Top 4 Alternatives to Tricentis Tosca for Model-Based Testing

Model-based testing (MBT) grew out of a broader shift in software testing: teams needed to move beyond brittle record-and-playback scripts and embrace higher-level abstractions that better reflect how systems behave. Early web test frameworks like Selenium popularized browser automation but left testers writing and maintaining a lot of procedural code. As enterprise applications expanded across web, desktop, mobile, and complex platforms like SAP, vendors introduced model-based test automation to raise the level of abstraction, improve maintainability, and integrate more deeply with enterprise toolchains.

Tricentis Tosca emerged as a leader in that space. It brought a model-based approach to end-to-end (E2E) testing across web, mobile, desktop, SAP, and APIs. Instead of scripting every interaction, teams build reusable models of application components and business processes. Tosca’s component scanners (for example, XScan for UI), a large library of technology-specific engines (including strong SAP support), test case design features, risk-based testing, and tight integrations with CI/CD pipelines turned it into a standard in many enterprises. The platform’s breadth—covering functional, API, and regression use cases—plus enterprise-grade reporting and governance, helped it gain adoption in regulated industries and SAP-heavy landscapes.

That said, modern teams are increasingly distributed, cloud-first, and product-led. They often favor tooling that is lighter to adopt, more focused on a specific platform, or optimized for continuous delivery. Others seek simpler maintenance, lower cost, or an approach that fits their current tech stack and team skills. This is why organizations that appreciate the outcomes of model-based testing—abstraction, maintainability, and reusability—are now exploring alternatives that can deliver similar benefits, sometimes through different paradigms such as low-code, computer vision, or cloud-native orchestration.

Below, we look at four notable alternatives. While they are not pure model-based tools in the same sense as Tosca, each can act as a practical replacement for many MBT needs, depending on the platform and use case.

Overview: The Top Alternatives Covered

Here are the top 4 alternatives to Tricentis Tosca for model-based testing outcomes:

• Mabl (web + API, low-code + AI, SaaS-first)

• Repeato (mobile UI for iOS and Android, codeless, computer vision–based)

• TestCafe Studio (web E2E, codeless IDE built on TestCafe)

• Waldo (mobile UI for iOS and Android, no-code, cloud runs)

Why Look for Tricentis Tosca Alternatives?

Even though Tosca is a mature and widely used solution, teams often evaluate alternatives for the following reasons:

• Licensing and total cost of ownership

• Onboarding and learning curve

• Platform specificity

• Infrastructure and maintenance

• Test design and flakiness

• Agility and CI/CD alignment

With that context, let’s break down four alternatives worth considering.

Mabl

What it is and who built it

Mabl is a commercial, low-code test automation platform designed primarily for web and API testing. Built by mabl, Inc., it’s a SaaS-first solution that emphasizes ease of authoring, self-healing, and deep CI/CD integration. While not “model-based” in the traditional sense, Mabl’s approach—reusable flows, data-driven tests, and adaptive locators—aims to deliver many of the same benefits: maintainability, reuse, and reduced flakiness.

What makes it different

• Cloud-native from the start, reducing infrastructure overhead.

• Low-code authoring combined with AI-driven self-healing locators and insights.

• A unified experience for web UI and API testing, with built-in features for visual change detection and performance signals.

Core strengths

• Fast onboarding and low-code authoring

• Self-healing and resilience

• Cross-browser and CI/CD friendly

• Web + API coverage

• Built-in visual and performance checks

• Insights and reporting

How Mabl compares to Tricentis Tosca

• Breadth vs. focus

• Modeling approach

• Governance and enterprise features

• Setup and maintenance

Standout benefits

If your test surface is primarily web-based and you want a cloud-native, low-code solution with self-healing and solid CI/CD alignment, Mabl is a strong candidate. It’s well suited for teams seeking faster time-to-value without sacrificing end-to-end coverage across UI and APIs.

Repeato

What it is and who built it

Repeato is a commercial, codeless mobile UI testing tool for iOS and Android, built by Repeato. It uses computer vision to recognize elements visually and interact with apps, making tests more resilient to underlying technical changes or framework-specific quirks.

What makes it different

• Computer vision–based approach that matches what users actually see on screen.

• Emphasis on codeless authoring for iOS and Android teams, including apps built with frameworks like React Native or Flutter.

• Lightweight setup, with workflows that can integrate into CI for continuous runs.

Core strengths

• Resilience to UI changes

• Cross-framework mobile support

• Codeless authoring

• CI integration and parallelization

• Visual validation

How Repeato compares to Tricentis Tosca

• Platform coverage

• Modeling vs. visual-driven flows

• SAP and enterprise workflows

• Maintenance trade-offs

Standout benefits

If your organization’s primary need is reliable, low-maintenance mobile UI automation—especially for apps that evolve UI frequently—Repeato offers a strong, codeless path with visual stability and practical CI integration.

TestCafe Studio

What it is and who built it

TestCafe Studio is the commercial, codeless IDE from DevExpress built on top of the open-source TestCafe engine. It targets web E2E testing and offers a recorder, visual editor, and built-in debugging tools. Unlike WebDriver-based tools, TestCafe runs on Node.js, controlling browsers directly without the Selenium stack.

What makes it different

• No WebDriver dependency—fewer moving parts and typically faster, more stable runs.

• Codeless authoring via a desktop IDE, with the option to export or combine with code-based workflows in the TestCafe ecosystem.

• Built-in auto-waits, network request mocking, and smart selector strategies.

Core strengths

• Stability and speed

• Codeless authoring with flexibility

• Rich debugging tools

• Cross-browser execution

• Network mocking and role management

• Cost-effective for web-only teams

How TestCafe Studio compares to Tricentis Tosca

• Platform focus

• Modeling vs. codeless scripting

• Enterprise breadth

• Setup and maintenance

Standout benefits

If you need a reliable, codeless experience to automate modern web applications—without the complexity of a multi-technology suite—TestCafe Studio provides a pragmatic, fast, and maintainable path that integrates smoothly with CI/CD.

Waldo

What it is and who built it

Waldo is a commercial, no-code mobile testing platform for iOS and Android, built by Waldo, Inc. It focuses on capturing real user flows from app builds and running them in the cloud at scale. Authoring is visual: teams record flows and assertions without writing code.

What makes it different

• Pure no-code authoring aligned with product workflows—upload a build, record flows, and run at scale.

• Cloud-native orchestration with parallel execution and collaborative analysis.

• Strong emphasis on reducing flakiness via automatic waits, smart retries, and visual comparison.

Core strengths

• Fast authoring and adoption

• Cloud scale and parallel runs

• Visual baselines and diffing

• Collaboration and reporting

• Release gate support

How Waldo compares to Tricentis Tosca

• Platform coverage

• Modeling vs. no-code flow capture

• Governance and enterprise features

• Maintenance profile

Standout benefits

For product teams shipping mobile apps frequently, Waldo’s no-code, cloud-driven approach accelerates authoring and feedback. It’s a good fit when you want mobile-centric automation with minimal scripting and strong collaboration.

Things to Consider Before Choosing a Tosca Alternative

Before committing to a new tool, align on scope, constraints, and long-term needs. Consider the following:

• Project and platform scope

• Team skills and authoring style

• Modeling needs vs. reuse

• Ease of setup and maintenance

• Execution speed and scalability

• CI/CD and DevOps alignment

• Debugging and triage

• Data and environment management

• Reporting, analytics, and traceability

• Security and compliance

• Cost and licensing

Conclusion

Tricentis Tosca helped define modern, enterprise-grade model-based testing by offering a unified approach across web, mobile, desktop, SAP, and APIs. Its strengths—abstraction through models, risk-based testing, and deep enterprise integrations—make it a dependable choice for large, heterogeneous portfolios, especially where SAP support and comprehensive governance are must-haves.

However, many teams today prioritize speed, simplicity, and platform focus. If your surface area is primarily web and API, Mabl offers a low-code, SaaS-first experience with self-healing and good CI/CD alignment. For web-only E2E with a preference for a codeless IDE and a fast, non-WebDriver engine, TestCafe Studio provides a pragmatic path with strong stability and debugging. If your scope is mobile, Repeato’s computer vision–based approach improves resilience to UI changes across iOS and Android, while Waldo’s no-code, cloud-native workflow makes authoring and scaling tests straightforward for fast-moving mobile squads.

In short:

• Choose Tosca if you need multi-technology breadth, SAP support, and enterprise governance with model-based rigor.

• Choose Mabl if you want a cloud-native, low-code solution for web and API with self-healing and visual checks.

• Choose TestCafe Studio if you need codeless, reliable web automation with simple setup and strong debugging.

• Choose Repeato if you want resilient, codeless mobile automation across iOS and Android using computer vision.

• Choose Waldo if your mobile team wants no-code authoring, fast feedback, and scalable cloud runs.

For many organizations, a hybrid approach works best: use a specialized tool where it accelerates delivery (e.g., a mobile-first platform for your apps) and retain a broader suite where enterprise governance and multi-platform coverage are required. Whichever path you choose, assess your platform needs, team skills, CI/CD maturity, and long-term maintenance profile to ensure the tool not only fits today’s priorities but also scales with tomorrow’s growth.