Consensus vs Perplexity Sonar API vs Paperguide vs ScienceOS

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

Your tool
Consensus
vs
Competitor 1
Perplexity Sonar API
Competitor 2
Paperguide
Competitor 3
ScienceOS
Compare
4 tools · best value per row highlighted
Your tool Consensus
consensus.app
Scientific answers from peer-reviewed research
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Competitor Perplexity Sonar API
docs.perplexity.ai
Perplexity Sonar API is the developer platform behind Perplexity's real-time web research, exposed as a Router API, an Agent API, a Search API and an Embeddings API.
Make main Remove
Competitor Paperguide
paperguide.ai
Make main Remove
Competitor ScienceOS
scienceos.ai
Researchers waste hours hunting through literature—piecing together fragments from different papers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
5.8Mvisits/mo
—
262.6Kvisits/mo
64.9Kvisits/mo
MoM change
▲ 3.5%
—
▲ 4.7%
▼ 6.2%
6-month growth
+14.4%
—
+44.6%
+1.2%
Global rank web
#9,859
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#182,104
#464,304
Avg. last 3 months
5.5M
—
266.5K
68.2K
Bounce rate lower is better
43%
—
44%
39%
Pages / visit
4.1
—
2.3
3.7
Visit duration
3m 56s
—
1m 32s
1m 37s
Traffic sources
● Direct 84% · ● Referral 14%
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● Direct 80% · ● Referral 14%
● Direct 98% · ● Mail 2%
ConsensusPerplexity Sonar APIPaperguideScienceOS
01.5M2.9M4.4M5.9MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MPaperguide · 181KPaperguide · 215.1KPaperguide · 183.1KPaperguide · 181.6KPaperguide · 232.2KPaperguide · 282.6KPaperguide · 286.3KPaperguide · 250.7KPaperguide · 262.6KScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9K10K100K1M10MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MPaperguide · 181KPaperguide · 215.1KPaperguide · 183.1KPaperguide · 181.6KPaperguide · 232.2KPaperguide · 282.6KPaperguide · 286.3KPaperguide · 250.7KPaperguide · 262.6KScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
—
Freemium
Freemium
Starting price
$8.99per month · free tier available
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$12per month · free tier available
€7.25per month · free tier available
Free tier
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Free trial
–
–
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API access
–
–
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Plans
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Router API CustomAgent API CustomSearch API CustomEmbeddings API Custom+1 more
Free FreePlus $12/moPro $29/moEnterprise Custom
Free FreeAngel €7.25/moTeam €6/moInstitution Custom
Capabilities input → output
Input
Text
Text
DocumentsText
DocumentsText
Output
Text
Text
DataDocumentsText
DataText
Skill level
Intermediate
Advanced
Beginner-friendly
Intermediate
Categories
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeAI API
Research & AnalyticsAI Research PapersAI Research Tool
Research & AnalyticsAI Research PapersAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
10
8
Research
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Research papers
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Literature reviews
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Academic research
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Citations
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Scientific literature exploration
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APIs
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Scientific q a
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Search engine
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Web search
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Information retrieval
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LLM gateway
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Medical research
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PDF analysis
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Research papers analysis
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Research papers summaries
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Scientific research
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Web search summaries
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Academic writing
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Agents
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Developer tools
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Development
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Literature analysis
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Model routing
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Network diagrams
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Research papers drafting
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Writing
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Community on aitoolstime
Rating
no ratings yet
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no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
0
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Prompts
0
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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.