# Consensus vs GitRec

Consensus records 6,014,388 monthly visits with -1.2% month-over-month growth and Freemium pricing. GitRec records 0 monthly visits with — growth and Free pricing.

| Metric | [Consensus](https://openaitools.app/tool/consensus) | [GitRec](https://openaitools.app/tool/gitrec) |
| :--- | :--- | :--- |
| Website URL | https://consensus.app | https://chromewebstore.google.com/detail/gitrec/eihokbaeiebdenibjophfipedicippfl |
| Categories | AI Search Engine, AI Research Tool, AI Papers, AI Article Summarizer | AI GitHub, Open Source AI Models, AI Developer Tools |
| Pricing Model | Freemium | Free |
| Monthly Visits | 6,014,388 | 0 |
| MoM Growth Rate | -1.2% | — |
| Primary Market | United States | Global |
| Direct Visits | 2,918,713 | 0 |
| Review Score | 4.7 | 4.2 |
| Saved Count | 31 | 0 |
| Supported Platforms | Website | Browser Extension |

## 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)

## GitRec

GitRec is a Chrome extension aimed at developers who want to discover GitHub projects without trawling trending pages. It plugs directly into GitHub and uses the repositories you have already starred as the signal for what to recommend, so the suggestions get more relevant as your star history grows. The extension pairs with a hosted backend and the whole stack — front end and recommender services — is published as open source under the gorse-io organization.

The recommendation logic comes from Gorse, an open-source recommender system that combines collaborative filtering with content-based similarity to score candidates. Because of that dual approach, GitRec can do two distinct things: push personalized suggestions to you on your GitHub feed, and build a 'similar repositories' list for any specific repo page you visit, which is handy when evaluating an unfamiliar library or looking for alternatives to a dependency.

GitRec is distributed for free through the Chrome Web Store (version 0.13 at the time of review, roughly 620 users, and a mixed 3.4/5 rating from a small handful of reviewers). The developer's privacy disclosure states that the extension does not collect or sell user data, and the source code is available on GitHub for anyone who wants to inspect or self-host the backend rather than relying on the hosted service.

**Pricing & Plans:** Completely free. GitRec is published as an open-source project and the Chrome Web Store listing has no paid tier, subscription, or in-extension purchase.

- **Star-based personalization:** Uses the repositories you have starred as the input signal, so recommendations track your actual interests rather than generic popularity.
- **Similar repository discovery:** On a popular repository page you can request a list of comparable projects, making it easier to compare libraries or find alternatives.
- **Gorse recommender backend:** Recommendations are generated by Gorse, an open-source engine that blends collaborative filtering with content-based similarity.
- **Fully open source:** Both the extension and its backend are published under the gorse-io GitHub organization, so you can audit the code or run your own instance.
- **No data collection:** The developer's Chrome Web Store disclosure states the extension does not collect or use your data, and does not sell it to third parties.

**Strengths:** Free and open source, so there is no paywall and the code can be inspected or self-hosted; Recommendations improve as you star more repositories, rather than being a static curated list; Two clear use cases in one small extension: a personalized feed and similar-repo lookup; Developer disclosure states no user data is collected or sold

**Limitations:** Small user base and a modest 3.4/5 rating from only a few reviewers; Quality depends on having a meaningful star history; new GitHub accounts will get weak suggestions; Relies on a hosted backend for recommendations, so an outage affects the extension's core feature

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

## Frequently Asked Questions

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

Consensus has 6,014,388 monthly visits, while GitRec has 0. 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%; GitRec has —.

### 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. GitRec: Free. Completely free. GitRec is published as an open-source project and the Chrome Web Store listing has no paid tier, subscription, or in-extension purchase.

## 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 | [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) |
| 6 | [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) |
| 7 | [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) |
| 8 | [CodeRabbit](https://openaitools.app/tool/coderabbit) | 1,048,880 | +4.6% | Freemium, Free Trial, Paid, Contact for Pricing | AI code review, PR triage, and security monitoring for fast-moving teams | [.md](https://openaitools.app/tool/coderabbit.md) |
| 9 | [DeepWiki by Cognition](https://openaitools.app/tool/deepwiki-by-congnition) | 879,539 | -3.1% | Free | AI-generated wikis and chat for any public GitHub repository | [.md](https://openaitools.app/tool/deepwiki-by-congnition.md) |
| 10 | [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) |

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

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)