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Tools/Mode/vs Evidence
Mode

Mode

ai-analytics
vs
Evidence

Evidence

ai-analytics

Mode vs Evidence — Comparison

Pain: 1/10020 integrations10 featuresMerger / Acquisition
Pain: 1/10020 integrations10 featuresSeed
The Bottom Line

Mode's strengths lie in its integration of SQL, R, and Python, making it a powerful choice for complex data analysis workflows, reflected in its average rating of 4.2/5 based on 3 reviews. Evidence, with a stronger average rating of 4.8/5, appeals to users seeking an open-source, SQL-based platform for developing polished data products with markdown. Evidence's free tier and flexible pricing add market appeal.

Best for

Mode is the better choice when enterprises require seamless integration capabilities with advanced data environments, ideal for teams accustomed to SQL, R, and Python workflows.

Best for

Evidence is the better choice when small to mid-sized teams need a cost-effective, open-source solution to develop sophisticated data products with real-time collaboration and AI functionalities.

Key Differences

  • 1.Mode features SQL query execution and seamless R and Python integration, whereas Evidence focuses on SQL and markdown for data product development.
  • 2.Mode supports integrations with platforms like Tableau and Looker, suggesting a strong ecosystem for visualization, while Evidence emphasizes embedding analytics with a focus on AI and caching.
  • 3.Evidence has a competitive edge with its usage-based, subscription, and tiered pricing, including a free tier option, whereas Mode's pricing is tiered without clear specifics.
  • 4.Mode's average G2 rating of 4.2/5 indicates strong but slightly lower user satisfaction compared to Evidence's 4.8/5.
  • 5.Evidence is positioned as an open-source model, making it appealing for teams wanting customization and flexibility, which Mode does not primarily offer.
  • 6.Evidence is backed by a smaller team of ~6 employees compared to Mode's ~53, which might reflect in the frequency and scale of updates and support.

Verdict

Mode is ideal for larger organizations with established data practices needing extensive integration and analysis features. Evidence fits smaller teams or startups desiring an affordable, open-source solution with strong community ratings and dynamic product development capabilities. Decision makers should weigh their team's technical expertise and specific data project needs before choosing.

Overview
What each tool does and who it's for

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.

Key Metrics
4.2★ (3)
Avg Rating
4.8★ (3)
92
Mentions (30d)
64
Mention Velocity
How discussion volume is trending week-over-week

Mode

+28% vs last week

Evidence

-93% vs last week
Where People Discuss
Mention distribution across platforms

Mode

Reddit
66%
Lemmy
10%
Rss
7%
Tiktok
5%
GitHub
4%
Dev.to
3%

Evidence

Reddit
83%
Lemmy
12%
YouTube
3%
Rss
1%
Hacker News
1%
Dev.to
1%
Community Sentiment
How developers feel about each tool based on mentions and reviews

Mode

14% positive83% neutral3% negative

Evidence

14% positive80% neutral6% negative
Pricing

Mode

tiered

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

Mode (10)

Data-driven decision makingBusiness performance analysisMarketing campaign analysisSales forecastingCustomer behavior analysisFinancial reportingOperational efficiency trackingProduct performance evaluationData team collaborationExecutive dashboards

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 Mode (10)

SQL query executionAd hoc analysis capabilitiesSelf-service reporting toolsIntegration of SQL, R, and PythonData visualization toolsCentralized data hubRapid query iterationUser-friendly interfaceCurated data accessFast implementation time

Only in Evidence (10)

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

Shared (5)

Amazon RedshiftSnowflakePostgreSQLMySQLMicrosoft SQL Server

Only in Mode (15)

Google BigQueryTableauLookerZapierSlackGitHubJupyter NotebooksSalesforceStripeSegmentMixpanelHubSpotZendeskGoogle AnalyticsMicrosoft Excel

Only in Evidence (15)

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

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.

4.5\u2605Rahul R.g2

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.

4.5\u2605JAYAKUMAR M.g2

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.

3.5\u2605Verified User in Computer Softwareg2

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

Mode

llm (11)large language model (11)openai (11)token usage (10)API costs (10)ai agent (10)token cost (10)claude (9)anthropic (7)gpt (7)

Evidence

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

Mode

llm (11)large language model (11)openai (11)token usage (10)API costs (10)ai agent (10)token cost (10)claude (9)anthropic (7)gpt (7)usage monitoring (7)raises (5)

Evidence

overspending (2)API costs (1)openai bill (1)cost tracking (1)large language model (1)llm (1)ai agent (1)claude (1)infrastructure cost (1)
Product Screenshots

Mode

Mode screenshot 1Mode screenshot 2Mode screenshot 3Mode screenshot 4

Evidence

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

Mode

model selection85
cost optimization62
api55
pricing55
scalability46
open source45
streaming42
performance41

Evidence

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

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,

Tiktokby @rileybrown.aineutral 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
53
Employees
6
$279.4M
Funding
$2.2M
Merger / Acquisition
Stage
Seed
Supported Languages & Categories

Shared (3)

SecurityAnalyticsDeveloper Tools

Only in Evidence (1)

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

For large-scale enterprise data analysis involving multiple languages, Mode is better. For developing interactive dashboards with an open-source focus, Evidence excels.

How does Mode pricing compare to Evidence?▼

Evidence offers more flexible pricing options including a free tier, and specific costs such as $15, $25, and usage-based credits, while Mode's pricing is tiered but lacks specific detailed information.

Which has better community support, Mode or Evidence?▼

Evidence's open-source nature typically fosters a robust community, reflected in higher user satisfaction scores, while Mode has a good reputation but less emphasis on open-source community engagement.

Can Mode and Evidence be used together?▼

Yes, both can be used in tandem, especially if a team wants to leverage Mode's advanced analytical capabilities alongside Evidence's dashboard development and real-time collaboration features.

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

Evidence, with its free tier and emphasis on markdown, may offer an easier initial setup for teams familiar with basic SQL, while Mode requires understanding complex integrations for advanced features.

View Mode Profile View Evidence Profile