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Market Data Intelligence — Learn

Plain-English explanations of market data infrastructure — how exchanges work, how data flows, and what it all means for the professionals who build and operate it.
Jump to: How the SIP Works The OPRA Model Futures Market Data
01
Lesson One
How the SIP Works
The US Equity Data Flow — Exchanges → SIP Processors → Consumers
EXCHANGES SIP PROCESSORS DATA CONSUMERS NYSE Nasdaq Cboe IEX MEMX + 12 Other Exchanges LTSE · NYSE Nat'l · MIAX · BOX... QUOTES + TRADES CTA / CQ SIP Tape A + Tape B Operated by NYSE / ICE NYSE-listed + regional exchange stocks UTP SIP Tape C Operated by Nasdaq CONSOLIDATED NBBO Broker-Dealers Asset Managers Data Vendors Retail Platforms Competing Consolidators NBBO — NATIONAL BEST BID AND OFFER The best bid + best ask across all 17 exchanges at any instant Brokers are required by Reg NMS to consider the NBBO when routing orders OUTPUT

Every time a stock trades or a quote is updated on any US exchange, that information travels through a system called the Securities Information Processor — or SIP.

There are two SIPs for US equities. The CTA SIP handles Tape A and Tape B securities — stocks listed on NYSE and the regional exchanges. The UTP SIP handles Tape C — stocks listed on Nasdaq. Together they cover every NMS stock traded in the US.

The job of the SIP is consolidation. Seventeen exchanges all quote and trade the same stocks simultaneously. The SIP takes all of those quotes, finds the best bid and best offer across all venues, and publishes that as the NBBO — the National Best Bid and Offer. Every broker-dealer in the US is required to consider the NBBO when routing customer orders.

The SIP is why a retail investor at Fidelity gets the same consolidated price as a hedge fund on a co-located server. It is the great equalizer of US market structure — mandated by Regulation NMS, governed by NMS Plans, and operated by exchange consortiums under SEC oversight.

The CTA SIP is operated by NYSE/ICE. The UTP SIP is operated by Nasdaq. Both are governed by their respective NMS Plans — the CTA/CQ Plans and the UTP Plan — which set the rules for how data is collected, processed, and distributed.

Key Terms
SIP
Securities Information Processor — the system that consolidates quotes and trades from all exchanges into a single feed
NBBO
National Best Bid and Offer — the best available bid and ask price across all exchanges at any moment
Tape A
NYSE-listed securities — consolidated by the CTA SIP
Tape B
NYSE American, NYSE Arca, and regional exchange listed securities — also consolidated by the CTA SIP
Tape C
Nasdaq-listed securities — consolidated by the UTP SIP
Competing Consolidator
A private firm (since 2023) that can consolidate market data as an alternative to the SIP
NMS Plan
The governance document that sets rules for how each SIP operates — filed with and approved by the SEC
Regulation NMS
The SEC regulation enacted in 2005 that mandated the SIP system, NBBO protection, and consolidated market data standards
02
Lesson Two
The OPRA Model
How Options Data Flows Through OPRA — 16 Exchanges → OPRA Processor → Consumers
ALL 16 US OPTIONS EXCHANGES OPRA PROCESSOR CONSUMERS Cboe C1 Cboe C2 Cboe EDGX Cboe BZX Nasdaq PHLX Nasdaq NOM Nasdaq BX Options NYSE American Options NYSE Arca Options MIAX Options MIAX Pearl MIAX Emerald MIAX Sapphire BOX Exchange ISE / ISE Gemini / GEMX 16 EXCHANGES 1.4M+ option series ALL QUOTES + TRADES OPRA Options Price Reporting Authority Processor: NYSE Technologies 96-line multicast feed Selective subscription by channel 100B+ msg/day HIGHEST VOLUME FEED IN US MARKETS Expanded 48 → 96 multicast lines (2024) Requires dedicated high-bandwidth infra Broker-Dealers Asset Managers Data Vendors Retail Platforms Trading Firms INFRASTRUCTURE NOTE Requires dedicated high-bandwidth multicast infrastructure — single highest-bandwidth feed in US markets — firms subscribe selectively by channel

Options market data is a different beast from equities. There are over 1.4 million individual options contracts across thousands of underlying securities — each with its own bid, ask, last sale, and Greeks. When markets move, every one of those contracts updates simultaneously.

OPRA — the Options Price Reporting Authority — is the SIP for US equity options. It consolidates last sale and quotation data from all 16 US options exchanges and disseminates it as a single feed.

The volume is staggering. OPRA regularly exceeds 100 billion messages per day during active markets — making it the highest-volume market data feed in the United States by a wide margin. On volatile days around earnings or major macro events, that number goes higher.

The infrastructure requirements reflect this. OPRA uses a 96-line multicast architecture — meaning the feed is split across 96 separate multicast channels that firms subscribe to selectively. A firm that only trades SPY options does not need to receive data for every single-name option. This selectivity is essential — no single network connection could handle the full OPRA feed.

OPRA recently completed an expansion from 48 to 96 multicast lines. This was a major infrastructure project affecting every firm that receives options data — feed handlers had to be updated, network configurations changed, and capacity expanded.

OPRA is governed by the OPRA Plan — an NMS Plan administered by a committee of the participating options exchanges. NYSE Technologies acts as the plan processor, operating the technical infrastructure that receives data from all 16 exchanges and distributes it.

Key Terms
OPRA
Options Price Reporting Authority — the consolidated options data SIP, covering all 16 US options exchanges
Multicast
A network delivery method where data is sent once and received by multiple subscribers simultaneously — essential for high-volume feeds like OPRA
96-Line Architecture
OPRA splits its feed across 96 separate multicast channels — firms subscribe only to the channels relevant to their trading activity
Plan Processor
The entity that operates the technical infrastructure of an NMS Plan — NYSE Technologies for OPRA, NYSE/ICE for CTA SIP, Nasdaq for UTP SIP
Greeks
Options pricing metrics (delta, gamma, theta, vega) that update with every price change — a major contributor to OPRA's massive message volume
OPRA Plan
The NMS Plan governing options market data consolidation — sets rules for data collection, processing, and distribution from all 16 exchanges
03
Lesson Three
How Futures Market Data Works
CME Globex Market Data Architecture — MDP 3.0 Feed Structure
CME GLOBEX MATCHING ENGINE Aurora, IL — CME Group CME · CBOT · NYMEX · COMEX MDP 3.0 — Market Data Platform 3.0 Multicast groups organized by asset class & product type Requires 10Gbps connection — 1Gbps multicast deprecated March 2026 Full order book depth · Trades · Settlements · Statistics Equity Index ES · NQ · RTY · YM S&P 500 · Nasdaq 100 Agricultural (CBOT) ZC · ZW · ZS · ZL · ZM Corn · Wheat · Soybeans Energy / Metals CL · GC · SI · HO · NG Crude · Gold · Silver · Gas FX / Rates Channels 6E · 6J · ZB · ZN · ZF EUR/USD · Treasuries · Notes CONNECTIVITY OPTIONS Direct Co-location Aurora, IL Lowest latency — physical proximity Managed Network CME Hub Locations NYC · Chicago · London · Singapore Google Cloud Preview Phase — Q2 2026 Chicago region + Dallas sandbox ▲ Cloud migration in progress Multi-year infrastructure shift DATA CONSUMERS Trading Firms  •  Agricultural Banks  •  Energy Companies  •  Asset Managers  •  Market Data Vendors Food Manufacturers  •  Commodity Trading Advisors (CTAs)  •  Hedge Funds  •  Risk Systems

Futures market data is fundamentally different from equity data. There is no consolidation layer — no SIP, no NBBO. Each exchange publishes its own data directly to subscribers.

CME Group — which operates CME, CBOT, NYMEX, and COMEX — is the dominant futures exchange in the world. Their market data feed is called MDP 3.0, the Market Data Platform version 3.0. It delivers full order book depth, trades, and settlement data for every futures and options contract across all four CME exchanges.

MDP 3.0 uses multicast delivery, organized into channel groups by asset class. Equity index futures like the S&P 500 and Nasdaq 100 are on different channels than agricultural futures like corn, wheat, and soybeans. A firm that only trades agricultural commodities does not receive equity index data and vice versa.

The bandwidth requirements are significant. In March 2026 CME deprecated support for 1Gbps connections for MDP 3.0 multicast data — the feed regularly exceeds 1Gbps during active markets. Firms receiving multicast data now require 10Gbps connections. Unicast services like iLink order entry and Drop Copy remain supported on 1Gbps.

CME Group is in the process of migrating infrastructure to Google Cloud. A private Google Cloud Chicago region and a new Dallas sandbox environment are part of a multi-year migration. Clients will eventually be able to connect to CME market data from cloud environments — a significant shift from the traditional co-location model.

Agricultural futures data — corn, wheat, soybeans, livestock, dairy — flows through the CBOT channels of MDP 3.0. These are particularly important for commodity trading firms, agricultural banks, and food manufacturers who use futures data to price physical commodities and manage risk.

Key Terms
MDP 3.0
Market Data Platform 3.0 — CME Group's primary real-time market data feed protocol, delivering full depth-of-book across all CME exchanges
Multicast
Network delivery where one stream serves many receivers simultaneously — used for high-volume futures feeds; requires dedicated 10Gbps infrastructure
iLink
CME's order entry protocol — separate from the market data feed MDP 3.0; remains supported on 1Gbps connections
Drop Copy
A copy of order and execution data sent to a separate receiver for risk management and monitoring — separate from the main market data feed
Channel
A specific multicast group within MDP 3.0 — organized by asset class and product type so firms subscribe selectively
Co-location
Physically placing trading servers in the same data center as the exchange matching engine to minimize latency — CME's primary facility is in Aurora, IL
Aurora, IL
Location of CME Group's primary data center and matching engine — the physical hub of US futures market infrastructure
CBOT
Chicago Board of Trade — now part of CME Group; operates the agricultural futures markets for corn, wheat, soybeans, and livestock
More Lessons Coming Soon
New plain-English guides to market data infrastructure — published as the industry evolves.
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What is Co-location?

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FIX Protocol Basics

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Market Data Fees Explained

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What is the NBBO?

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How Exchange Audits Work

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What is a Feed Handler?

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ITCH vs PITCH vs MDP 3.0

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NMS Plans Explained