Highlight AI vs GitHub Copilot vs CodeRabbit vs Fathom

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

Your tool
Highlight AI
vs
Competitor 1
GitHub Copilot
Competitor 2
CodeRabbit
Competitor 3
Fathom
Compare
4 tools · best value per row highlighted
Your tool Highlight AI
highlightai.com
Highlight AI watches the work you do across meetings, your screen and connected tools, then turns that context into briefs, summaries and drafted follow-ups.
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Fathom
fathom.video
Meeting notes land in your inbox before you've left the call
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
637.9Mvisits/mo
1Mvisits/mo
5.3Mvisits/mo
MoM change
—
▲ 3.7%
▼ 22.7%
▼ 2.3%
6-month growth
—
+19.3%
+50.4%
+6.1%
Global rank web
—
#49
#38,145
#12,522
Avg. last 3 months
—
629.7M
1.2M
5.3M
Bounce rate lower is better
—
36%
49%
42%
Pages / visit
—
5.9
3.5
3.2
Visit duration
—
6m 26s
1m 55s
3m 01s
Traffic sources
—
● Direct 83% · ● Referral 15%
● Direct 73% · ● Referral 24%
● Direct 80% · ● Referral 13%
Highlight AIGitHub CopilotCodeRabbitFathom
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MFathom · 3.8MFathom · 3.9MFathom · 4.4MFathom · 4.6MFathom · 4.9MFathom · 5MFathom · 4.8MFathom · 5.2MFathom · 5.4MFathom · 5.3M100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MFathom · 3.8MFathom · 3.9MFathom · 4.4MFathom · 4.6MFathom · 4.9MFathom · 5MFathom · 4.8MFathom · 5.2MFathom · 5.4MFathom · 5.3MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$35per month
$4per month · free tier available
$24per month
Free tier
Free tier
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–
Free trial
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API access
–
–
–
–
Plans
Lite $35/moPro $60/moMax $200/mo
Free FreeTeam $4/moEnterprise $21/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
AudioDocumentsText
CodeText
Code
Audio
Output
Text
Code
CodeText
Text
Skill level
Beginner-friendly
Intermediate
Intermediate
Beginner-friendly
Categories
Productivity & OfficeAI AssistantAI Meeting AssistantAI Note Taker
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code Review
Productivity & OfficeAI Meeting AssistantAI Note Taker
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
9
8
9
Meeting summaries
–
–
Code reviews
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–
Meetings
–
–
Note taking
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–
Code autocompletion
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–
–
Coding
–
–
–
GitHub pull requests
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–
–
Meeting notes
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–
–
Meeting preparation
–
–
–
Agents
–
–
–
Code analysis
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–
–
Code documentation
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–
–
Code quality
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–
–
Code security analysis
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–
–
Code testing
–
–
–
Coding in VS Code
–
–
–
Email follow-ups
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–
–
Meeting transcription
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–
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Transcription
–
–
–
Vs code
–
–
–
Agent management
–
–
–
Calendar assistance
–
–
–
Call summaries
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–
–
Debugging
–
–
–
Development
–
–
–
Meeting analysis
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–
–
Meeting minutes
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–
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Morning briefings
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–
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Terminal
–
–
–
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
2
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.