LabelGPT vs Developer Toolkit vs Shotstack vs Anyscale

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

Your tool
LabelGPT
vs
Competitor 1
Developer Toolkit
Competitor 2
Shotstack
Competitor 3
Anyscale
Compare
4 tools · best value per row highlighted
Your tool LabelGPT
labellerr.com
Remove
Competitor Developer Toolkit
developertoolkit.ai
Some features sit in COMING SOON—printable cheat-sheets and team analytics aren't ready yet
Make main Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor Anyscale
anyscale.com
Scale AI effortlessly
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
135.3Kvisits/mo
9.7Kvisits/mo
—
79.1Kvisits/mo
MoM change
▼ 22.5%
▲ 46.3%
—
▼ 25.4%
6-month growth
+18.2%
+253.1%
—
-21.0%
Global rank web
#335,350
#2,468,968
—
#330,039
Avg. last 3 months
139.9K
6.8K
—
90.4K
Bounce rate lower is better
43%
39%
—
42%
Pages / visit
1.8
1.4
—
3.3
Visit duration
25s
1s
—
1m 53s
Traffic sources
● Direct 70% · ● Referral 29%
—
—
● Direct 81% · ● Referral 15%
LabelGPTDeveloper ToolkitShotstackAnyscale
043.7K87.3K131K174.6KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1K1001K10K100K1MLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$9,999per month · free tier available
$19.99per month
$39per month
—
Free tier
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–
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Free trial
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API access
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Plans
Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Solo Developer $19.99/moTeam $199.99/moEnterprise Custom
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Capabilities input → output
Input
ImagesText
Text
CodeImagesVideo
CodeData
Output
Data
Text
Video
Data
Skill level
Intermediate
Beginner-friendly
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
3
5
5
APIs
–
–
–
Data labeling
–
–
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Development guide
–
–
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GPU infrastructure
–
–
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Image annotation
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–
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Model training
–
–
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Tutorials
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–
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Video editing
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–
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Cloud computing
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–
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Developer tools
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–
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Development guidance
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Image segmentation
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Personalized videos
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Video generation
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Development
–
–
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LLM development
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 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.