Every score is worked out from the vendor's own pages · How we score →Disclosure
SAASINSPECTOR
Head-to-head · literature search tools · facts checked 26 Sept 2026

Consensus vs Semantic Scholar

Consensus scores 6.7 to Semantic Scholar's 6.0 among the literature search tools we rate, and is the better pick for 2 of the 5 kinds of buyer below.

Consensus
#5 of 13 literature search tools
6.7
/ 10
From
$20/mo
Free plan
Yes
Semantic Scholar
#7 of 13 literature search tools
6.0
/ 10
From
Free
Free plan
Yes
The verdict

Consensus wins, 6.7 to 6.0

Semantic Scholar is free, with no paid plan at all; Consensus starts at $20 a month. That price buys a visual map of connected papers, a table that pulls study details across many papers at once, and a full literature review draft, none of which Semantic Scholar offers. Semantic Scholar answers back with a free, documented API and citation alerts on saved searches, both absent from Consensus, though its summaries only cover computer science, biology and medicine.

Pick Consensus if you want a paper map and a written literature review.

Pick Semantic Scholar if you want free access with a documented API and alerts.

Best for

Who each one suits, decided on the criteria that matter to that buyer and the checked facts where the two differ.

Finding papers fast
Consensus
Consensus 7.0 · Semantic Scholar 4.5 on finding papers
  • Answers a research question from the literature: Consensus yes, Semantic Scholar no
  • Map of connected papers: Consensus yes, Semantic Scholar no
  • But Semantic Scholar leads on alerts for new papers: Semantic Scholar yes, Consensus no
Reading and pulling data from papers
Consensus
Consensus 8.5 · Semantic Scholar 5.0 on reading and analysing papers
  • Pulls data from many papers into a table: Consensus yes, Semantic Scholar no
  • Writes a literature review for you: Consensus yes, Semantic Scholar no
Systematic reviewers
Too close to call
Consensus 0.0 · Semantic Scholar 0.0 on systematic reviews
Students on a budget
Semantic Scholar
Consensus 7.0 · Semantic Scholar 10.0 on pricing
  • Monthly price, cheapest paid plan: $0 against $20
Labs and libraries
Semantic Scholar
Consensus 6.9 · Semantic Scholar 7.3 on citing and writing and access, teams and privacy
  • Browser extension: Semantic Scholar yes, Consensus no
  • Export formats: BibTeX, EndNote, MLA, APA, Chicago against CSV, RIS
  • But Consensus leads on works in languages other than English: Consensus yes, Semantic Scholar no
Section 01

How they score

Both are scored the same way, against the other literature search tools we rate, from facts on each vendor's own pages. Consensus leads on 3 of 6 criteria.

Finding papers20% of the score
Consensus7.0
Semantic Scholar4.5
Reading and analysing papers25% of the score
Consensus8.5
Semantic Scholar5.0
Systematic reviews10% of the score
Consensus0.0
Semantic Scholar0.0
Pricing20% of the score
Consensus7.0
Semantic Scholar10.0
Citing and writing15% of the score
Consensus5.5
Semantic Scholar7.2
Access, teams and privacy10% of the score
Consensus9.0
Semantic Scholar7.5
How the score works →
Section 02

Where they differ

Every point where the two vendors' published facts disagree, with a link to where each fact was read. "Not published" means the vendor does not say either way.

Answers a research question from the literature
Consensus
Consensus
Yes
source ↗
Semantic Scholar
No
source ↗
Map of connected papers
Consensus
Consensus
Yes
source ↗
Semantic Scholar
No
source ↗
Alerts for new papers
Semantic Scholar
Consensus
No
source ↗
Semantic Scholar
Yes
source ↗
Pulls data from many papers into a table
Consensus
Consensus
Yes
source ↗
Semantic Scholar
No
source ↗
Writes a literature review for you
Consensus
Consensus
Yes
source ↗
Semantic Scholar
No
source ↗
Monthly price, cheapest paid plan (academic rate if offered)
Semantic Scholar
Consensus
$20
source ↗
Semantic Scholar
$0
source ↗
Export formats
Semantic Scholar
Consensus
CSV, RIS
source ↗
Semantic Scholar
BibTeX, EndNote, MLA, APA, Chicago
source ↗
Browser extension
Semantic Scholar
Consensus
No
source ↗
Semantic Scholar
Yes
source ↗
Works in languages other than English
Consensus
Consensus
Yes
source ↗
Semantic Scholar
No
source ↗

Published by only one of them

Works with Zotero, Mendeley, EndNote and others
Consensus
Zotero, EndNote, Mendeley, Paperpile
source ↗
Semantic Scholar
Zotero, Mendeley, EndNote
source ↗
Does not train AI on your data
Consensus
Yes
source ↗
Semantic Scholar
Not published
Where they match (17)
Searches a database of papers
Consensus
Yes
source ↗
Semantic Scholar
Yes
source ↗
Shows if later papers support or dispute a paper
Consensus
No
source ↗
Semantic Scholar
No
source ↗
Ask questions of a paper
Consensus
Yes
source ↗
Semantic Scholar
Yes
source ↗
Summarises papers
Consensus
Yes
source ↗
Semantic Scholar
Yes
source ↗
Answers show the passage they came from
Consensus
Yes
source ↗
Semantic Scholar
Yes
source ↗
Reads tables and figures
Consensus
No
source ↗
Semantic Scholar
No
source ↗
Screening with include and exclude decisions
Consensus
No
source ↗
Semantic Scholar
No
source ↗
AI help with screening
Consensus
No
source ↗
Semantic Scholar
No
source ↗
Removes duplicate references
Consensus
No
source ↗
Semantic Scholar
No
source ↗
PRISMA flow diagram
Consensus
No
source ↗
Semantic Scholar
No
source ↗
Risk of bias assessment
Consensus
No
source ↗
Semantic Scholar
No
source ↗
Helps you write and adds citations
Consensus
No
source ↗
Semantic Scholar
No
source ↗
Word or Google Docs add-in
Consensus
No
source ↗
Semantic Scholar
No
source ↗
University or library licence
Consensus
Yes
source ↗
Semantic Scholar
Yes
source ↗
Shared projects with your team
Consensus
Yes
source ↗
Semantic Scholar
Yes
source ↗
API
Consensus
Yes
source ↗
Semantic Scholar
Yes
source ↗
Mobile app
Consensus
No
source ↗
Semantic Scholar
No
source ↗
Section 03

Pricing, plan by plan

Every plan each vendor publishes, monthly and yearly where both are offered.

Consensus

Free
Free
Unlimited basic searches, 10 Pro messages, 3 Deep reviews
Pro
$20/mo · $144/yr
Unlimited Pro messages, 15 Deep reviews per month, unlimited access to every research tool
Deep
$65/mo · $540/yr
200 Deep reviews per month, unlimited Pro messages, unlimited access to every research tool
Teams
$30/seat/mo · $240/seat/yr
Up to 200 seats, 50 Deep reviews per month, centralized billing, manage accounts
Enterprise
Custom
Everything in Team plus greater volume discounts, research library integration, manage thousands of users, dedicated support

Semantic Scholar

Free
Free
Full access to search across 236M+ papers, Semantic Reader, Scholar's Hub, and API

For everything else about each tool, read the full Consensus review and Semantic Scholar review.

Section 04

Consensus vs Semantic Scholar: common questions

Which is better, Consensus or Semantic Scholar?

Consensus scores 6.7 and Semantic Scholar 6.0 out of 10 among the literature search tools we rate. Consensus is ahead on finding papers, reading and analysing papers and access, teams and privacy. Semantic Scholar is ahead on pricing and citing and writing.

Is Consensus or Semantic Scholar cheaper?

Consensus's cheapest paid plan is $20/mo and Semantic Scholar's is Free. Compare what each plan includes below before going on price alone.

What can Consensus do that Semantic Scholar cannot?

On the facts both vendors publish: answers a research question from the literature, map of connected papers, pulls data from many papers into a table, writes a literature review for you and works in languages other than English.

What can Semantic Scholar do that Consensus cannot?

On the facts both vendors publish: alerts for new papers and browser extension.

Keep comparing