# Chippy vs Consensus

Chippy records 2,987 monthly visits with +29.6% month-over-month growth and Freemium pricing. Consensus records 6,014,388 monthly visits with -1.2% growth and Freemium pricing.

| Metric | [Chippy](https://openaitools.app/tool/chippy) | [Consensus](https://openaitools.app/tool/consensus) |
| :--- | :--- | :--- |
| Website URL | https://chippyai.com | https://consensus.app |
| Categories | AI Browsers, AI Assistant, AI Copilot, AI Chatbot | AI Search Engine, AI Research Tool, AI Papers, AI Article Summarizer |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 2,987 | 6,014,388 |
| MoM Growth Rate | +29.6% | -1.2% |
| Primary Market | Uzbekistan | United States |
| Direct Visits | 1,259 | 2,918,713 |
| Review Score | 4 | 4.7 |
| Saved Count | 1 | 31 |
| Supported Platforms | Website | Website |

## Chippy

Chippy exists to remove the friction of tab switching and constant copy-paste between a web page and an AI chatbot. Once installed in Chrome or any Chromium-based browser, it appears as an overlay panel that you can open on any site. You can either type your own prompt or highlight a passage and let Chippy read it, then continue with suggested follow-ups that keep the conversation relevant to what is on screen.

A distinctive feature is focused search: Chippy can narrow its search to the page you are viewing, which helps surface information beyond a model's static training cutoff. There is also a small email assistant for drafting quick replies, and a theme picker with several visual skins, including a nostalgic Windows 98 look, that makes the extension feel like part of the browser rather than a bolted-on tool.

The privacy model is deliberately simple. Chippy does not require an account, does not track browsing history, and stores conversations and any OpenAI API key locally in the browser, where you can delete them at any time. The free tier includes twenty GPT-3.5 queries per day; beyond that you supply your own OpenAI API key, which shifts usage onto your own OpenAI billing. Chippy states plainly that it is an independent project and not affiliated with Microsoft.

**Pricing & Plans:** Free. Twenty GPT-3.5 queries per day are included at no cost. For unlimited use or access to GPT-4, you connect your own OpenAI API key, which routes requests through your own OpenAI account and billing. No subscription or account is required.

- **In-page ChatGPT panel:** An overlay extension that answers questions and works with highlighted text on any website without opening or switching to another tab.
- **Page-scoped focused search:** Narrow the assistant's search to the current page to find details that may sit beyond a model's fixed training knowledge cutoff.
- **Suggested prompts and follow-ups:** Get started quickly with ready-made prompt suggestions and continue with contextual follow-up questions that build on the conversation.
- **Quick email reply drafting:** Open Chippy when you need help phrasing a short reply, useful during inbox triage without leaving the mail tab.
- **Local, account-free privacy model:** Conversations and your OpenAI API key stay in your browser, browsing history is not tracked, and no sign-up is needed to start.

**Strengths:** Zero cost to start with twenty daily GPT-3.5 queries and no account required; Eliminates tab switching and copy-paste by working directly on the page you are reading; Privacy-friendly local storage of conversations and API keys, with no history tracking; Bring-your-own OpenAI key unlocks GPT-4 and unlimited use on your own terms

**Limitations:** Free daily quota is limited to twenty GPT-3.5 queries; Using GPT-4 or heavier usage requires supplying and paying for your own OpenAI API key; Chrome and Chromium browsers only, with no Firefox or Safari support; Requires internet access and depends on OpenAI's API availability

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

## 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)

## Frequently Asked Questions

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

Chippy has 2,987 monthly visits, while Consensus has 6,014,388. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Chippy has a month-over-month growth rate of +29.6%; Consensus has -1.2%.

### How does pricing compare?

Chippy: Freemium. Free. Twenty GPT-3.5 queries per day are included at no cost. For unlimited use or access to GPT-4, you connect your own OpenAI API key, which routes requests through your own OpenAI account and billing. No subscription or account is required. 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.

## 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 | [Monica](https://openaitools.app/tool/monica-ai) | 4,512,775 | -11.3% | Freemium | All-in-one AI assistant across web, browser, desktop and mobile | [.md](https://openaitools.app/tool/monica-ai.md) |
| 5 | [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) |
| 6 | [Sider](https://openaitools.app/tool/sider) | 2,644,740 | -10.6% | Freemium | AI sidebar and browser agent for reading, writing and research | [.md](https://openaitools.app/tool/sider.md) |
| 7 | [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) |
| 8 | [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) |
| 9 | [Merlin AI](https://openaitools.app/tool/merlin-ai) | 1,382,634 | +13.1% | Freemium | One-click AI assistant for browsing, writing and research | [.md](https://openaitools.app/tool/merlin-ai.md) |
| 10 | [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) |

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

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