ReadDocs vs OpenAI Codex vs CodeRabbit vs LightPDF

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

Your tool
ReadDocs
vs
Competitor 1
OpenAI Codex
Competitor 2
CodeRabbit
Competitor 3
LightPDF
Compare
4 tools · best value per row highlighted
Your tool ReadDocs
readdocs.co.uk
Upload a PDF contract and ReadDocs spits out a one-minute summary, bullet points, and answers to specific questions you ask
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Competitor OpenAI Codex
openai.com
A dedicated coding agent that writes and runs code for you
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor LightPDF
lightpdf.com
LightPDF AI for Docs is an online tool that utilizes artificial intelligence to summarize and extract insights from uploaded PDF, Word, Excel, and PPT documents. With multi-platform availability and s
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Traffic estimated monthly website traffic
Monthly visits
744visits/mo
204.3Mvisits/mo
1Mvisits/mo
1.8Mvisits/mo
MoM change
▲ 141.6%
▲ 3.6%
▼ 22.7%
▲ 1.0%
6-month growth
—
+0.3%
+50.4%
-4.4%
Global rank web
—
#212
#38,145
#34,433
Avg. last 3 months
384
197.3M
1.2M
1.7M
Bounce rate lower is better
39%
58%
49%
51%
Pages / visit
1.1
3.0
3.5
2.3
Visit duration
—
2m 31s
1m 55s
1m 31s
Traffic sources
—
● Direct 81% · ● Referral 17%
● Direct 73% · ● Referral 24%
● Direct 88% · ● Referral 10%
ReadDocsOpenAI CodexCodeRabbitLightPDF
066.6M133.2M199.7M266.3MReadDocs · 101ReadDocs · 308ReadDocs · 744OpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLightPDF · 1.6MLightPDF · 1.6MLightPDF · 1.9MLightPDF · 1.7MLightPDF · 1.9MLightPDF · 1.9MLightPDF · 1.8MLightPDF · 1.5MLightPDF · 1.8MLightPDF · 1.8M1001K10K100K1M10M100M1BReadDocs · 101ReadDocs · 308ReadDocs · 744OpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLightPDF · 1.6MLightPDF · 1.6MLightPDF · 1.9MLightPDF · 1.7MLightPDF · 1.9MLightPDF · 1.9MLightPDF · 1.8MLightPDF · 1.5MLightPDF · 1.8MLightPDF · 1.8MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$20per month · free tier available
$24per month
$1.33per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Free FreePro £9.99/moBusiness £29/mo
—
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeMonthly $5.99/moYearly $15.99/yrLifetime $39.99
Capabilities input → output
Input
DocumentsImagesText
CodeText
Code
DocumentsWeb pages
Output
Text
Code
CodeText
Text
Skill level
Beginner-friendly
Advanced
Intermediate
Beginner-friendly
Categories
Productivity & OfficeWriting & ContentAI PDFAI Summarizer
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Code Review
Productivity & OfficeWriting & ContentAI Document ExtractionAI PDF+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
13
9
8
9
Document summarization
–
–
Summarizing
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–
GitHub pull requests
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PDF analysis
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Code reviews
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OCR
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Code documentation
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–
Development
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–
Agents
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–
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Coding
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–
–
Data extraction
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–
–
Document chat
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–
–
Document data extraction
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Document q a
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Document summaries
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PDF summaries
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–
–
Code analysis
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–
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Code quality
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–
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Code security analysis
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Code testing
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GitHub automation
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–
–
Interactive PDF processing
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–
–
Official documents q a
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–
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PDFs
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–
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Summaries
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–
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Text extraction
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–
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Debugging
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Document processing
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Meeting summaries
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–
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Terminal
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.