NotebookLM vs Noiz vs Humata vs Claude

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

Your tool
NotebookLM
vs
Competitor 1
Noiz
Competitor 2
Humata
Competitor 3
Claude
Compare
4 tools · best value per row highlighted
Your tool NotebookLM
notebooklm.google.com
Your docs, deeply understood
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Competitor Noiz
noiz.io
Make main Remove
Competitor Humata
humata.ai
Humata is an AI document assistant that reads your files and answers questions about them.
Make main Remove
Competitor Claude
claude.ai
AI assistant built to be helpful, harmless, and honest
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
159.8Mvisits/mo
237Kvisits/mo
—
950.2Mvisits/mo
MoM change
▼ 26.8%
▲ 14.5%
—
▼ 2.0%
6-month growth
-14.7%
-22.8%
—
+54.8%
Global rank web
—
#236,535
—
#40
Avg. last 3 months
210.3M
233.8K
—
955.4M
Bounce rate lower is better
32%
43%
—
26%
Pages / visit
5.0
1.8
—
4.5
Visit duration
6m 32s
20s
—
6m 14s
Traffic sources
● Direct 81% · ● Referral 17%
● Direct 88% · ● Referral 12%
—
● Direct 93% · ● Referral 5%
NotebookLMNoizHumataClaude
0242.3M484.7M727M969.3MNotebookLM · 121.9MNotebookLM · 141.5MNotebookLM · 177.5MNotebookLM · 187.3MNotebookLM · 222.2MNotebookLM · 247.4MNotebookLM · 253MNotebookLM · 218.2MNotebookLM · 159.8MNoiz · 368.5KNoiz · 343.1KNoiz · 310.9KNoiz · 303.9KNoiz · 306.9KNoiz · 281.5KNoiz · 292.5KNoiz · 257.2KNoiz · 207.1KNoiz · 237KClaude · 180.3MClaude · 172.7MClaude · 202.9MClaude · 290.3MClaude · 613.7MClaude · 823.5MClaude · 952.6MClaude · 946.8MClaude · 969.3MClaude · 950.2M100K1M10M100M1BNotebookLM · 121.9MNotebookLM · 141.5MNotebookLM · 177.5MNotebookLM · 187.3MNotebookLM · 222.2MNotebookLM · 247.4MNotebookLM · 253MNotebookLM · 218.2MNotebookLM · 159.8MNoiz · 368.5KNoiz · 343.1KNoiz · 310.9KNoiz · 303.9KNoiz · 306.9KNoiz · 281.5KNoiz · 292.5KNoiz · 257.2KNoiz · 207.1KNoiz · 237KClaude · 180.3MClaude · 172.7MClaude · 202.9MClaude · 290.3MClaude · 613.7MClaude · 823.5MClaude · 952.6MClaude · 946.8MClaude · 969.3MClaude · 950.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$4.99per month · free tier available
$4.99per month
$9.99per month · free tier available
$20per month · free tier available
Free tier
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Free trial
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–
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API access
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Plans
Free FreeGoogle AI Plus $4.99/moNotebookLM Pro (Google AI Pro) $19.99/moVia Google AI Ultra $99.99/mo
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Free FreeExpert $9.99/moTeam $49/moEnterprise Custom
Free FreePro $20/moMax 5x $100/moMax 20x $200/mo
Capabilities input → output
Input
AudioDocumentsTextWeb pages
Web pages
TextDocuments
CodeTextImagesDocuments
Output
VideoTextAudio
Text
Text
TextSlidesDocumentsDataCode
Skill level
Beginner-friendly
Beginner-friendly
Beginner-friendly
Beginner-friendly
Categories
Productivity & OfficeResearch & AnalyticsVideo EditingVoice & Speech+5 more
Video EditingAI Video Summarizer
Productivity & OfficeAI FilesAI PDF
Chatbots & CompanionsDevelopment & CodeEducation & LearningProductivity & Office+19 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
3
9
26
Summarizing
PDF analysis
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Research
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Document summarization
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Video summaries
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Chatbots
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Coding
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PDFs
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YouTube summaries
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APIs
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Agents
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Code reviews
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Debugging
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Essay writing
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Interactive PDF processing
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Large language models
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PDF summaries
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Paraphrasing
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Podcasts
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Terminal
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Translations
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Writing
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Blogging
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Code documentation
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Copywriting
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Document analysis
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Document reading
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Email writing
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Files
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Grammar checking
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
★ 4.610 ratings
Upvotes
▲ 1
▲ 0
▲ 0
▲ 50
Saves
0
0
0
7
Reviews
0
0
0
10
Prompts
2
0
0
19
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.