Mode and Evidence serve distinct niches within the ai-analytics/BI space. Mode, with an average rating of 4.2/5 from 3 reviews, is praised for its comprehensive integration of SQL, R, and Python, making it well-suited for complex data team collaborations. In contrast, Evidence boasts an impressive 4.8/5 average rating, emphasizing its open-source model and modern development experience that appeals to developers seeking customizable solutions.
Best for
Mode is the better choice when your team requires a centralized data hub to execute SQL queries and perform ad hoc analyses for decision-making across large-scale operations.
Best for
Evidence is the better choice when you are looking to build polished data products with just SQL and markdown while leveraging open-source flexibility, particularly for smaller, developer-focused teams.
Key Differences
Verdict
Ultimately, the choice between Mode and Evidence hinges on your team’s priorities. If you require robust, enterprise-level analytics with broad integration support, Mode is likely your best option. However, if you're focused on a developer-friendly environment with customizable, open-source capabilities, Evidence stands out, particularly due to its high user ratings and flexible pricing options.
Mode
Mode is a collaborative data platform that combines SQL, R, Python, and visual analytics in one place. Connect, analyze, and share, faster.
User reviews for Mode are generally positive, highlighting its ease of use and powerful data analysis features as key strengths, reflected in two 4.5/5 ratings and one 3.5/5 rating on G2. However, some users express dissatisfaction with the learning curve required to master advanced functionalities. There is limited information on specific pricing sentiment for Mode, but its overall reputation remains solid among data professionals seeking robust business intelligence tools. Pricing details are not specifically mentioned in the provided data excerpts.
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.
Mode
Stable week-over-weekEvidence
-60% vs last weekMode
Evidence
Mode
Evidence
Mode
Evidence
Pricing found: $15, $25, $0.01 / credit, $0.01 / credit, $0.01 / credit
Mode (10)
Evidence (10)
Only in Mode (10)
Only in Evidence (10)
Shared (5)
Only in Mode (15)
Only in Evidence (15)
Mode
What do you like best about MODE?1.Advanced analytics capabilities 2.Advanced reporting 3. Great visualization Review collected by and hosted on G2.com.What do you dislike about MODE?1. Higher cost as compared to similar products in the market Review collected by and hosted on G2.com.
What do you like best about MODE?It was helpful to speed up process and bringing all services together Review collected by and hosted on G2.com.What do you dislike about MODE?I didn't have any at the moment but I will share soon if any Review collected by and hosted on G2.com.
What do you like best about MODE?Mode is very handy in terms of easy access and share results among colleagues. People from the same team can easily see the underlying query. It also offer different charts for visualization. Refresh is also very easy (you just need to hit one button or you can schedule a refresh at your preferred time) Review collected by and hosted on G2.com.What do you dislike about MODE?Compared to Tableau, it lacks some advanced functions. Like calculated fields. So if you want to see the results grouped by different granularity, you have to do them in a separate query. There is also no dynamic filtering. Another thing that is not convenient is that if you refresh the report and it is not successful, it will show you the blank error report instead of the previous successful run or having any options to choose which successful run you would like to see. Review collected by and hosted on G2.com.
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.
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Mode
OpenAI just released o1 and their new $200 / month ChatGPT Pro plan. It includes unlimited access to the o1 reasoning model, which is smarter, faster, and better at solving complex problems than ever
OpenAI just released o1 and their new $200 / month ChatGPT Pro plan. It includes unlimited access to the o1 reasoning model, which is smarter, faster, and better at solving complex problems than ever before. This model can even analyze images now, making it a powerhouse for tasks like coding, math,
Evidence
arXiv implements 1-year ban for papers containing incontrovertible evidence of unchecked LLM-generated errors, such as hallucinated references or results. [N]
From Thomas G. Dietterich (arXiv moderator for cs.LG) on 𝕏 (thread): [https://x.com/tdietterich/status/2055000956144935055](https://x.com/tdietterich/status/2055000956144935055) [https://xcancel.com/tdietterich/status/2055000956144935055](https://xcancel.com/tdietterich/status/20550009561449350
Shared (3)
Only in Evidence (1)
Mode is better suited for financial reporting due to its centralized data hub and SQL query execution designed for complex data-driven analysis.
Mode offers tiered pricing without specific details, while Evidence provides a free tier and a flexible combination of usage-based and subscription pricing.
Evidence, being open source, typically has a more active developer community, while Mode's larger employee base might offer more structured support channels.
Yes, both tools could be used together, with Mode handling large-scale analytics and Evidence used for embedding analytics and creating data products.
Evidence, thanks to its intuitive modern dev experience and real-time SQL validation, might be easier for developers to get started with compared to Mode's broader but potentially steeper learning curve.
