Redlight Greenlight for Claude Code vs Unitlab Annotate vs LabelGPT vs LangChain

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

Your tool
Redlight Greenlight for Claude Code
vs
Competitor 1
Unitlab Annotate
Competitor 2
LabelGPT
Competitor 3
LangChain
Compare
4 tools · best value per row highlighted
Your tool Redlight Greenlight for Claude Code
github.com
One-click approve for Claude Code permissions
Remove
Competitor Unitlab Annotate
unitlab.ai
Make main Remove
Competitor LabelGPT
labellerr.com
Make main Remove
Competitor LangChain
langchain.com
Framework for building with large language models
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
637.9Mvisits/mo
7.2Kvisits/mo
135.3Kvisits/mo
3.4Mvisits/mo
MoM change
▲ 3.7%
▲ 76.6%
▼ 22.5%
▲ 0.7%
6-month growth
+19.3%
+37.1%
+18.2%
+21.0%
Global rank web
#49
#2,769,635
#335,350
#13,384
Avg. last 3 months
629.7M
5.1K
139.9K
3.3M
Bounce rate lower is better
36%
62%
43%
42%
Pages / visit
5.9
1.1
1.8
6.2
Visit duration
6m 26s
1m 41s
25s
5m 29s
Traffic sources
● Direct 83% · ● Referral 15%
—
● Direct 70% · ● Referral 29%
● Direct 73% · ● Referral 24%
Redlight Greenlight for Claude CodeUnitlab AnnotateLabelGPTLangChain
0159.5M318.9M478.4M637.9MRedlight 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 · 637.9MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M1K10K100K1M10M100M1BRedlight 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 · 637.9MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$5per month
$89per month · free tier available
$9,999per month · free tier available
$39per month · free tier available
Free tier
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Free trial
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API access
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Plans
Plan $5/moPlan $21/unknown
Free FreeActive $99/moPro $195/mo
Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Developer FreePlus $39/moEnterprise Custom/mo
Capabilities input → output
Input
Text
AudioDocumentsImagesTextVideo
ImagesText
CodeText
Output
Text
Data
Data
Apps
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
0
1
0
6
Agent creation
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Agents
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LLM development
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Developer tools
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Development
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Agent testing
–
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OCR
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 1
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.