Unitlab Annotate vs Encord vs Modal vs Redlight Greenlight for Claude Code

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

Your tool
Unitlab Annotate
vs
Competitor 1
Encord
Competitor 2
Modal
Competitor 3
Redlight Greenlight for Claude Code
Compare
4 tools · best value per row highlighted
Your tool Unitlab Annotate
unitlab.ai
Remove
Competitor Encord
encord.com
Model evaluation meets active learning in Encord, a system built to guide AI applications from initial data work through production deployment
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor Redlight Greenlight for Claude Code
github.com
One-click approve for Claude Code permissions
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.2Kvisits/mo
251.9Kvisits/mo
972.8Kvisits/mo
637.9Mvisits/mo
MoM change
▲ 76.6%
—
▲ 5.7%
▲ 3.7%
6-month growth
+37.1%
—
+13.6%
+19.3%
Global rank web
#2,769,635
—
#43,856
#49
Avg. last 3 months
5.1K
251.9K
960K
629.7M
Bounce rate lower is better
62%
—
37%
36%
Pages / visit
1.1
—
6.6
5.9
Visit duration
1m 41s
—
5m 31s
6m 26s
Traffic sources
—
—
● Direct 94% · ● Referral 5%
● Direct 83% · ● Referral 15%
Unitlab AnnotateEncordModalRedlight Greenlight for Claude Code
0159.5M318.9M478.4M637.9MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KEncord · 251.9KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KRedlight Greenlight for Claude Code · 484.3MRedlight Greenlight for Claude Code · 504MRedlight Greenlight for Claude Code · 542.6MRedlight Greenlight for Claude Code · 534.8MRedlight Greenlight for Claude Code · 634.3MRedlight Greenlight for Claude Code · 631MRedlight Greenlight for Claude Code · 636.1MRedlight Greenlight for Claude Code · 615.2MRedlight Greenlight for Claude Code · 637.9M1K10K100K1M10M100M1BUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KEncord · 251.9KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KRedlight Greenlight for Claude Code · 484.3MRedlight Greenlight for Claude Code · 504MRedlight Greenlight for Claude Code · 542.6MRedlight Greenlight for Claude Code · 534.8MRedlight Greenlight for Claude Code · 634.3MRedlight Greenlight for Claude Code · 631MRedlight Greenlight for Claude Code · 636.1MRedlight Greenlight for Claude Code · 615.2MRedlight Greenlight for Claude Code · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free Trial
Starting price
$89per month · free tier available
—
$250per month · free tier available
$5per month
Free tier
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Free trial
–
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API access
–
–
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Plans
Free FreeActive $99/moPro $195/mo
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Starter FreeTeam $250/moEnterprise Custom
Plan $5/moPlan $21/unknown
Capabilities input → output
Input
AudioDocumentsImagesTextVideo
DataImagesVideo
Code
Text
Output
Data
Data
Apps
Text
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
5
6
2
Developer tools
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Data labeling
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Image annotation
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GPU infrastructure
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Image segmentation
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Inference
–
–
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Object identification
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–
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APIs
–
–
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Coding
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Data management
–
–
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Data quality control
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Development
–
–
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OCR
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Performance optimization
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Testing
–
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Video analysis
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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.