data sources and leverage diverse analysis tools like SQL and Python seamlessly.
Key Differences
Verdict
Choose Evidence if your organization values an open-source solution and relies heavily on SQL for building data products with interactive dashboards and automation. Opt for Count if collaborative, agentic analytics with integrated real-time capabilities and the inclusion of Python in data workflows is paramount. Each tool offers unique advantages tailored to specific organizational needs and team sizes.
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.
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+17% vs last weekCount
Stable week-over-weekEvidence
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Pricing found: $15, $25, $0.01 / credit, $0.01 / credit, $0.01 / credit
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Pricing found: $0, $49, $69
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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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Principles for Better Data Design: Draw Focus To What Matters Most
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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
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100 Tips & Tricks for Building Your Own Personal AI Agent /LONG POST/
*Everything I learned the hard way — 6 weeks, no sleep :), two environments, one agent that actually works.* # The Story I spent six weeks building a personal AI agent from scratch — not a chatbot wrapper, but a persistent assistant that manages tasks, tracks deals, reads emails, analyzes business
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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)
Evidence is better suited for creating interactive dashboards due to its strong focus on data visualization through markdown and SQL.
Evidence uses a more complex pricing strategy with usage-based charges and subscriptions, while Count offers a simpler tiered approach, starting from $0 up to $69.
Both tools have a positive community perception but Count, with more reviews and a larger funding round, suggests potentially broader community engagement.
While specific integrations between them are not mentioned, using both could leverage Count for collaboration and Evidence for visualization depending on organizational needs.
Count may be easier to onboard due to its comprehensive, auditorily integrated analytics platform, while Evidence might require more setup for SQL-based dashboards.
