No. 20 of 24 ·Model Monitoring Software

Qualdo-MQX

Name: Qualdo-MQX
Price: 79 USD

Web · Self-hosted · API · paid plans from $79/mo

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Freedom report

Two barsScore 6.4

Free tierA free tier is on its own pricing page
Open codeNo open-source code on record
Runs widely1 of 6 device platforms
DocumentedPlans, terms and facts published

Qualdo-MQX is ranked #20 of 24 in model monitoring software on Freedom251. It runs on API, Self-hosted, Web. There is a free plan. A free trial is offered. Paid plans start at $79/mo.

Qualdo-MQX plans and pricing

All plans

Starter $79/mo Up to 100 GB data · 10 ML models · $9 per additional ML model · $52 per additional 100 GB qualdo.ai · 29 Sept 2026

Professional $295/mo Up to 750 GB data · 40 ML models · $9 per additional ML model · $52 per additional 100 GB qualdo.ai · 29 Sept 2026

Free Not published Up to 10 GB data · 2 ML models qualdo.ai · 29 Sept 2026

Compared on model monitoring software

Free plan: Yes
Paid from: $88/mo
Drift detection: Yes
Performance monitoring: Yes
Data quality monitoring: Yes
Deployment options: both
Monitored model limit: 10 models

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The record

Purpose: Qualdo-MQX monitors ML model performance, model errors, and data quality issues.
Drift and decay: The product tracks feature drift and accuracy or response decay after deployment.
Metrics and alerts: Its listed capabilities include ML monitoring metrics, alerts, notifications, visualizations, and custom metrics on paid tiers.
Model types: Qualdo-MQX can monitor classification, regression, clustering, and recommendation models.
Cloud ecosystems: Qualdo-MQX is available for Azure, AWS, and Google Cloud ecosystems.
Deployment: Qualdo-MQX is available as SaaS and Enterprise deployments.
Database support: The page lists MySQL, SQL Server, PostgreSQL, Snowflake, BigQuery, Azure Data Lake, and Amazon Redshift among supported databases and warehouses.
Data retention: Qualdo states that it does not store user data in the product.
Monitoring inputs: Most model types require training, serving, prediction, and response datasets; clustering monitoring requires only a serving dataset.
Integrations: The product page says it integrates with AI, machine-learning, and notification tools but does not name them there.
Enterprise options: The maker lists enterprise deployment with custom database, ML, notification, and visualization integrations on its product overview.
Security: The product page says Qualdo's infrastructure systems and personnel follow multiple security best practices.
Support: Starter lists email and chat support, while Professional lists email, chat, and phone support.
Maker history: Qualdo was created by Saturam Inc.; the maker says Saturam began in 2017 and Qualdo launched in 2019.
Price from: $79/mo

Where it ranks on Freedom251

Best Model Monitoring Software in 2026#20 of 24

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Sources

qualdo.ai/monitor-ml-model-performance-monitoring· checked 29 Sept 2026
qualdo.ai· checked 29 Sept 2026
qualdo.ai/about-us/· checked 29 Sept 2026