TL;DR — Qualtrics and Medallia are the two dominant enterprise experience-management (XM) platforms. Qualtrics is the deeper survey-and-research engine, with the most advanced survey builder on the market and analytics for everything from NPS to conjoint — averaging roughly $53,533/year for SMBs and $323,532/year at the enterprise tier. Medallia is the operational, omnichannel signal platform built for frontline action and journey orchestration, priced on its usage-based "Experience Data Record" (EDR) model — averaging about $56,681/year for SMBs and a striking $521,520/year at the enterprise tier. Neither offers a free plan, both demand six-figure commitments at scale, and in April 2026 Medallia's owner Thoma Bravo moved to hand the company to its creditors in a debt restructuring — adding platform risk to an already expensive decision. Both are also fundamentally survey-and-signal systems: they score and tag feedback but can't sit down and ask a customer why. That's the gap Koji fills with AI-moderated voice interviews that adaptively probe for the reason behind every answer.
If you are evaluating Qualtrics against Medallia, you are choosing between the two most established names in enterprise customer experience — and a decision that typically commits a six-figure budget, a multi-month implementation, and a dedicated internal team. This guide compares them honestly on pricing, features, AI capabilities, and limitations in 2026, then shows where a fundamentally different, AI-native approach fits.
Qualtrics vs Medallia at a glance
| Qualtrics | Medallia | |
|---|---|---|
| Best for | Large-scale measurement, research & analytics | Operational CX, frontline action, omnichannel signals |
| Pricing model | Quote-based (license + add-ons) | Quote-based ("Experience Data Records" / EDR) |
| Typical SMB spend | ~$53,533/yr | ~$56,681/yr |
| Typical enterprise spend | ~$323,532/yr | ~$521,520/yr |
| Free plan | No | No |
| Core strength | Advanced survey builder, StatsiQ, TextiQ, benchmarking | Unstructured signal capture (voice, video, social), journey orchestration |
| Gartner Peer Insights | 4.5★ (193 reviews) | 4.3★ (126 reviews) |
| Structural limit | Static surveys — no adaptive follow-up | Signals & scores — no two-way conversation |
Qualtrics: the measurement and research engine
Qualtrics is a full Experience Management platform spanning CustomerXM, EmployeeXM, and a strategy & research suite. It is widely regarded as having the most advanced survey builder on the market — capable of everything from simple polls to conjoint analysis, MaxDiff, and academic-grade methodologies — paired with StatsiQ (statistics), TextiQ (text analytics), benchmarking, and managed panels.
Pricing: Qualtrics never publishes list pricing; every deal is a custom quote. Based on aggregated contract data, SMB licenses average around $53,533/year and enterprise deployments average $323,532/year, with documented first-year hidden costs of roughly $8,400–$10,000 from implementation, overages, and add-ons.
Strengths: unmatched methodological depth, rigorous statistics, strong compliance and governance, and an enterprise ecosystem. On Gartner Peer Insights it holds a 4.5★ rating across 193 reviews.
Weaknesses: high and opaque pricing, a steep learning curve that makes even basic tasks require specialist skill, and — like every survey platform — a hard ceiling: it collects answers to fixed questions and cannot ask a spontaneous follow-up when a respondent says something surprising.
Medallia: the operational signal platform
Medallia is built less for formal research and more for operational experience management — capturing feedback and signals across every channel (surveys, voice recordings, video, social, web, and contact-center) and routing them to frontline teams for real-time action and journey orchestration. It is exceptionally strong at pulling structure out of unstructured feedback at scale.
Pricing: Medallia sells on a custom Experience Data Record (EDR) model — a usage-based unit layered with module licenses, professional services, and seat counts. Entry licenses are estimated around $20,000/year with onboarding fees of $5,000 to $50,000+, but mature multi-module programs run well into six figures. Benchmark data from 160 real customer contracts puts the average enterprise spend at ~$521,520/year and SMB spend at ~$56,681/year. The EDR model also makes cost notoriously hard to predict as your feedback volume grows.
Strengths: best-in-class omnichannel signal capture, frontline responsiveness, and operational workflows. It rates 4.3★ across 126 Gartner Peer Insights reviews.
Weaknesses: six-figure entry point, unpredictable usage-based billing, heavy implementation and services dependency — and, in 2026, a genuine platform-stability question. Thoma Bravo acquired Medallia for $6.4 billion in 2021; on April 22, 2026 it announced it would transfer the company to creditors in a debt restructuring covering roughly $3 billion in debt and wiping out about $5.1 billion in equity. That doesn't make the product disappear overnight, but it is a real factor in a multi-year platform commitment.
Pricing compared
Both platforms are enterprise-only by design. Neither offers a free plan or transparent self-serve pricing, which puts them out of reach for startups and smaller teams who simply want to understand their customers. And in both cases, the license is often the smallest line item — implementation, integration, professional services, and internal program labor typically dominate the three-year total cost of ownership.
The takeaway: choosing Qualtrics or Medallia isn't a software purchase, it's a program commitment. That's appropriate for a Fortune 500 CX operation. It's wildly disproportionate for a team that needs to talk to 30 customers this quarter and find out why they're churning.
The shared blind spot: scores, not "why"
Here's what neither platform solves, no matter how much you spend: both measure, but neither converses. A Qualtrics survey gives you an NPS of 32 and a comment box. Medallia tells you that "billing" sentiment dropped 8% this month. Both are valuable. Neither tells you why — because a static survey can't ask a follow-up, and a signal-analytics engine can only summarize what customers already volunteered.
The "why" is where product, pricing, and positioning decisions actually get made. Closing that gap traditionally meant scheduling live moderated interviews — expensive, slow, and impossible to run at the scale of a feedback program. (See our guide on AI interviews vs surveys for the full breakdown.)
The AI-native alternative: Koji
Koji takes a fundamentally different approach. Instead of fielding a static questionnaire or aggregating passive signals, Koji runs AI-moderated voice interviews that talk to each customer one-on-one and adaptively probe for the reason behind every answer — exactly what a skilled human researcher would do, but at survey scale and survey speed.
What makes Koji different from both Qualtrics and Medallia:
- It asks "why" automatically. Koji's AI moderator listens to each response and asks intelligent, contextual follow-up questions in real time — no fixed branching logic to pre-build. Learn how AI voice interviews work.
- It still captures structured data. Koji supports six structured question types — open_ended, scale, single_choice, multiple_choice, ranking, and yes_no — so you get quantitative metrics and qualitative depth in the same study. See the survey question types reference.
- It analyzes for you. Automatic thematic analysis surfaces the patterns across every conversation, and one-click reports turn raw interviews into shareable insight — no manual tagging, no TextiQ configuration.
- It's priced for teams, not just enterprises. Koji starts free (10 credits, no card required), with paid plans at €29/month (Insights) and €79/month (Interviews) — a different universe from a six-figure XM contract.
You get interview-grade depth at survey-grade scale, without the enterprise commitment, the multi-month rollout, or the platform-stability question mark.
How to choose
- Choose Qualtrics if you are a large organization that needs the deepest survey methodology, rigorous statistics, and enterprise-wide experience management — and you have the budget and specialist staff to operate it.
- Choose Medallia if your priority is operational, omnichannel signal capture and frontline action across a massive customer base — and you are comfortable with usage-based pricing and the current ownership situation.
- Choose Koji if you need to understand why customers behave the way they do — at a fraction of the cost, in hours not weeks, without research expertise or an enterprise contract. It complements a measurement program beautifully, or replaces an over-scoped one entirely.
For more, compare Koji vs Qualtrics and Koji vs Medallia directly, or browse the best Qualtrics alternatives and Medallia alternatives.
The bottom line
Qualtrics and Medallia are excellent at what they were built for — large-scale measurement and operational signal capture, respectively. But both share the same ceiling: they tell you what is happening, not why. In 2026, with Medallia's ownership in flux and both platforms still gated behind six-figure contracts, it's worth asking whether you need a massive XM suite at all — or whether an AI-native interview platform like Koji can deliver the customer understanding you're actually after, faster and for far less.
Ready to hear the "why" behind your scores? Start with Koji free — run your first AI-moderated interview study today, no credit card required.
