Consensus vs PrivateGPT
Consensus vs PrivateGPT, compared side by side on 14 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Consensus is on 55/100 and PrivateGPT on 5/100.
Where each one leads
Consensus
- our overall score: 55/100 against 5/100
- agent readiness: 71/100 against 22/100
- domain rating: 79/100 against 61/100
PrivateGPT
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Consensus | PrivateGPT |
|---|---|---|
| What it is | An AI-powered search engine that accelerates academic research by extracting and synthesizing findings from over 250 million peer-reviewed papers. | A privacy-preserving AI platform that redacts sensitive data from text and audio, enabling safe use of large language models. |
| Category | AI Search Engine, Academic Research, Literature Review, Generative AI | AI Search Engine, Agentic AI, Foundation Model, Large Language Model |
| Sells toBusiness model | B2B | Open Source |
| Offering | Platform | Software |
| Founded | 2020 | 2023 |
| Headquarters | New York, United States | Toronto, Canada |
| Status | Active | Inactive |
Size, funding and growth
| Measure | Consensus | PrivateGPT |
|---|---|---|
| Employees | Not published | 29 |
| LinkedIn followers | Not published | 10,242 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Consensus | PrivateGPT |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 55/100 | 5/100 |
| Traction | 35/100 | Not published |
| Team | 60/100 | Not published |
| Community | 8/100 | Not published |
| Search visibility | 15/100 | 2/100 |
| Quality | 68/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | B (71/100) | F (22/100) |
| Domain ratingLink authority, 0-100 | 79/100 | 61/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Consensus | PrivateGPT |
|---|---|---|
| Hosting | Not detected | AWS |
| CDN | Cloudflare | Cloudflare |
| CMS | Not detected | Webflow |
| Analytics | Not detected | Google Analytics 4, Facebook Pixel |
| Support stack | Not detected | HubSpot |
| Open source | No | Yes |
| Self-hostable | No | Yes |
What users say
| Measure | Consensus | PrivateGPT |
|---|---|---|
| Reddit sentimentThreads we track | Not published | 4 positive, 0 negative across 6 threads |
“privateGPT is mind blowing. I've been a Plus user of ChatGPT for months, and also use Claude 2 regularly. I recently installed privateGPT on my home PC and loaded a directory with a bunch of PDFs on various subjects, including digital trans”r/ChatGPT
Consensus vs PrivateGPT: common questions
Which is better, Consensus or PrivateGPT?
On our 0-100 score Consensus rates higher (55/100 against 5/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 14 data points above: read the rows that match what you are buying for.
How do Consensus and PrivateGPT compare on the numbers?
Consensus leads on our overall score (55/100 against 5/100), agent readiness (71/100 against 22/100), domain rating (79/100 against 61/100).
What do real users say about Consensus and PrivateGPT?
PrivateGPT: 4 positive and 0 negative mentions across 6 Reddit threads we track, mostly in r/ChatGPT.
Read the full Consensus review and pricing or the PrivateGPT review and pricing. You can also browse other Consensus alternatives we track.