ProbeAI vs Zig (formerly MarkovML)
In the battle of ProbeAI vs Zig (formerly MarkovML), which AI Data Science tool comes out on top? We compare reviews, pricing, alternatives, upvotes, features, and more.
Between ProbeAI and Zig (formerly MarkovML), which one is superior?
Upon comparing ProbeAI with Zig (formerly MarkovML), which are both AI-powered data science tools, Zig (formerly MarkovML) stands out as the clear frontrunner in terms of upvotes. The number of upvotes for Zig (formerly MarkovML) stands at 9, and for ProbeAI it's 6.
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ProbeAI

What is ProbeAI?
Unlock the full potential of data analysis with ProbeAI's AI Copilot, specifically designed for data analysts. Experience the ease of access to advanced data insights and streamline your workflow like never before. Dive into a world where the complexities of data are transformed into simple, actionable information in no time.
ProbeAI's AI Copilot offers an intuitive interface that empowers data analysts to work more efficiently. It is the go-to solution for professionals who seek to enhance their data analysis capabilities and make informed decisions backed by cutting-edge AI technology. Request access now and join the forefront of data analysis evolution.
Zig (formerly MarkovML)

What is Zig (formerly MarkovML)?
Zig, formerly MarkovML, gives sales teams a crew of AI assistants that research prospects, draft outreach, prep meetings, send follow-ups, and log CRM updates while reps approve the work. The markovml.com domain now points visitors to Zig.ai, where the product covers research, outreach, meetings, follow-up, CRM sync, and pipeline monitoring in one revenue operating system. It connects to CRMs, inboxes, calendars, and outreach tools your team already uses.
Most sales stacks split those jobs across Apollo, Gong, Salesloft, and a notetaker that reps have to open manually. Zig runs in the background through email, Slack, phone, and the ZigMobile app, surfacing approval cards before messages send and claiming 60+ hours back per rep each month with 95% CRM accuracy. Pricing is outcome-based with unlimited users, not per-seat licenses, and execution pools carry forward instead of expiring unused.
Starter Team runs $799 per month on a 12-month agreement with 3,000 ZigLead enrichment credits and 25,000 AI outbound emails. Growth Team adds higher volume and a dedicated customer success engineer at $1,199 per month. Enterprise teams get custom capacity, SOC 2 Type II, SSO, and forward-deployed engineering through the Enterprise Forward Deployment program.
ProbeAI Upvotes
Zig (formerly MarkovML) Upvotes
ProbeAI Top Features
Intuitive Interface: Designed for ease of use to help data analysts work more effectively.
Efficient Workflow: Optimizes data analysis processes for quicker and more accurate results.
Actionable Information: Transforms complex data sets into simple decision-ready insights.
Advanced Data Insights: Leverages AI to uncover deeper understanding from data.
Immediate Access: Quick request access system to get your data analysis to the next level.
Zig (formerly MarkovML) Top Features
Unlimited users on every plan with outcome-based pricing instead of per-seat licenses
Starter Team includes 3,000 ZigLead enrichment credits and 25,000 AI outbound emails for $799 per month
ZigMobile scans badges or business cards and returns LinkedIn, email, phone, and company research instantly
Multi-agent workflows cover research, outreach, meetings, follow-up, CRM sync, and pipeline monitoring
Zigscribe provides unlimited meeting prep and transcription on paid team plans
Integrates with 30+ CRMs plus inbox, calendar, and outreach platforms without rip-and-replace migration
ProbeAI Category
- Data Science
Zig (formerly MarkovML) Category
- Data Science
ProbeAI Pricing Type
- Freemium
Zig (formerly MarkovML) Pricing Type
- Paid
