Ghosteye vs TestDriver vs mabl vs CoTester by TestGrid

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

Your tool
Ghosteye
vs
Competitor 1
TestDriver
Competitor 2
mabl
Competitor 3
CoTester by TestGrid
Compare
4 tools · best value per row highlighted
Your tool Ghosteye
ghosteye.ai
Your employees face the same attacks real hackers deploy right now
Remove
Competitor TestDriver
testdriver.ai
Engineering teams face brutal challenges with complex user flows
Make main Remove
Competitor mabl
mabl.com
mabl is an agentic testing platform that sits between build and release and verifies that software actually works.
Make main Remove
Competitor CoTester by TestGrid
testgrid.io
CoTester operates as an AI agent that ingests product context from your existing QA workflows and documentation
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1.1Kvisits/mo
23.2Kvisits/mo
—
162.9Kvisits/mo
MoM change
▲ 376.6%
▲ 33.7%
—
▲ 9.4%
6-month growth
-60.7%
+254.6%
—
-16.3%
Global rank web
#13,075,897
#1,596,542
—
#267,076
Avg. last 3 months
1.2K
15.7K
—
164K
Bounce rate lower is better
36%
52%
—
42%
Pages / visit
1.0
1.6
—
2.2
Visit duration
—
24s
—
1m 42s
Traffic sources
—
● Direct 93% · ● Referral 7%
—
● Direct 77% · ● Mail 13%
GhosteyeTestDrivermablCoTester by TestGrid
057.8K115.6K173.4K231.3KGhosteye · 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 · 23.2KCoTester by TestGrid · 215.1KCoTester by TestGrid · 231.3KCoTester by TestGrid · 194.6KCoTester by TestGrid · 216.2KCoTester by TestGrid · 219.7KCoTester by TestGrid · 180.3KCoTester by TestGrid · 149KCoTester by TestGrid · 162.9K1001K10K100K1MGhosteye · 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 · 23.2KCoTester by TestGrid · 215.1KCoTester by TestGrid · 231.3KCoTester by TestGrid · 194.6KCoTester by TestGrid · 216.2KCoTester by TestGrid · 219.7KCoTester by TestGrid · 180.3KCoTester by TestGrid · 149KCoTester by TestGrid · 162.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
—
Freemium
Starting price
—
$20per month
—
$199per month
Free tier
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Free trial
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API access
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–
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Plans
Custom Quote Custom
Pro $20/moPlus Usage $0.14Enterprise Custom
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Starter $199/moGrowth CustomEnterprise Device Lab Custom
Capabilities input → output
Input
Data
Code
TextWeb pages
DocumentsText
Output
AudioDataText
Code
Data
Code
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Testing
Development & CodeAI Code ReviewAI Testing
Development & CodeAI Testing
Development & CodeProductivity & OfficeAI AgentAI Testing
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
8
7
7
Test automation
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Testing
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Test creation
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UI testing
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–
Agents
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Code testing
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Cybersecurity simulation
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Cybersecurity training
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It security training
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Phishing training
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Test cases
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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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Website testing
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Browser testing
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No-code
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Scam detection education
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
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.