mabl vs Ghosteye vs Functionize vs TestDriver

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
mabl
vs
Competitor 1
Ghosteye
Competitor 2
Functionize
Competitor 3
TestDriver
Compare
4 tools · best value per row highlighted
Your tool mabl
mabl.com
mabl is an agentic testing platform that sits between build and release and verifies that software actually works.
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Competitor Ghosteye
ghosteye.ai
Your employees face the same attacks real hackers deploy right now
Make main Remove
Competitor Functionize
functionize.com
Functionize is an agentic quality platform whose Studio product builds, runs and maintains tests against your live application.
Make main Remove
Competitor TestDriver
testdriver.ai
Engineering teams face brutal challenges with complex user flows
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1.1Kvisits/mo
—
23.2Kvisits/mo
MoM change
—
▲ 376.6%
—
▲ 33.7%
6-month growth
—
-60.7%
—
+254.6%
Global rank web
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#13,075,897
—
#1,596,542
Avg. last 3 months
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1.2K
—
15.7K
Bounce rate lower is better
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36%
—
52%
Pages / visit
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1.0
—
1.6
Visit duration
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—
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24s
Traffic sources
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—
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● Direct 93% · ● Referral 7%
mablGhosteyeFunctionizeTestDriver
05.8K11.6K17.4K23.2KGhosteye · 2.8KGhosteye · 1.9KGhosteye · 714Ghosteye · 2.1KGhosteye · 231Ghosteye · 1.1KTestDriver · 12.4KTestDriver · 13.1KTestDriver · 12.6KTestDriver · 8.1KTestDriver · 6.5KTestDriver · 4.2KTestDriver · 4.7KTestDriver · 6.5KTestDriver · 17.3KTestDriver · 23.2K1001K10K100KGhosteye · 2.8KGhosteye · 1.9KGhosteye · 714Ghosteye · 2.1KGhosteye · 231Ghosteye · 1.1KTestDriver · 12.4KTestDriver · 13.1KTestDriver · 12.6KTestDriver · 8.1KTestDriver · 6.5KTestDriver · 4.2KTestDriver · 4.7KTestDriver · 6.5KTestDriver · 17.3KTestDriver · 23.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Freemium
Freemium
Freemium
Starting price
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$20per month · free tier available
$20per month
Free tier
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–
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Free trial
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API access
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–
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Plans
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Custom Quote Custom
Free FreeGrowth $20/moScale $100/moEnterprise Custom
Pro $20/moPlus Usage $0.14Enterprise Custom
Capabilities input → output
Input
TextWeb pages
Data
TextWeb pages
Code
Output
Data
AudioDataText
Data
Code
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Testing
Development & CodeAI Testing
Development & CodeAI Testing
Development & CodeAI Code ReviewAI Testing
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
6
5
8
Test automation
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Testing
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Test creation
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Cybersecurity simulation
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Cybersecurity training
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It security training
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UI testing
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API testing
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Code reviews
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Cybersecurity
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Cybersecurity education
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GitHub pull requests
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Test generation
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Website testing
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Browser testing
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Code testing
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No-code
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Scam detection education
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Test cases
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.