RepoRift vs DeepWiki vs Redlight Greenlight for Claude Code vs LabelGPT

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

Your tool
RepoRift
vs
Competitor 1
DeepWiki
Competitor 2
Redlight Greenlight for Claude Code
Competitor 3
LabelGPT
Compare
4 tools · best value per row highlighted
Your tool RepoRift
repo-rift.com
You're staring at a massive GitHub repo
Remove
Competitor DeepWiki
deepwiki.com
DeepWiki scans repositories and builds indexes you can talk to
Make main Remove
Competitor Redlight Greenlight for Claude Code
github.com
One-click approve for Claude Code permissions
Make main Remove
Competitor LabelGPT
labellerr.com
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
957.2Kvisits/mo
637.9Mvisits/mo
135.3Kvisits/mo
MoM change
—
▼ 2.5%
▲ 3.7%
▼ 22.5%
6-month growth
—
-29.9%
+19.3%
+18.2%
Global rank web
—
#63,286
#49
#335,350
Avg. last 3 months
—
998K
629.7M
139.9K
Bounce rate lower is better
0%
57%
36%
43%
Pages / visit
—
2.3
5.9
1.8
Visit duration
—
2m 42s
6m 26s
25s
Traffic sources
—
● Direct 80% · ● Referral 19%
● Direct 83% · ● Referral 15%
● Direct 70% · ● Referral 29%
RepoRiftDeepWikiRedlight Greenlight for Claude CodeLabelGPT
0159.5M318.9M478.4M637.9MRepoRift · 277DeepWiki · 1.2MDeepWiki · 1.2MDeepWiki · 1.3MDeepWiki · 1.3MDeepWiki · 1.4MDeepWiki · 1.3MDeepWiki · 1.2MDeepWiki · 1.1MDeepWiki · 981.8KDeepWiki · 957.2KRedlight 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 · 637.9MLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3K1001K10K100K1M10M100M1BRepoRift · 277DeepWiki · 1.2MDeepWiki · 1.2MDeepWiki · 1.3MDeepWiki · 1.3MDeepWiki · 1.4MDeepWiki · 1.3MDeepWiki · 1.2MDeepWiki · 1.1MDeepWiki · 981.8KDeepWiki · 957.2KRedlight 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 · 637.9MLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Free
Free Trial
Freemium
Starting price
Free
Free
$5per month
$9,999per month · free tier available
Free tier
–
Free trial
–
–
–
API access
–
–
–
–
Plans
—
—
Plan $5/moPlan $21/unknown
Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Capabilities input → output
Input
TextWeb pages
CodeWeb pages
Text
ImagesText
Output
Code
Text
Text
Data
Skill level
Advanced
Advanced
Intermediate
Intermediate
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
4
2
3
Codebase q a
–
–
GitHub
–
–
Coding
–
–
Developer tools
–
–
Data labeling
–
–
–
Image annotation
–
–
–
Repository q a
–
–
–
Code documentation
–
–
–
Code navigation
–
–
–
Image segmentation
–
–
–
Repo analysis
–
–
–
GitHub search
–
–
–
Repository guidance
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

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.