DataBrain vs. Plotly Dash Comparison


DataBrain DataBrain Labs, Inc.	Plotly Dash Plotly	+	+
Learn More Update Features	Learn More Update Features	Add To Compare	Add To Compare


		Related Products RealCISO RealCISO is a compliance intelligence platform for two audiences: MSPs and MSSPs managing security across multiple clients, and enterprise teams running compliance in-house. Security providers get multi-tenant architecture, white-label branding, and portfolio-level risk visibility. Enterprise teams get assessments, risk tracking, remediation management, and board-ready reporting — without spreadsheets. Supports NIST CSF 2.0, SOC 2, HIPAA, NIST 800-171, CIS Controls, CMMC, ISO 27001, and 30+ frameworks. Tracks maturity per control over time — L1 through L5 — so you show boards trend lines, not checkboxes. 3,000+ security providers. Built by practitioners. 223 Ratings Visit Website DialerAI Our autodialer software are used for automating sales calls, payment collections, appointment reminders, phone polling and market research. It can also be used for mass emergency voice broadcasting. The system is ideal for Telcos and companies selling callcenter services as it is multi-tenant with billing and white-labeled while being economical to run as you choose your own Voice Provider. Our autodialer software can massively increase productivity by dropping busy, unanswered and disconnected line, passing calls answered by real people back to your agents, and leaving messages on answering machines. 5 Ratings Visit Website SurveyJS SurveyJS is an embeddable, self-hosted, white-label form builder for teams building custom forms, surveys, questionnaires, and other data collection tools inside web applications. It runs entirely on the client and is fully compatible with all modern JavaScript frameworks, including React, Angular, and Vue. SurveyJS integrates with any backend, giving you full control over data, security, user access, deployment, and business logic. Instead of hardcoding forms, you can empower non-technical users to generate and edit JSON schema-based form configurations through a drag-and-drop form builder. Create dynamic forms with custom conditional logic, validation, multilingual support, PDF export, and analytics. Ideal for SaaS, enterprise software, HR, healthcare, fintech, and other regulated industries, SurveyJS helps teams reduce engineering effort, standardize data collection, maintain full control over data, and deliver unlimited forms that match their brand and feel native to users. 64 Ratings Visit Website CTM CTM, formerly known as CallTrackingMetrics, is a conversation intelligence and call tracking platform that helps businesses measure marketing performance, manage customer communications, and improve sales conversions. The software tracks phone calls, text messages, website forms, and chats to identify the advertising campaigns and channels that generate customer inquiries. Its AI-powered conversation analytics provide call transcription, summarization, sentiment analysis, and lead scoring. CTM also offers intelligent call routing, automated follow-ups, AI voice agents, and contact center management tools. Reporting dashboards help organizations analyze marketing attribution, advertising return on investment, customer interactions, and sales team performance. The platform integrates with Google Ads, Google Analytics, HubSpot, Salesforce, and other business applications to connect marketing data with customer conversations and revenue outcomes. 939 Ratings Visit Website QEval QEval is contact center quality assurance software that automates quality monitoring across 100% of voice, chat, and email interactions. Most call center QA teams manually sample 1 to 5% of calls. QEval replaces that with AI-powered speech analytics, automated quality scoring, and real-time compliance monitoring. Core functionality: call monitoring and evaluation, agent performance management, sentiment analysis, keyword detection, customer experience analytics, coaching workflows, gamification, and 110+ dashboards with predictive analytics. Compliance monitoring covers PCI, HIPAA, and GDPR with 98% accuracy and real-time alerts. QEval's speech analytics engine is trained on 138M+ interactions with 94% classification accuracy. The platform deploys in 30 days, not the 90 to 120 days typical of call center quality monitoring software. ISO 27001, SOC 2, PCI-DSS certified. Built by Etech Global Services for Fortune 500 contact centers in healthcare, telecom, retail, banking, and BPO. 30 Ratings Visit Website Universal Knowledge Universal Knowledge by KPSOL is a SaaS Knowledge Management System that helps organizations capture, manage, and share trusted knowledge from a single source of truth. It combines powerful enterprise search, intuitive content authoring, collaborative workflows, and analytics to ensure employees and customer-facing teams can quickly find accurate, up-to-date information. In the age of AI, Knowledge Management is more important than ever. AI is only as effective as the quality of the knowledge it can access. Universal Knowledge provides the trusted, governed content needed to power reliable AI search, assistants and automation while reducing misinformation and improving compliance. Available as a standalone platform or integrated via comprehensive APIs, Universal Knowledge improves productivity, enhances customer experiences, and reduces operational costs. SaaS deployments are in the region customers choose, to maintain data sovereignty. 16 Ratings Visit Website Aircall Aircall is an AI-powered customer communications and intelligence platform that unifies phone, messaging, and call center operations. Designed for sales and support teams, it enhances every interaction with features like AI Voice Agents, real-time conversation coaching, and integrated WhatsApp messaging. With powerful analytics, call recording, and shared inboxes, teams gain clarity and can resolve customer issues faster. The platform is easy to set up, offering quick number claiming, seamless integrations, and customizable workflows. Trusted by over 23,000 companies worldwide, Aircall helps businesses improve connection rates, boost CSAT scores, and streamline onboarding. By combining automation with human-first AI, Aircall reduces busywork so teams can focus on building better customer relationships. 1,838 Ratings Visit Website Denodo Denodo offers an AI Data Layer that helps organizations deliver live, unified, and governed data for trustworthy AI, analytics, and self-service initiatives. The platform uses logical data management to connect distributed data across hybrid, multi-cloud, on-premises, SaaS, and third-party environments without requiring data movement or duplication. Denodo helps businesses integrate data silos, enable self-service access, enforce governance, deliver real-time insights, and enrich data with business context. It is designed to support agentic AI by giving AI agents accurate, up-to-date, and governed enterprise data for better decisions and actions. The platform includes capabilities such as zero-copy data access, unified semantics, centralized compliance, natural language search, data marketplaces, and optimized query performance. 388 Ratings Visit Website Sogolytics Sogolytics delivers speed, clarity, and scale through a powerful platform built for enterprise teams managing customer journeys and employee engagement surveys. Sogolytics streamlines the entire feedback cycle, from intelligent survey creation to real-time dashboards and automated text analysis. Whether your team is using the customer experience platform, employee engagement software, or the free survey maker, Sogolytics provides intuitive features, powerful analytics, and unmatched customization. Design sophisticated customer experience management flows in minutes. Automatically adapt questions based on logic and earlier responses. Pre-fill messaging based on user data. Then, visualize the results immediately. With sentiment analysis, turnkey reports, and real-time dashboards, your team can go from data to decisions in record time. Sogolytics’ survey software has a refreshingly human support model, available 24/7 and whenever you need a partner, not just a platform. 869 Ratings Visit Website Wallester Wallester is an Estonian-licensed financial institution and official Visa partner since 2018, specialising in digital financial solutions and card issuance. We help companies across the EEA and the UK streamline payments, launch branded cards, and scale efficiently. What we do: 1️⃣ White-Label Solution with Embedded Finance Our White-Label solution lets businesses integrate financial services directly into their platforms—known as embedded finance. This enables branded payment cards tailored to specific needs, improving customer experience and opening new revenue streams. We ensure swift time-to-market with simplified integration and dedicated support. 2️⃣ Wallester Business: Corporate Expense Management Wallester Business modernises corporate expense management with instant access to virtual and physical Visa cards. Through our app and portal, companies can track expenses, analyse budgets, and integrate seamlessly with accounting systems for better financial control. 277 Ratings Visit Website
About DataBrain is an AI-powered embedded analytics platform for modern SaaS companies. It helps product and engineering teams build and embed customer-facing dashboards, reports, metrics, and self-service analytics directly inside their applications without building analytics infrastructure from scratch. With DataBrain, teams can create white-label analytics experiences, embed dashboards using flexible SDKs, APIs, and UI kits, and deliver interactive reporting to customers faster. The platform supports multi-tenant analytics, dashboard customization, governed access controls, semantic layer workflows, and AI-powered analytics for faster insight discovery.	About Dash & Dash Enterprise let you build & deploy analytic web apps using Python, R, and Julia. No JavaScript or DevOps required. Through Dash, the world's largest companies elevate AI, ML, and Python analytics to business users at 5% the cost of a full-stack development approach. Deliver apps and dashboards that run advanced analytics: ML, NLP, forecasting, computer vision and more. Work in the languages you love: Python, R, and Julia. Reduce costs by migrating legacy, per-seat licensed software to Dash Enterprise's open-core, unlimited end-user pricing model. Move faster by deploying and updating Dash apps without an IT or DevOps team. Create pixel-perfect dashboards & web apps, without writing any CSS. Scale effortlessly with Kubernetes. Support mission-critical Python applications with high availability.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience SaaS companies, product teams, engineering teams, data teams, and software businesses that want to embed customer-facing dashboards, reports, metrics, and self-service analytics into their applications.	Audience Data science teams
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos No images available	Screenshots and Videos View more images or videos
Pricing $999/month Free Version Not Supported Free Trial Supported	Pricing No information available. Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 4.5 / 5 ease 5.0 / 5 features 4.5 / 5 design 5.0 / 5 support 4.5 / 5 Read all reviews
	Pros & Cons from Real Users Pros I am a rookie Python developer and even people like me can easily deploy and maintain ML models and apps. - Plotly creates really beautiful graphs and charts. It's much more presentable and pleasing to the eye than something made with Excel. Cons No cons as of now. It is very easy to use and understand. - The fact that it is a paid software can be a deal-breaker for some people like students etc. They still have a free version though.
Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Not Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information DataBrain Labs, Inc. Founded: 2022 United States www.usedatabrain.com	Company Information Plotly Founded: 2013 Canada plotly.com
Alternatives Bold BI Syncfusion	Alternatives Highcharts Highsoft
MyReportPortal My Report Portal, LLC	Juicebox Juice Analytics
Logi Analytics	Bokeh
Power BI Embedded Microsoft	Hex
GoodData.AI View All	ReportDash View All
Categories Embedded Analytics Supported	Categories Component Libraries Supported Data Science Supported Data Visualization Supported Embedded Analytics Supported
	Show More Features Data Visualization Features Analytics Supported Content Management Not Supported Dashboard Creation Supported Filtered Views Not Supported OLAP Not Supported Relational Display Not Supported Simulation Models Supported Visual Discovery Not Supported
Integrations Comet Not Supported F# Not Supported Julia Not Supported Kedro Not Supported Lyftrondata Not Supported MATLAB Not Supported Make Not Supported NVIDIA RAPIDS Not Supported OpenMemory Not Supported Python Not Supported R Not Supported Spotfire Not Supported Tableau Not Supported ThinkData Works Not Supported Voxel51 Not Supported Zepl Not Supported data.world Not Supported navio Not Supported neptune.ai Not Supported skills.ai Not Supported Show More Integrations	Integrations Comet Supported F# Supported Julia Supported Kedro Supported Lyftrondata Supported MATLAB Supported Make Supported NVIDIA RAPIDS Supported OpenMemory Supported Python Supported R Supported Spotfire Supported Tableau Supported ThinkData Works Supported Voxel51 Supported Zepl Supported data.world Supported navio Supported neptune.ai Supported skills.ai Supported Show More Integrations View All 20 Integrations
Claim DataBrain and update features and information Claim DataBrain and update features and information	Claim Plotly Dash and update features and information Claim Plotly Dash and update features and information