Is TestDino the best alternative to ReportPortal in 2025?

Yes. TestDino offers faster setup, AI-powered analytics, and automated root-cause detection, making it a strong alternative to ReportPortal, especially for Playwright users.

What is TestDino, and who is it for?

TestDino is an AI-driven test analytics platform for QA engineers, SDETs, DevOps teams, and managers. It helps identify flaky tests and accelerates debugging across teams.

How does TestDino detect flaky tests?

It analyzes historical test runs and flags tests that pass inconsistently, enabling early detection of flakiness.

Can TestDino integrate with CI/CD pipelines?

Yes. TestDino connects seamlessly with CI/CD tools like GitHub Actions, allowing teams to monitor test results within their workflow.

Does TestDino provide role-specific dashboards?

Yes. TestDino offers dashboards tailored for QA, developers, and managers, highlighting the insights most relevant to each role.

ReportPortal vs TestDino: Which Test Reporting Tool Wins

ReportPortal Alternative

ReportPortal vs TestDino

TestDino Fits Your Dev Workflow While ReportPortal Demands Ops Work. Modern Reporting Starts Here, Choose TestDino.

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TestDino’s Advantage over ReportPortal

ReportPortal tracks test results and failures but offers limited predictive insights. TestDino, highlights flaky and recurring failures while providing AI-driven guidance for quicker debugging and resolution.

Capability	ReportPortal	TestDino
Getting Started
Onboarding Time	Quick start but setup takes a few steps	Quick setup via one-step CI
Setup Complexity	Manual setup, & wire CI	Simple, no custom reporter
Framework Support	Limited beyond Cypress	Playwright-native
AI & Failure Insights
AI Failure Classification		Classifies failures
Confidence score with AI
Root Cause Analysis	Pattern Analysis
Test Runs & Summaries
Test Run Summary
Flakiness Detection
Test Cases
Trace Viewer	Partial / planned
Visual comparison	No (manual download)
Analytics & Trends
Cross-Environment Analysis	No single env rollup page
Historical Trend Analysis
Branch and PR Analytics
Performance Analytics
Dashboards & UX
Role-Based Dashboards	Custom not role-specific
Data Visualisation (UI/UX)
Integrations & Alerts
CI/CD Integration
Bug Tracking (Jira, Linear)	Jira only & Third party
Notifications and Alerts (Slack)
Pricing & Value
Free Tier	Only Open Source is Free
Enterprise Ready
	Learn More	Try TestDino for FREE

ReportPortal

ReportPortal is a test automation dashboard that centralizes results from multiple frameworks and tools. It offers real-time reporting, visualizes trends in test execution, and provides analytics to monitor test quality. It integrates with CI/CD pipelines and helps teams track test failures, generate reports, and improve testing efficiency.

TestDino

TestDino is a Playwright-focused AI test reporting platform designed to simplify debugging and improve test reliability. It automatically categorizes test failures, unstable tests, connects issues to pull requests, and delivers actionable insights with a confidence score. Fully integrated into the CI pipeline, it provides teams with a unified view of test results, helping them quickly pinpoint and resolve problems.

What You Gain with TestDino: A Detailed Comparison

ReportPortal tracks test results well but offers limited AI insights. TestDino adds flaky test detection, confidence score, and actionable insights for faster debugging.

1. Dashboard

ReportPortal

ReportPortal provides centralized dashboards, but they are often generic and require configuration to fit role specific needs.

TestDino

TestDino provides a role-based analytics dashboard that unifies all test results and insights.

QA Dashboard: AI intelligently separates flaky tests from true failures, improving debugging efficiency.

Developer Dashboard: Highlights active blockers in ongoing pull requests and showcases branch performance.

Manager Dashboard: Summarizes quality trends, project progress, and release confidence at a glance.

TestDino: Dashboard

2. Test Run Insights

ReportPortal

ReportPortal collects execution data from multiple frameworks and CI tools, but linking and configuring everything can be time consuming.

TestDino

The Test Runs tab provides a centralized view of all executed tests, becoming your project’s single truth source.

It enhances CI outputs with key data points status, environment, branch, and AI tags to make failure analysis easier.

Key views within a Test Run:

Summary: Groups failures, flaky, and skipped tests based on their technical origins.

Specs: Provides a per-file breakdown with each spec’s status, test counts, total duration, and detailed drill-downs.

History: Shows test performance and result changes over recent runs.

Configuration: Outlines environment and run parameters for drift detection.

AI Insights: Applies AI to link similar errors and identify frequent problem areas.

TestDino: Test Runs

3. Pull Request View

ReportPortal

Centralizes test results from multiple frameworks, including Playwright. Offers dashboards and AI analytics. Can integrate with pull requests via CI/CD, but requires setup for PR-focused insights.

TestDino

TestDino’s advanced AI engine examines vast run data to identify recurring and new failure types, including:

Persistent Failures: consistently occurring, critical issues.

Emerging Failures: newly surfacing regressions.

Through its Analysis Insights view, teams can track error message frequency, detect emerging error patterns, and see which branches or tests face the most impact.

TestDino: Pull Request

4. AI Insights

ReportPortal

ReportPortal Centralizes test results and tracks failures with AI-driven pattern analysis, error grouping, and flaky test detection. Framework-agnostic and configurable for multi-tool testing.

TestDino

TestDino’s AI engine reviews failures across thousands of test runs to detect important patterns:

Persistent Failures: Recurring, high-impact issue

Emerging Failures: Newly appearing regressions

The Analysis Insights view monitors error messages over time, highlights increasing error types, and identifies the most affected tests and branches.

TestDino: AI Insights Persistent Failures

5. Analytics

ReportPortal

ReportPortal provides analytics through dashboards, charts, and widgets that show test execution trends, failure patterns, and defect links. It offers detailed logs, historical views, and real-time updates, making it strong for in-depth reporting across multiple frameworks.

1. Launch / Run Overview • Real-time pass/fail tracking

• Monitor run time & resource use

• Linked environment tags & metadata

• Auto-analysis on every launch

2. Test Case / Automation Details • Group by defect, log, or failure pattern

• Find slowest or unstable tests

• Detect flaky tests via history

• Add tags, attributes & defect links

3. Trends & Filters • Track trends (daily/weekly/monthly)

• Advanced AQL-based filtering

• Monitor recurring errors & failures

• Create custom dashboards & widgets

4. Team Context • Assign ownership to tests & defects

• Share dashboards across teams

• Use tags for team/project views

• Enforce quality gates for builds

TestDino

TestDino simplifies analytics by organizing insights into four clear views: Summary, Test Run, Test Case, and Environment. This helps teams quickly identify flaky tests, track branch-level performance, and environment-specific issues without navigating complex dashboards.

1. Summary

Track daily execution volume and results.
Monitor flaky tests to reduce noise.
Detect new failures to spot regressions.
Analyze retry trends for unstable tests.

2. Test Run

Measure pipeline speed using average and fastest runs.
Track total time saved and efficiency gains.
Compare branch run times.
Watch daily trends for pipeline slowdowns.

3. Test Case

Identify slowest tests for optimization.
Compare pass/fail history for stability.
Assess suite efficiency by performance category.
Track new tests to see coverage growth.

4. Environment

Compare pass rates to identify unstable environments.
Track trends to find post-deployment issues.
Analyze tests by branch and OS.
Use run volume to separate real trends from noise.

TestDino Analytics: Test Runs Volume

ReportPortal and TestDino

ReportPortal is great for tracking and analyzing tests, but it can feel heavy to set up and
use. TestDino keeps things simple with quick setup and Playwright-focused AI insights
that make debugging faster and easier.