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Tools/Metabase/vs Evidence
Metabase

Metabase

ai-analytics
vs
Evidence

Evidence

ai-analytics

Metabase vs Evidence — Comparison

14 integrations10 featuresSeries B
Pain: 8/10020 integrations10 featuresSeed
The Bottom Line

Metabase, an open-source BI tool, is highly valued for its ease of use and robust AI-driven features like Metabot, appealing particularly to non-technical users. In contrast, Evidence offers a code-centric approach with advanced SQL and markdown capabilities, appealing to teams familiar with these technologies and valuing performance and design. Evidence holds a high average rating of 4.8/5, despite having a smaller community.

Best for

Metabase is the better choice when you need a user-friendly platform for democratic data access in larger teams, with its intuitive interface and capabilities for non-technical users.

Best for

Evidence is the better choice when your team has strong SQL skills and needs a code-driven experience to create polished data products with performance optimization.

Key Differences

  • 1.Metabase offers a more user-friendly experience with natural language queries, whereas Evidence requires expertise in SQL and markdown.
  • 2.Metabase integrates AI features like Metabot to simplify data exploration, while Evidence focuses on building polished data products with SQL and markdown.
  • 3.Evidence features a lower entry cost with a free tier and $0.01 per credit option, while Metabase starts at $20 per month.
  • 4.Metabase supports a larger range of integrations including Salesforce, Stripe, and Google Analytics, which are not available in Evidence.
  • 5.Evidence has a smaller team size of about 5 employees, compared to Metabase's 130, potentially affecting development speed and community support.

Verdict

Metabase suits businesses seeking an easy-to-use, scalable BI solution with strong AI features for a broad user base. On the other hand, Evidence is ideal for data teams with strong coding skills looking to produce high-quality data outputs efficiently. For those who prioritize ease of use over technical depth, Metabase is likely the better pick; for code-centric environments, Evidence offers a superior choice.

Overview
What each tool does and who it's for

Metabase

Metabase is the easy, open-source way for everyone to ask questions and learn from data.

Community perception of Metabase highlights its user-friendly interface and powerful capabilities for data exploration. Users appreciate the natural language query feature, which democratizes data access for non-technical team members. The integration of AI tools, such as Metabot, enhances the analytical experience, making it easier to derive insights quickly. Overall, Metabase is regarded as a robust solution for businesses looking to leverage data analytics effectively.

Evidence

Evidence is an open source, code-based alternative to drag-and-drop BI tools. Build polished data products with just SQL and markdown.

I cannot provide a meaningful summary of user sentiment about the software tool "Evidence" based on the provided content. The social mentions you've shared appear to be political news articles and discussions about various topics (X verification software, ICE, Trump, Iran, Arizona water issues, etc.) rather than reviews or mentions of a software tool called "Evidence." Additionally, the reviews section is empty. To properly summarize user opinions about Evidence software, I would need actual user reviews, testimonials, or social media discussions specifically about that tool's features, performance, pricing, and user experience.

Key Metrics
—
Avg Rating
4.8★ (3)
—
Mentions (30d)
5
Mention Velocity
How discussion volume is trending week-over-week

Metabase

Not enough data

Evidence

+122% vs last week
Where People Discuss
Mention distribution across platforms

Metabase

YouTube
100%

Evidence

Reddit
56%
Lemmy
32%
YouTube
8%
Rss
2%
Hacker News
2%
Dev.to
2%
Community Sentiment
How developers feel about each tool based on mentions and reviews

Metabase

0% positive100% neutral0% negative

Evidence

35% positive50% neutral15% negative
Pricing

Metabase

subscription + contract + per-seat + tiered

Pricing found: $20, $20, $100 / mo, $40 / mo, $250 / mo

Evidence

usage-based + subscription + per-seat + tieredFree tier

Pricing found: $15, $25, $0.01 / credit, $0.01 / credit, $0.01 / credit

Use Cases
When to use each tool

Metabase (8)

Create interactive dashboards for real-time data visualization.Enable non-technical users to generate insights through natural language queries.Facilitate collaborative data exploration among team members.Integrate with existing databases for seamless data access.Automate reporting processes to save time and reduce manual errors.Provide embedded analytics for customer-facing applications.Utilize AI-driven insights to enhance decision-making.Implement data governance and segregation for compliance.

Evidence (10)

Creating interactive dashboards for data visualizationGenerating publication-quality reports in markdownBuilding responsive data products for internal useEmbedding analytics in customer-facing applicationsAutomating data synchronization from various databasesValidating SQL and markdown syntax in real-timeUtilizing AI for documentation lookup and debuggingImplementing role-based access control for data securityOptimizing query performance with multi-level cachingCollaborating on data projects with version control
Features

Only in Metabase (10)

Analytics dashboardQuery builderData segregationModelsUsage analyticsMetabot AIEmbedded analytics SDKWhite-label analyticsDrill-throughSQL editor

Only in Evidence (10)

Trusted by Leading OrganizationsProfessional DesignSuperior PerformanceModern Dev ExperienceArticlesDashboardsData AppsAI ChatCustomer Embedded AnalyticsBusiness Reviews
Integrations

Shared (6)

PostgreSQLMySQLMongoDBAmazon RedshiftSnowflakeMicrosoft SQL Server

Only in Metabase (8)

Google AnalyticsGoogle BigQueryStripeSalesforceZendeskHubSpotSlackZapier

Only in Evidence (14)

BigQueryClickHouseOracle DatabaseAzure SQL DatabaseGoogle Cloud SQLIBM Db2SAP HANATeradataCassandraElasticsearchFirebaseRedisApache KafkaApache Spark
Developer Ecosystem
20
npm Packages
20
12
HuggingFace Models
5
What Users Say
Top reviews from G2, Capterra, and TrustRadius

Metabase

No reviews yet

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.

5.0\u2605Edwyn A.g2

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.

5.0\u2605Ross W.g2

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.

4.5\u2605Mark D.g2
Pain Points
Top complaints from reviews and social mentions

Metabase

No complaints found

Evidence

overspending (2)large language model (1)llm (1)ai agent (1)claude (1)infrastructure cost (1)
Top Discussion Keywords
Most mentioned keywords from community discussions

Metabase

No data

Evidence

overspending (2)large language model (1)llm (1)ai agent (1)claude (1)infrastructure cost (1)
Latest Videos
Recent uploads from official YouTube channels

Metabase

Metabase Embedding Agent Skills: Static embedding to guest embedding

Metabase Embedding Agent Skills: Static embedding to guest embedding

Apr 13, 2026

Certified to create: building a culture of training, governance, and self-service at Roadsurfer

Certified to create: building a culture of training, governance, and self-service at Roadsurfer

Apr 13, 2026

Metabase Embedding Agent Skills - Full app to modular embedding upgrade

Metabase Embedding Agent Skills - Full app to modular embedding upgrade

Apr 10, 2026

Catching problems before customers do: our canary-in-the-coal-mine approach | Metabase JOIN

Catching problems before customers do: our canary-in-the-coal-mine approach | Metabase JOIN

Apr 10, 2026

Evidence

No YouTube channel

Product Screenshots

Metabase

Metabase screenshot 1Metabase screenshot 2

Evidence

Evidence screenshot 1Evidence screenshot 2Evidence screenshot 3Evidence screenshot 4
What People Talk About
Most discussed topics from community mentions

Metabase

Evidence

api26
open source22
scalability21
model selection20
support20
cost optimization20
streaming17
RAG17
Top Community Mentions
Highest-engagement mentions from the community

Metabase

Metabase AI

Metabase AI

YouTubeneutral source

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

Lemmyby andybytespositive source
Company Intel
information technology & services
Industry
information technology & services
130
Employees
5
$51.0M
Funding
$2.2M
Series B
Stage
Seed
Supported Languages & Categories

Shared (3)

SecurityAnalyticsDeveloper Tools

Only in Metabase (2)

SaaSMarketing

Only in Evidence (1)

DevOps
Frequently Asked Questions
Is Metabase or Evidence better for [specific use case]?▼

Metabase is better for teams needing democratized data access with simple queries, while Evidence is better for scenarios requiring high customization through SQL and markdown.

How does Metabase pricing compare to Evidence?▼

Metabase pricing starts at $20 per month with various tiers, while Evidence offers a more flexible pricing model starting at $0.01 per credit and includes a free tier.

Which has better community support, Metabase or Evidence?▼

Metabase likely has better community support due to a larger user base and company size of 130 employees, compared to Evidence's smaller team of 5.

Can Metabase and Evidence be used together?▼

Yes, both Metabase and Evidence can be integrated into a broader toolchain, leveraging their unique strengths depending on team skills and project needs.

Which is easier to get started with, Metabase or Evidence?▼

Metabase is generally easier for non-technical users due to its intuitive interface and natural language queries, while Evidence requires familiarity with coding.

View Metabase Profile View Evidence Profile