Comparison

GPT-Researcher vs Scholarcy

On the evidence we track, GPT-Researcher leads this comparison with a composite score of 61/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

GPT-Researcher full profile →Scholarcy full profile →

Machine formatsJSON Markdown GraphQLor send Accept: application/json

★GPT-Researcher61

Scholarcy51

Attribute comparison across 2 tools
Attribute	GPT-ResearcherLeader	Scholarcy
Vioscale score	61 / 100low · 35%updating	51 / 100low · 36%updating
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	commercial	freemium
Price levelpricing.price_level	free	low
Transparentpricing.transparent	✓	✗
Integrations
Countintegrations.count	12	19
Security
Disclosure policysecurity.disclosure_policy	-	✓
Gdprsecurity.gdpr	-	✓
Vulnerabilitiessecurity.vulnerabilities	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=gpt-researcher&per_page=100 · Last 12m: 0	-
Adoption
Dependent reposadoption.dependent_repos	0	-
Github starsadoption.github_stars	29,157	-
Activity
Commits last 30dactivity.commits_last_30d	29	-
Release
Cadence daysrelease.cadence_days	24	-
Historyrelease.history	20 items	-
License
Spdxlicense.spdx	Apache-2.0	-
Language
Primarylanguage.primary	Python	-
Market
Availabilitymarket.availability	-	Available worldwide

Score

Vioscale score

GPT-Researcher61 / 100low · 35%updating

Scholarcy51 / 100low · 36%updating

Pricing

Free tier

GPT-Researcher✓

Scholarcy✓

Model

GPT-Researchercommercial

Scholarcyfreemium

Price level

GPT-Researcherfree

Scholarcylow

Transparent

GPT-Researcher✓

Scholarcy✗

Integrations

Count

GPT-Researcher12

Scholarcy19

Security

Disclosure policy

GPT-Researcher–

Scholarcy✓

Gdpr

GPT-Researcher–

Scholarcy✓

Vulnerabilities

GPT-ResearcherCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=gpt-researcher&per_page=100 · Last 12m: 0

Scholarcy–

Adoption

Dependent repos

GPT-Researcher0

Scholarcy–

Github stars

GPT-Researcher29,157

Scholarcy–

Activity

Commits last 30d

GPT-Researcher29

Scholarcy–

Release

Cadence days

GPT-Researcher24

Scholarcy–

History

GPT-Researcher20 items

Scholarcy–

License

Spdx

GPT-ResearcherApache-2.0

Scholarcy–

Language

Primary

GPT-ResearcherPython

Scholarcy–

Market

Availability

GPT-Researcher–

ScholarcyAvailable worldwide

Capabilities

Feature-by-feature on the axes that matter for ai research agents. “-” means undocumented, not absent.

Capability comparison for AI Research Agents
Capability	GPT-Researcher	Scholarcy
Capabilities
Architecture model	Open source framework	Managed saas application
Recursive multi step iterative searching	✓	-
Strict inline citation generation with links	✓	✓
Academic verified journal database querying only	✗	✓
Unstructured PDF upload and cross document synthesis	✓	✓
Tabular data extraction and literature matrix generation	✗	✓
Anti hallucination grounding and fact checking layer	✓	-
Multi agent expert persona debates internal	✗	-
Export to word PDF markdown with bibliography	✓	✓
Bring your own key byok API support	✓	-
SOC2 type ii	✗	-
Mit or apache permissive oss license	✓	✗
Pricing model	Free open source	Flat monthly subscription

Capabilities

Architecture model

GPT-ResearcherOpen source framework

ScholarcyManaged saas application

Recursive multi step iterative searching

GPT-Researcher✓

Scholarcy-

Strict inline citation generation with links

GPT-Researcher✓

Scholarcy✓

Academic verified journal database querying only

GPT-Researcher✗

Scholarcy✓

Unstructured PDF upload and cross document synthesis

GPT-Researcher✓

Scholarcy✓

Tabular data extraction and literature matrix generation

GPT-Researcher✗

Scholarcy✓

Anti hallucination grounding and fact checking layer

GPT-Researcher✓

Scholarcy-

Multi agent expert persona debates internal

GPT-Researcher✗

Scholarcy-

Export to word PDF markdown with bibliography

GPT-Researcher✓

Scholarcy✓

Bring your own key byok API support

GPT-Researcher✓

Scholarcy-

SOC2 type ii

GPT-Researcher✗

Scholarcy-

Mit or apache permissive oss license

GPT-Researcher✓

Scholarcy✗

Pricing model

GPT-ResearcherFree open source

ScholarcyFlat monthly subscription

What each one is

The product in its own terms, so the numbers below have context.

GPT-Researcher

Leader

GPT Researcher automates the research process by planning subtopics, sourcing and validating documents, and generating organized reports with citations. It supports multiple export formats and can work with web sources, local documents, or a combination of both.

Independently observed

Scholarcy

A platform that automatically converts academic papers and research documents into digestible summaries, flashcards, and organized collections, helping researchers save time and understand complex research more effectively.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

GPT-Researcher

Leader

Open sourceFree tier

Free and open source. Self-hosted. Pay only for underlying LLM and search API providers.

as of 2026-08-21verify ↗

Scholarcy

SubscriptionFree tier7-day trial

Free tier with 1 summary/day limit. Paid subscription plans available monthly and annually with 25% annual discount.

Free Article SummarizerFree
- 1 summary per day limit
- Import range of file formats
- Export flashcards one at a time
Scholarcy Plus-
- Unlimited summarization
- Generate enhanced summaries
- Save your flashcards
- Take notes, highlight and edit text
- Organise flashcards into collections
- +3 more
Scholarcy Plus Annual25% discount vs. monthly
- Unlimited summarization
- Generate enhanced summaries
- Save your flashcards
- Take notes, highlight and edit text
- Organise flashcards into collections
- +3 more

as of 2026-08-21verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	GPT-Researcher	Scholarcy
WebPlatforms	✓	✓
CLIPlatforms	✓	✗
Cloud / SaaSDeployment	✗	✓
Self-hostedDeployment	✓	✗
On-premiseDeployment	✓	✗

Platforms

Web

GPT-Researcher✓

Scholarcy✓

CLI

GPT-Researcher✓

Scholarcy✗

Deployment

Cloud / SaaS

GPT-Researcher✗

Scholarcy✓

Self-hosted

GPT-Researcher✓

Scholarcy✗

On-premise

GPT-Researcher✓

Scholarcy✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

GPT-Researcher

Leader

12 total

OpenAI
Anthropic
Google
DeepSeek
Meta
Tavily
Microsoft
DuckDuckGo
SearXNG
LangChain
LangSmith
GitHub

Independently observed

Scholarcy

19 total

Zotero
Mendeley
Google Scholar
OpenAlex
PubMed
Scite.AI
LibKey
Notion
Obsidian
Google Drive
RSS
Word
Excel
PowerPoint
Markdown
BibTeX
RIS
NBIB
Mindimo

Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.