# Surf vs Reflexivity (formerly Toggle AI)

Surf records 116,252 monthly visits with -18.9% month-over-month growth and Free, Pro, Max, API credits pricing. Reflexivity (formerly Toggle AI) records 0 monthly visits with 0% growth and Contact for Pricing pricing.

| Metric | [Surf](https://openaitools.app/tool/surf) | [Reflexivity (formerly Toggle AI)](https://openaitools.app/tool/toggle-ai) |
| :--- | :--- | :--- |
| Website URL | https://asksurf.ai | https://toggle.ai |
| Categories | AI Crypto, AI Copywriting, AI Creative Writing, AI For Finance | AI Investing, AI For Finance, AI For Data Analytics, AI Copilot |
| Pricing Model | Free, Pro, Max, API credits | Contact for Pricing |
| Monthly Visits | 116,252 | 0 |
| MoM Growth Rate | -18.9% | 0% |
| Primary Market | South Korea | Global |
| Direct Visits | 88,813 | 0 |
| Review Score | 4.2 | 4.3 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## Surf

Surf positions itself as the intelligence layer for open financial markets. The core experience is conversational: you ask a question about a token, a protocol, a company, or a market move, and the system returns an answer grounded in live market feeds, onchain events, SEC filings, and news, with the underlying sources cited so you can verify the reasoning. Around that chat experience, Surf layers a set of named products such as CryptoPulse and Cryptopedia, plus an in-browser Studio for building analysis.

What separates Surf from a generic chatbot is the data plumbing behind it. The company says its datasets are kept current, structured, and unified across fragmented sources before any model touches them, which matters because much of crypto data is scattered across exchanges, chains, and regional venues. Surf also highlights its coverage of hard-to-source markets, including multilingual Asian centralized exchange data, as a differentiator for institutional research.

For builders, Surf exposes the same intelligence through an API, an MCP server, a CLI, and reusable agent skills, so a research desk can embed crypto and equities context directly into its own agents and internal tools. Surf states it is used by more than 500,000 users across 700-plus organizations, and its developer layer is documented separately for teams that want to integrate rather than click. Surf is operated by Cybertino Inc. and is not affiliated with any exchange or broker; outputs are research assistance, not investment advice.

**Pricing & Plans:** Surf publishes a tiered pricing page covering Free, Pro, and Max plans alongside API credit packages, with annual billing options and Studio credits bundled at higher tiers. Exact figures change over time, so check the official pricing page before purchasing.

- **Cited conversational analyst:** Ask questions about tokens, protocols, or equities in plain language and receive answers backed by visible sources rather than unsupported assertions.
- **Unified multi-source data:** Market prices, onchain events, SEC filings, and news are normalized into one structured layer so the model reasons over consistent inputs.
- **Developer integration layer:** API, MCP server, CLI, and agent skills let teams wire Surf intelligence into their own agents, dashboards, and internal research workflows.
- **CryptoPulse and Cryptopedia products:** Purpose-built modules for tracking market-moving developments and for looking up structured context on projects and assets.
- **Coverage of hard-to-source markets:** Surf emphasizes structured multilingual data from Asian centralized exchanges, a category many Western data vendors handle poorly.

**Strengths:** Answers come with citations, which makes verification practical rather than a leap of faith.; Covers both onchain crypto data and US equities in a single interface, useful for cross-asset research.; Genuine developer surface area: API, MCP, CLI, and agent skills, not just a chat box.; Institutional framing and published case studies signal real deployments with funds and exchanges.

**Limitations:** It is a research and intelligence tool, not a trading or execution venue, so it will not place orders for you.; Deeper data access and higher usage tiers sit behind paid plans and API credits.; Coverage quality varies by asset and venue; niche or thinly traded markets may return thinner answers.

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

## Reflexivity (formerly Toggle AI)

Reflexivity (rebranded from Toggle AI) is a research and analytics platform aimed squarely at institutional investors — asset managers, hedge funds and analyst teams who need answers they can defend. The product layers generative AI over curated, licensed datasets from S&P Global, LSEG Datastream, Cboe, Nasdaq, Dow Jones, Benzinga and Quartr, so answers are grounded in verifiable market data rather than open web content.

The core of the platform is Deep Research, an autonomous agent that writes and executes code to work through multi-step financial questions. Around it sit complementary modules: a Knowledge Graph for surfacing hidden relationships between companies, themes and market events; Portfolio Insights for real-time alerts, attribution and risk exposure; Scenario Analysis for stress-testing hypotheses against historical data; Document Intelligence for extracting structured insight from SEC filings, earnings transcripts and investor presentations; and Smart Screening for finding opportunities across qualitative and quantitative signals.

Security and auditability are positioned as first-class features. The company advertises SOC 2 Type 2 audits, end-to-end encryption with no persistent client data storage, client isolation, dedicated private compute, and an explicit "no hallucination" design philosophy in which the system states when data is unavailable. Access is sold as either full platform access for investment teams or an API integration for technology teams, both via a sales conversation rather than self-serve checkout.

**Pricing & Plans:** No public pricing. Reflexivity sells enterprise-style plans — Platform Access for investment teams and API Integration for technology teams — and requires prospective customers to contact sales or request a demo. Legacy directory entries listed it as "Contact for Pricing."

- **Deep Research agent:** Autonomous AI agents write and execute code to produce institutional-grade financial analysis from complex, multi-step questions in minutes.
- **Knowledge Graph:** An interconnected map of companies, themes and market events that helps analysts uncover non-obvious relationships and dependencies.
- **Portfolio Insights and Scenario Analysis:** Real-time portfolio alerts, performance attribution, exposure analytics and AI-driven scenario modelling for stress-testing investment theses.
- **Document Intelligence:** Extracts structured insights from SEC filings, earnings call transcripts and investor presentations using OCR and NLP.
- **Verified data and audit trail:** Licensed data from S&P Global, LSEG Datastream, Cboe, Nasdaq and others, with every insight traceable back to source data for compliance review.

**Strengths:** Grounded in licensed institutional data rather than open web scraping; Explicitly designed to flag uncertainty instead of hallucinating answers; Compliance-friendly features: SOC 2 Type 2, audit trails, client data isolation; Led by a team with real buy-side portfolio management experience

**Limitations:** No public pricing and no self-serve signup; sales conversation required; Aimed at institutions, so retail investors are effectively priced out; Closed data ecosystem — you cannot easily bring arbitrary third-party datasets

[Profile (Markdown)](https://openaitools.app/tool/toggle-ai.md)

## Frequently Asked Questions

### How do Surf and Reflexivity (formerly Toggle AI) compare in monthly traffic?

Surf has 116,252 monthly visits, while Reflexivity (formerly Toggle AI) has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Surf has a month-over-month growth rate of -18.9%; Reflexivity (formerly Toggle AI) has 0%.

### How does pricing compare?

Surf: Free, Pro, Max, API credits. Surf publishes a tiered pricing page covering Free, Pro, and Max plans alongside API credit packages, with annual billing options and Studio credits bundled at higher tiers. Exact figures change over time, so check the official pricing page before purchasing. Reflexivity (formerly Toggle AI): Contact for Pricing. No public pricing. Reflexivity sells enterprise-style plans — Platform Access for investment teams and API Integration for technology teams — and requires prospective customers to contact sales or request a demo. Legacy directory entries listed it as "Contact for Pricing."

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [LuxAlgo](https://openaitools.app/tool/luxalgo) | 985,376 | +9.8% | Freemium, Free Trial, Paid | AI trading indicators, real-trade orderflow and charts in one platform | [.md](https://openaitools.app/tool/luxalgo.md) |
| 2 | [MacroMicro](https://openaitools.app/tool/macromicro) | 928,258 | +22.5% | Freemium, Paid | Global macro data and AI research platform for smarter economic decisions | [.md](https://openaitools.app/tool/macromicro.md) |
| 3 | [Aime](https://openaitools.app/tool/aime) | 260,428 | +11.4% | Freemium | AI investing copilot for stock research, screening and market signals | [.md](https://openaitools.app/tool/aime.md) |
| 4 | [Intellectia.Ai](https://openaitools.app/tool/intellectia-ai) | 171,347 | +18% | Free Trial, Paid | AI-driven market analysis for faster, data-backed investing decisions | [.md](https://openaitools.app/tool/intellectia-ai.md) |
| 5 | [Tradytics](https://openaitools.app/tool/tradytics-com) | 103,044 | -9.9% | Freemium, Free Trial | Options flow, dark pools and dealer gamma with an AI analyst built in | [.md](https://openaitools.app/tool/tradytics-com.md) |
| 6 | [AltIndex](https://openaitools.app/tool/altindex) | 97,418 | -12.6% | Freemium, Free Trial | Your portfolio's AI analyst, powered by alternative data | [.md](https://openaitools.app/tool/altindex.md) |
| 7 | [PortfolioPilot Insights](https://openaitools.app/tool/portfoliopilot-insights) | 88,922 | -41% | Freemium, Free Trial | AI financial advisor that puts sophisticated portfolio tools in your own hands | [.md](https://openaitools.app/tool/portfoliopilot-insights.md) |
| 8 | [Clarity AI](https://openaitools.app/tool/clarity-ai) | 74,596 | -22.5% | Contact for Pricing | AI-native platform for extra-financial intelligence | [.md](https://openaitools.app/tool/clarity-ai.md) |
| 9 | [LunarCrush](https://openaitools.app/tool/lunarcrush-com) | 69,001 | -9.1% | Paid | Real-time social sentiment and market intelligence across 40+ categories | [.md](https://openaitools.app/tool/lunarcrush-com.md) |
| 10 | [Amsflow](https://openaitools.app/tool/amsflow) | 37,303 | +72.2% | Free Trial, Paid | Institutional-depth market research with an AI copilot that builds, backtests, and screens for you | [.md](https://openaitools.app/tool/amsflow.md) |

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Source: https://openaitools.app/compare/surf-vs-toggle-ai

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