Welcome to QMIT

Welcome to QMIT

QMIT is a quantitative research and data platform that publishes systematic factor signals and Enhanced Smart Beta (ESB) composites for U.S. equities. Our flagship Enterprise 18 composite aggregates 18 ESB factors into a single percentile rank — 100 = top of universe — refreshed weekly.

Use the sidebar to explore each signal's cross-sectional dashboard (single-stock snapshot), historical time series, and risk & performance analytics. All model outputs are impersonal quantitative research, not investment advice. See TERMS and DISCLAIMERS.

QMIT ESB Factors

QMIT Composite Signals

Risk & Statistics

• Annualized Volatility: The standard deviation of returns multiplied by sqrt(12), representing the risk or fluctuation of the asset.
• Sharpe Ratio: A measure of risk-adjusted return. (Return / Volatility). Higher is better.
• Daily Hit Ratio (D): The average percentage of trading days in the rolling window where the strategy (Beta-Neutral) generated a positive return.
• Rolling 12M Hit Ratio (LTM): The average percentage of 12-month periods in the rolling window where the strategy (Beta-Neutral) generated a positive cumulative return.
• Sortino Ratio: Similar to Sharpe, but only penalizes downside volatility (negative returns). A better measure for asymmetric risk.
• Max Drawdown: The maximum observed loss from a peak to a trough of a portfolio, before a new peak is attained.
• Factor Dispersion: The standard deviation of the rank scores of all ESB factors for a given stock on a given day. High dispersion means the factors disagree (some bullish, some bearish).

Tutorial

TERMS

By creating an account, accessing the QMIT Dashboard, or using related QMIT research, signals, data, analytics, or services, you agree to the following legally binding terms.

1. Confidentiality & Non-Disclosure (NDA)

All data, proprietary models, factor definitions, and algorithmic signals displayed within this dashboard are strictly confidential. You agree not to share, distribute, broadcast, or disclose this information to any third parties without explicit written consent from QMIT. This obligation does not apply to information that: (a) is or becomes publicly available through no fault of yours; (b) was lawfully in your possession before disclosure by QMIT; or (c) is independently developed by you without use of QMIT's confidential information. Nothing in this section prevents disclosure that is: (i) legally compelled by subpoena, court order, or a governmental, regulatory, or self-regulatory authority (including the SEC, FINRA, or a state securities regulator), provided that, where legally permitted, you give QMIT prompt prior notice and reasonable cooperation to seek protective treatment; (ii) made to your own attorneys, accountants, auditors, or other professional advisers who are bound by a duty of confidentiality; or (iii) required to satisfy your own legal or regulatory obligations. Nothing in these terms limits or interferes with your right to report possible violations of law to any governmental agency or to participate in or receive an award under any whistleblower program, including under the Dodd-Frank Act or Sarbanes-Oxley Act, and you are not required to notify QMIT of any such report.

2. No Web Scraping or Data Extraction

You agree not to use automated scripts, bots, web scrapers, data miners, or any other automated mechanism to extract, copy, or download data from this dashboard. Manual mass-saving of data for the purpose of reverse engineering is also strictly prohibited.

3. No Saving or Unauthorized Storage

You may not systematically download, cache, or store the historical databases, charting plots, charts, or proprietary metrics provided within the portal outside of standard browser caching necessary for viewing the site.

4. Limited License and Permitted Use

QMIT grants a limited, non-exclusive, non-transferable, revocable license to access and use the dashboard for personal or internal business purposes only. You may not reproduce, redistribute, republish, commercially exploit, modify, reverse engineer, create derivative works from, or use the dashboard or its content in a manner that competes with QMIT.

5. User Responsibilities

You represent that you have legal authority to accept these terms, that your use will comply with applicable laws and regulations, and that you will not interfere with or disrupt the dashboard or related systems. You are responsible for maintaining secure devices, internet access, credentials, and appropriate data protection measures.

6. User Eligibility

The dashboard is intended for users who are capable of evaluating quantitative financial research and data. By using the dashboard, you represent that you have sufficient financial sophistication, professional support, or internal resources to independently evaluate the information provided and that you are not relying on QMIT for individualized investment advice. You further represent and warrant that (a) you are at least eighteen (18) years of age, (b) you are located in the United States, and (c) you are not accessing the dashboard from the European Union, the United Kingdom, or any other jurisdiction where such services are restricted or prohibited. The dashboard is not intended for, and may not be used by, individuals under the age of 18 or any person located outside the United States. QMIT does not knowingly collect information from, or provide access to, anyone under the age of 18.

7. Paid Access and Fees

If access to the dashboard is provided through a paid subscription, license, trial, invoice, or other commercial arrangement, all fees are paid solely for access to quantitative research, data, analytics, software, and related services. Fees are not compensation for investment advice, portfolio management, brokerage services, trade execution, or any fiduciary service.

8. Cancellation, Auto-Renewal, and Refunds

Unless otherwise agreed in a separate written agreement, paid access fees are non-refundable once access has been granted, except that QMIT will provide a pro-rata refund of any prepaid, unused subscription period where access is terminated by QMIT without cause or as a result of prolonged platform unavailability materially attributable to QMIT. QMIT may provide, deny, or terminate trial access at its discretion. Paid subscriptions automatically renew for successive terms of equal length at the then-current rate unless cancelled before the renewal date. You may cancel auto-renewal at any time, without charge and without contacting support, using the self-service "Cancel Subscription" control in your account profile menu within the dashboard; cancellation takes effect at the end of the then-current paid term. QMIT will send a renewal reminder to your email before each renewal where required by applicable automatic-renewal law (including the California Automatic Renewal Law, Cal. Bus. & Prof. Code §17600 et seq., and the New York Automatic Renewal Law). Cancellation stops future renewal after the then-current paid term but does not relieve you of payment obligations already incurred.

9. Termination

QMIT may suspend or terminate access immediately and without prior notice in the event of a material breach of these terms, suspected misuse, unauthorized access, security incident, non-payment, or where required by applicable law. For any termination not based on the foregoing, QMIT will provide at least thirty (30) (calendar) days' advance notice to your registered email address. Following notice of termination not based on a material breach or security concern, QMIT will, upon request and where technically feasible, provide a reasonable window of at least fourteen (14) days for you to export or retrieve your account information before access is disabled. Upon termination, all rights granted to you immediately cease.

10. Data Security and Breach Notification

QMIT implements commercially reasonable administrative, technical, and physical safeguards designed to protect personal information against unauthorized access, disclosure, alteration, or destruction. No method of transmission or storage is perfectly secure, and QMIT does not warrant absolute security. In the event of a confirmed security breach affecting your personal information, QMIT will notify affected users and any applicable supervisory authority without undue delay and in accordance with applicable law, including, where applicable, the breach-notification timelines under the New York SHIELD Act, other U.S. state breach-notification statutes, and Articles 33 and 34 of the EU General Data Protection Regulation (GDPR).

11. Force Majeure

QMIT shall not be liable for any failure or delay in providing the dashboard or related services to the extent caused by events beyond its reasonable control, including but not limited to acts of God, natural disasters, pandemics or epidemics, war, terrorism, civil unrest, government orders or actions, labor disputes, power or telecommunications failures, internet or hosting-provider outages, cyberattacks, denial-of-service attacks, and failures of third-party data vendors or cloud infrastructure providers. QMIT will use commercially reasonable efforts to resume performance as soon as practicable.

12. Indemnification

You agree to indemnify, defend, and hold harmless QMIT, QuantZ, and their affiliates from claims, damages, liabilities, costs, and expenses, including reasonable legal fees, arising from your use of the dashboard, violation of these terms, or infringement of any third-party rights.

13. Dispute Resolution and Binding Arbitration

Before initiating any formal proceeding, the parties agree to attempt in good faith to resolve any dispute through informal negotiation for a period of at least thirty (30) days after written notice of the dispute. Any dispute, claim, or controversy arising out of or relating to these terms or the dashboard that is not resolved through informal negotiation shall be resolved by final and binding arbitration administered by the American Arbitration Association (AAA) under its Commercial Arbitration Rules. The seat of arbitration shall be New York, New York, the arbitration shall be conducted in English, and judgment on the award may be entered in any court of competent jurisdiction. Class Action Waiver: All claims must be brought in the parties' individual capacities, and not as a plaintiff or class member in any purported class, collective, consolidated, or representative proceeding; the arbitrator may not consolidate more than one person's claims or preside over any form of representative or class proceeding. Carve-Out: Notwithstanding the foregoing, either party may seek injunctive or other equitable relief in a court of competent jurisdiction to protect its intellectual property or confidential information. You may opt out of this arbitration agreement by sending written notice to it@quantzqmit.com within thirty (30) days of first accepting these terms.

14. Governing Law

These terms are governed by the laws of the State of New York, without regard to conflict-of-law principles. Any dispute not subject to arbitration under Section 13, or for which a court action is otherwise permitted, shall be subject to the exclusive jurisdiction of the state and federal courts located in New York, New York.

15. Privacy

QMIT's collection, use, and protection of personal information is described in the Privacy Policy, which is incorporated into these terms by reference.

DISCLAIMERS

Research Platform; No Investment Advice

The dashboard is a quantitative research and data platform. QMIT is not a broker-dealer, investment adviser, financial intermediary, or fiduciary. All ranks, signals, screens, charts, heatmaps, and model outputs are provided for internal evaluation and portfolio research purposes only. They are impersonal quantitative model outputs only, not recommendations to buy, sell, hold, or short any security, and they do not reflect any investor's objectives, risk tolerance, tax status, liquidity needs, constraints, or existing portfolio.

Paid Access Is Not Advisory Compensation

Any subscription, license, trial-conversion, or other access fee is solely for access to quantitative research, data, analytics, software, and related services. Such fees are not charged for investment advice, portfolio management, brokerage services, trade execution, or fiduciary services.

No Professional Reliance

You are solely responsible for independently evaluating all dashboard information and for consulting your own investment, legal, tax, accounting, compliance, or other professional advisers as appropriate. QMIT does not provide professional advice tailored to your circumstances.

No Managed Account or Trading Authority

QMIT does not manage accounts, accept assets, place trades, execute transactions, provide brokerage services, exercise discretion over any account, or accept trading authority from any user. Users remain solely responsible for any investment or trading decisions they make outside the dashboard.

Affiliate and Conflict Disclosure

QMIT and QuantZ Capital Management ("QuantZ") are under common ownership and may share certain personnel. Any securities, sectors, factors, or model outputs referenced by QMIT may or may not be represented in portfolios of clients of QuantZ, and QMIT research does not represent all securities purchased, sold, or held by any QuantZ-managed vehicle. Nothing in the dashboard creates any fiduciary, advisory, agency, brokerage, or client relationship with QMIT or QuantZ.

QMIT manages this conflict through the following measures rather than disclosure alone. The dashboard is published on a uniform schedule and made available to all subscribers on the same basis and at the same time; no subscriber receives ranks, signals, or model outputs earlier than any other subscriber. Information barriers separate QMIT's research-publication function from QuantZ's portfolio-management activities, and personnel with access to unpublished dashboard outputs are subject to internal policies restricting trading on the basis of those outputs ahead of their scheduled publication to subscribers. QuantZ does not receive systematically earlier or preferential access to dashboard outputs by virtue of common ownership. These measures are designed to ensure that the existence of the affiliate relationship does not affect the objectivity, timing, or integrity of QMIT's published research.

No Personalized Follow-Up or Suitability Review

QMIT does not provide individualized follow-up communications, personalized advice, or user-specific guidance regarding any securities, factor ranks, dashboards, screens, or model outputs referenced in the dashboard. Any communication received by QMIT will be addressed in a general, impersonal manner consistent with QMIT's role as a quantitative research and data provider.

Hypothetical Performance and Model Limitations

Any performance data, historical ranks, spreads, charts, heatmaps, cumulative return plots, drawdowns, hit ratios, or related analytics shown in the dashboard represent hypothetical backtested model results or historical quantitative research outputs. They do not represent actual returns achieved by any investor. Hypothetical results have inherent limitations and do not reflect actual trading, transaction costs, market impact, fees, taxes, slippage, short rebates, or implementation constraints. Past model performance is not indicative of future results.

Data, Accuracy, and Forward-Looking Information

The dashboard may include data obtained from third-party sources believed to be reliable, but QMIT does not guarantee the accuracy, completeness, timeliness, or correct sequencing of any information. Model ranks, forecasts, projections, market views, and other forward-looking statements are inherently uncertain, are subject to change without notice, and may differ materially from future results. QMIT undertakes no obligation to update or revise such statements.

State Securities Law Notice

Access to this dashboard may be subject to state securities laws that are independent of and not preempted by federal law. Users are encouraged to consult applicable state law and their own professional advisers. QMIT is not registered as an investment adviser in any U.S. state.

Data Licensing

QMIT may offer institutional data licensing of its systematic factor rankings via API, FTP, dashboard access, or other delivery methods. Institutional licensing arrangements are for data and research only and do not constitute investment advisory services.

Disclaimer of Warranties and Liability

The dashboard and all content are provided on an "as is" and "as available" basis. QMIT expressly disclaims all warranties, expressed or implied, including accuracy, reliability, merchantability, fitness for a particular purpose, and non-infringement. To the fullest extent permitted by law, QMIT, QuantZ, and their affiliates, officers, employees, and agents shall not be liable for any direct, indirect, incidental, consequential, special, or punitive damages arising out of or related to use of, or inability to use, the dashboard or related services.

Aggregate Limitation of Liability

To the fullest extent permitted by applicable law, QMIT's total cumulative liability arising out of or related to these terms, the dashboard, or any related services, whether in contract, tort, or otherwise, shall not exceed the greater of (a) the total fees paid by you to QMIT in the twelve (12) months preceding the event giving rise to the claim, or (b) five hundred U.S. dollars (USD $500). This cap applies in the aggregate across all claims and does not apply to liability that cannot be limited or excluded under applicable law.

PRIVACY POLICY

Effective date: January 1, 2026. This Privacy Policy explains how QuantZ Machine Intelligence Technologies ("QMIT," "we," "us") collects, uses, discloses, and protects personal information in connection with the QMIT Dashboard. It is incorporated into the TERMS by reference. The dashboard is offered to users located in the United States.

1. Data Controller

QMIT is the data controller for personal information processed through the dashboard. For any privacy request or question, contact our privacy point of contact at it@quantzqmit.com, QuantZ Machine Intelligence Technologies, 85 Broad St., 18th Floor, New York, NY 10004.

2. Categories of Personal Information We Collect

We collect information you provide at registration and in your account: first and last name, business email address, job title, company, LinkedIn profile URL, and a hashed password. We also collect usage and technical data generated through your use of the dashboard, including session tokens, login timestamps, the tickers and dates you view, and limited diagnostic logs. Payment is processed by our payment processor, Stripe; we receive subscription status and billing metadata but do not store full payment card numbers.

3. Purposes and Legal Bases for Processing

We process personal information to: create and authenticate your account; provide, secure, and maintain the dashboard; process subscriptions and prevent abuse; communicate service, verification, and billing messages; and comply with legal obligations. Where the GDPR applies, our legal bases are the performance of a contract (Art. 6(1)(b)), our legitimate interests in operating and securing the platform (Art. 6(1)(f)), compliance with legal obligations (Art. 6(1)(c)), and, where applicable, your consent (Art. 6(1)(a)).

4. How We Share Information

We do not sell personal information. We share it only with: (a) service providers acting on our behalf under contract, including our cloud/hosting and database provider (Cloudflare), our email-delivery provider (Amazon SES) and email host (Intermedia), and our payment processor (Stripe); and (b) authorities or third parties where required by law, regulation, legal process, or to protect the rights, safety, and security of QMIT, our users, or others.

5. Data Retention

We retain account information for as long as your account is active and for a reasonable period thereafter to comply with legal, tax, accounting, and regulatory obligations and to resolve disputes, after which it is deleted or anonymized. Diagnostic and security logs are retained for a limited period consistent with operational and security needs. Upon a valid deletion request, we delete personal information except where retention is required by law.

6. Your Rights

Depending on your jurisdiction, you may have the right to access, correct, delete, or port your personal information; to restrict or object to certain processing; and to withdraw consent. Under the GDPR these include the rights in Articles 15–21; under the CCPA/CPRA these include the rights to know, delete, correct, and to opt out of "sale" or "sharing" (we do not sell or share personal information as those terms are defined). To exercise any right, contact it@quantzqmit.com. We will respond within the timeframes required by applicable law and will not discriminate against you for exercising your rights. You also have the right to lodge a complaint with your local supervisory authority.

7. International Transfers

QMIT is based in the United States, and personal information may be processed in the United States and other countries. Where required, we rely on appropriate safeguards (such as the European Commission's Standard Contractual Clauses) for cross-border transfers.

8. Security

We implement commercially reasonable administrative, technical, and physical safeguards to protect personal information. In the event of a breach affecting your personal information, we will notify you and any applicable authority without undue delay and in accordance with applicable law, as described in the TERMS.

9. Children

The dashboard is intended only for U.S.-based users 18 or older. We do not knowingly collect personal information from anyone under 18, and the platform is not directed to children under 13 within the meaning of the Children's Online Privacy Protection Act (COPPA).

10. Changes to This Policy

We may update this Privacy Policy from time to time. Material changes will be communicated by updating the effective date above and, where appropriate, by additional notice. Continued use of the dashboard after an update constitutes acceptance of the revised policy.