# Consensus vs Peony

Consensus records 6,014,388 monthly visits with -1.2% month-over-month growth and Freemium pricing. Peony records 95,768 monthly visits with -20.2% growth and Freemium pricing.

| Metric | [Consensus](https://openaitools.app/tool/consensus) | [Peony](https://openaitools.app/tool/peony) |
| :--- | :--- | :--- |
| Website URL | https://consensus.app | https://peony.ink |
| Categories | AI Search Engine, AI Research Tool, AI Papers, AI Article Summarizer | AI Files, AI Knowledge Management, AI Productivity Tools, AI Assistant |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 6,014,388 | 95,768 |
| MoM Growth Rate | -1.2% | -20.2% |
| Primary Market | United States | United States |
| Direct Visits | 2,918,713 | 52,145 |
| Review Score | 4.7 | 4.4 |
| Saved Count | 31 | 0 |
| Supported Platforms | Website | Website |

## Consensus

Consensus works like a scholarly search engine supercharged by AI. Instead of returning a flat list of PDFs, you ask a natural-language research question and Consensus extracts claims from relevant papers, then shows you what the studies actually find. A Consensus Meter summarizes the weight of evidence for yes/no questions, so you can see at a glance whether scientists largely agree, disagree, or remain divided.

The platform indexes hundreds of millions of peer-reviewed papers spanning medicine, biology, psychology, economics and more. Answers link straight back to the source studies, and you can filter by study design, journal quality, sample size and publication year to separate stronger evidence from weaker signals. Features like Deep Search, Topic Synthesis and Skills let researchers build a working knowledge base over time rather than starting from scratch on every query.

Consensus is designed for researchers, clinicians, students and analysts who need trustworthy signals from the scientific record without drowning in irrelevant results. A free tier gives limited AI-powered searches each month, while paid plans unlock unlimited use, advanced filters and deeper synthesis.

**Pricing & Plans:** Freemium. A free tier offers a limited number of AI-powered searches per month; paid individual plans unlock unlimited searches and advanced research features, with discounted student pricing and team/enterprise options.

- **Evidence-grounded answers:** Ask a research question in plain language and get answers synthesized from peer-reviewed studies, with each claim linked to its source paper.
- **Consensus Meter:** A visual summary shows how the scientific literature leans on a yes/no question, indicating agreement, disagreement or mixed evidence.
- **Powerful filters:** Narrow results by study design, sample size, journal quality, publication year and more to prioritize high-quality evidence.
- **Topic synthesis and Deep Search:** Aggregate findings across many studies into structured summaries that map what is known and where the gaps are.
- **Research workspace:** Save papers, organize sources and build a persistent knowledge base for literature reviews and ongoing projects.

**Strengths:** Answers cite real peer-reviewed papers, so claims are verifiable; Consensus Meter makes it easy to gauge scientific agreement at a glance; Rich filters help separate high-quality evidence from weaker studies; Fast, clean interface designed around research workflows

**Limitations:** Free tier caps the number of AI-assisted searches per month; Coverage is strongest for STEM and health fields, lighter for some humanities topics; It guides you toward sources but is not a substitute for reading full papers

[Profile (Markdown)](https://openaitools.app/tool/consensus.md)

## Peony

Peony is a virtual data room (VDR) built for the deal teams that actually run diligence: M&A advisory, independent sponsors, finance, commercial real estate, healthcare, biotech and pharma, and legal. Its pitch is speed and honest pricing — the room can be live in about five minutes, and plans start from a flat per-admin rate rather than the per-page, per-gigabyte, or per-deal structures associated with legacy VDRs. The company cites 8,000+ teams across 60+ countries, a median setup time of 4 minutes 19 seconds, and flat pricing from $30 per admin per month.

The platform combines secure sharing with visibility. Per-document and per-page permissions, NDA-gated access, dynamic watermarking, screenshot blocking, redaction, and detailed audit logs control who can see what. In the other direction, page-level engagement analytics track which bidders opened a management presentation, how long each LP spent on a PPM, and which investors read the financial model, so teams know when to follow up.

The AI layer turns the data room into a managed knowledge base: it answers viewer questions drawn from your documents with tiered access, tracks every question asked, and monitors failed responses. Peony also handles organization at scale, classifying uploads into the right folders, scoring room completeness, and suggesting permissions by deal role. Unusually for a VDR, it renders .html natively with JavaScript running, so live Claude or GPT artifacts — financial models, dashboards, ROI calculators — actually work for the recipient and arrive wrapped in screenshot protection, NDA gating, page analytics, and instant revoke. Rooms are built to meet AES-256, SOC 2-ready, ISO 27001-ready, GDPR, CCPA, and HIPAA expectations, and support engineers across the US, EU, and Asia respond within minutes.

**Pricing & Plans:** Freemium with flat per-admin pricing and no seat bundles on self-serve. Business is $30/admin/month and Data Room is $52/admin/month, both including AI, security, and analytics; Deal Team is $64/admin/month with a four-admin minimum for controlled redaction. Free tier available, no credit card required, no per-page, storage, or setup fees. Enterprise plans on request.

- **Granular permissions and NDA gating:** Control access at folder, file, or page level with view-only, download, or no-access rules per recipient, and require a digitally signed NDA before confidential files can be viewed.
- **Page-level engagement analytics:** See who opened each file, which pages they read, and how long they spent, turning viewer data into diligence and deal intelligence with compliance-ready audit logs.
- **AI document Q&A and room organization:** AI answers viewer questions from your documents with tiered access, classifies uploads into the right folders, scores room completeness, and suggests permissions by deal role.
- **Live artifacts and interactive content:** Share live Claude or GPT artifacts and dashboards rendered natively with JavaScript running, wrapped in screenshot protection, NDA gating, and instant revoke.
- **Security and e-signatures:** AES-256 encryption, 2FA, dynamic watermarks, screenshot blocking, controlled redaction, link expiration, password protection, and built-in e-signatures.

**Strengths:** Live in around five minutes with a median setup time of just over four minutes; Flat per-admin pricing instead of per-page, per-gigabyte, or per-deal legacy structures; AI document Q&A, auto-organisation, and page-level engagement analytics included from the Business tier; Enterprise-grade security: AES-256, 2FA, NDA gating, watermarks, screenshot blocking, redaction, audit logs

[Profile (Markdown)](https://openaitools.app/tool/peony.md)

## Frequently Asked Questions

### How do Consensus and Peony compare in monthly traffic?

Consensus has 6,014,388 monthly visits, while Peony has 95,768. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Consensus has a month-over-month growth rate of -1.2%; Peony has -20.2%.

### How does pricing compare?

Consensus: Freemium. Freemium. A free tier offers a limited number of AI-powered searches per month; paid individual plans unlock unlimited searches and advanced research features, with discounted student pricing and team/enterprise options. Peony: Freemium. Freemium with flat per-admin pricing and no seat bundles on self-serve. Business is $30/admin/month and Data Room is $52/admin/month, both including AI, security, and analytics; Deal Team is $64/admin/month with a four-admin minimum for controlled redaction. Free tier available, no credit card required, no per-page, storage, or setup fees. Enterprise plans on request.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Perplexity](https://openaitools.app/tool/perplexity-ai) | 88,310,223 | -3.7% | Freemium | Covers general web sources alongside academic papers, but lacks specialized scientific synthesis metrics and consensus ratings. | [.md](https://openaitools.app/tool/perplexity-ai.md) |
| 2 | [Semantic Scholar](https://openaitools.app/tool/semantic-scholar) | 8,198,672 | +5.8% | Free | Completely free access to a massive scholarly index, but offers less automated natural-language evidence synthesis than Consensus. | [.md](https://openaitools.app/tool/semantic-scholar.md) |
| 3 | [Kagi Search](https://openaitools.app/tool/kagi-search) | 4,647,605 | +3.2% | Free Trial, Paid | A paid, ad-free search engine that answers to its users | [.md](https://openaitools.app/tool/kagi-search.md) |
| 4 | [SciSpace](https://openaitools.app/tool/scispace) | 4,464,111 | +8.6% | Freemium | Provides deeper PDF reading and interactive literature analysis tools, but is less focused on quick evidence aggregation. | [.md](https://openaitools.app/tool/scispace.md) |
| 5 | [Harvey](https://openaitools.app/tool/harvey-ai) | 1,832,998 | +26.1% | Contact for Pricing | Domain-specific AI for law firms, in-house legal teams, and professional services | [.md](https://openaitools.app/tool/harvey-ai.md) |
| 6 | [Elicit](https://openaitools.app/tool/elicit) | 1,751,507 | +3.1% | Freemium | Performs advanced systematic review data extraction and evidence synthesis, but has a more complex interface than Consensus. | [.md](https://openaitools.app/tool/elicit.md) |
| 7 | [Jenni](https://openaitools.app/tool/jenni) | 1,498,133 | +5.2% | Freemium | The AI workspace where researchers read, write, and cite with every claim traceable to its source | [.md](https://openaitools.app/tool/jenni.md) |
| 8 | [Rayyan](https://openaitools.app/tool/rayyan) | 1,116,437 | +7.9% | Freemium | AI-assisted systematic review software for screening, extraction, and evidence synthesis at scale | [.md](https://openaitools.app/tool/rayyan.md) |
| 9 | [Scite](https://openaitools.app/tool/scite) | 841,974 | +1.1% | Free Trial, Contact for Pricing | Tracks how papers are cited with Smart Citations to gauge reliability, but features a less direct Q&A synthesis. | [.md](https://openaitools.app/tool/scite.md) |
| 10 | [ResearchRabbit](https://openaitools.app/tool/researchrabbit) | 831,571 | +3.1% | Free | Excellent for visual citation mapping and literature discovery, but lacks automated paper Q&A and evidence synthesis. | [.md](https://openaitools.app/tool/researchrabbit.md) |

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Source: https://openaitools.app/compare/consensus-vs-peony

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