vioscaleAI
Comparison

Consensus vs GPT-Researcher

No leader: the top candidate Consensus has only 0.26 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Consensus full profile →GPT-Researcher full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Consensus60
GPT-Researcher57
Score
vioscaleAI score
Consensus60 / 100low · 26%
GPT-Researcher57 / 100low · 33%
Pricing
Free tier
Consensus✓
GPT-Researcher✓
Model
Consensusfreemium
GPT-Researcheropen_source
Price level
Consensuslow
GPT-Researcherfree
Starting price
Consensus$0.05
GPT-Researcher–
Transparent
Consensus✓
GPT-Researcher✓
Integrations
Count
Consensus4
GPT-Researcher22
Security
Gdpr
Consensus✓
GPT-Researcher–
Vulnerabilities
Adoption
Dependent repos
Consensus–
GPT-Researcher0
Github stars
Consensus–
GPT-Researcher30,098
Activity
Commits last 30d
Consensus–
GPT-Researcher79
Release
Cadence days
Consensus–
GPT-Researcher25
History
Consensus–
GPT-Researcher20 items
License
Spdx
Consensus–
GPT-ResearcherApache-2.0
Language
Primary
Consensus–
GPT-ResearcherPython
Market
Availability
Content
Faq
Consensus7 items
GPT-Researcher6 items

Capabilities

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

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

What each one is

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

Consensus

Consensus is an AI-driven research search engine that helps researchers, students, and clinicians find answers grounded in academic studies and journals. It uses semantic search and machine learning to extract precise, cited answers and generate summaries from peer-reviewed research.

Independently observed

GPT-Researcher

An autonomous research tool that plans queries, searches the web or your documents in parallel, filters sources for relevance, and generates detailed reports with inline citations in multiple export formats.

Independently observed

Pricing

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

Consensus

from $0.05/callUsage-basedFree tier

Free web search. API pricing from $0.05 per call with plan credits (500-2000/month depending on tier).

  • Pro500 credits included, then $0.05 per additional call
  • Team500 credits included, then $0.05 per additional call
  • Enterprise500 credits included, then $0.05 per additional call
  • Deep2000 credits included, then $0.05 per additional call
as of verify ↗

GPT-Researcher

Open sourceFree tier

Free and open source (MIT licensed). Operating costs only from your LLM and search provider.

  • Open SourceFree
    • Full GPT Researcher Python package on PyPI
    • MIT license
    • Model Context Protocol server
    • Web and document research
    • Multi-format export (PDF, Word, Markdown, JSON, CSV)
    • +6 more
as of verify ↗

Platform & deployment

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

Platforms
Web
Consensus✓
GPT-Researcher✓
CLI
Consensus✗
GPT-Researcher✓
Deployment
Cloud / SaaS
Consensus✓
GPT-Researcher✗
Self-hosted
Consensus✗
GPT-Researcher✓

Integrations

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

In common (2)
  • OpenAI
  • ChatGPT

Consensus

5 total - 3 not shared
  • Zotero
  • Mendeley
  • EndNote
Independently observed

GPT-Researcher

25 total - 23 not shared
  • Anthropic
  • Google
  • DeepSeek
  • Meta
  • Tavily
  • Microsoft
  • DuckDuckGo
  • SearXNG
  • LangChain
  • LangSmith
  • GitHub
  • Google Gemini
  • LangGraph
  • Bing
  • Exa
  • arXiv
  • PubMed
  • Jev
  • Mistral
  • Ollama
  • Claude Desktop
  • Cursor
  • n8n
Independently observed
Still deciding?

Consensus or GPT-Researcher: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

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