qtrl provides enterprise-grade test management: teams can organize test cases, plan and execute test runs, trace requirements to coverage, and track quality metrics through real-time dashboards. Every test run generates structured data that feeds into reporting and decision-making, giving engineering leads and QA managers clear visibility into what's been tested, what's passing, and where risk lives. Where qtrl stands apart is its AI layer. Built-in autonomous agents can generate UI tests from natural language descriptions, maintain them as the application evolves, and execute them across multiple environments and browsers. The platform follows a progressive automation model, where you can start with manual test management on day one, and gradually introduce AI-assisted automations to full autonomous QA. This makes qtrl suitable for organizations at any stage of QA maturity.
Who it is for
QA and software testing teams
The solution
Combine structured test management with browser-testing automation and AI-assisted QA workflows.
In IndieTools' mobile lab test on November 12, 2026, the qtrl.ai website scored 99 out of 100 (good). All 5 lab metrics were rated good. It placed #245 overall in the finalized week 2026-W45.
Measured (UTC)
LCPLargest Contentful Paint
1.05 s
Good
TBTTotal Blocking Time
100 ms
Good
CLSCumulative Layout Shift
0.025
Good
FCPFirst Contentful Paint
1.05 s
Good
Ranked #245 overall in 2026-W45, best #226.
qtrl.ai lab metrics
Speed metrics for qtrl.ai, measured November 12, 2026
Metric
Result
Status
Trend
Mobile lab testMid-range phone on a throttled 4G connection, two runs averaged. Changes compare with the run on Nov 11.
Performance score
GoodDown 1 points
99 / 100
GoodDown 1 points
First Contentful PaintFCP
GoodAbout the same
1.05 s
GoodAbout the same
Largest Contentful PaintLCP
GoodAbout the same
1.05 s
GoodAbout the same
Speed IndexSI
Good1.04 s slower
2.84 s
Good1.04 s slower
Total Blocking TimeTBT
Good13 ms slower
100 ms
Good13 ms slower
Cumulative Layout ShiftCLS
GoodAbout the same
0.025
GoodAbout the same
Unthrottled observationsTimed on the test machine's own fast connection, so they read lower than the lab metrics above.
Page loadLoad
1.15 s slower
1.75 s
1.15 s slower
Server responseTTFB
About the same
4 ms
About the same
qtrl.ai performance history
57 comparable mobile lab runs since September 27, 2026. Choose a metric and a range, then move along the line to read each run.
qtrl.ai Speed ranking
Weekly Speed standing for qtrl.ai
Weekly standingLatest finalized week 2026-W45. Bests cover the last 52 finalized weeks.
Stored lab observations from controlled test runs, not real-user Core Web Vitals or a guarantee of search rankings. Weekly standings remain attached to their finalized edition.Method psi-mobile-two-sample-mean-v1, 2 samples per reading. Lab results can vary between runs.
Model difference−27. DR4 is 27 points lower than DR3.
Measured · qtrl.ai
What do DR4, DR3 and the model difference mean?
DR4:
Ahrefs' newer model. It gives more weight to links from sites with organic search traffic and rates a subdomain on its own links.
DR3:
The previous model, shown in the Ahrefs app until 1 December 2026.
Model difference:
DR4 minus DR3 for the same domain. The models calculate differently, so this is not growth or a drop; the “since” lines compare each model with itself.
Screenshot API for agencies and developers: send a URL, get a real Chrome capture back as PNG, JPEG, WebP or PDF, with scheduled captures and a hosted MCP server