United States security brokers, dealers and flotation companies industry landscape illustrating listed-company operations, infrastructure and market activity

Prism Finance USA · comparison snapshot

Security Brokers, Dealers And Flotation Companies Stocks in USA: Revenue Cohort 1

Name: Security Brokers, Dealers And Flotation Companies Stocks in USA: Revenue Cohort 1 comparison snapshot
Creator: Fliar BI Prism

A five-company security brokers, dealers and flotation companies cohort selected by latest filing revenue, then compared across market path, filings, profitability, readiness, Prism attention and industry context.

Snapshot: 31 August 2026Not investment adviceRanked by Prism readiness

Readiness leadersei · 47

Strongest available pathRaymond James · +93.1%

Widest latest marginMarketAxess Holdings · 29.1%

Companies compared5 · U.S.-listed

01 · Readiness ranking

Five companies, one comparable score

Companies are ordered by the Fliar BI Prism readiness score used by the Prism Finance USA source pack. The score is a research signal, not a recommendation.

Readiness #1SEIC · Nasdaq

sei

A U.S.-listed issuer classified by the SEC in Security Brokers, Dealers And Flotation Companies

Founded 1968Harrisburg$13.32B market cap

View full Companies Radar profile

47Cautious

Snapshot price$111.0as of page date

Monthly-close return+87.2%five-year window

FY2020 revenue$1.68BSEI INVESTMENTS CO

Net margin26.6%FY2020

P/E snapshot19.6xone ratio, not a verdict

Prism attention9.9%share across these five

Filing track recordRevenue, USD billions

+2.1%

FY2019–FY2020 · 2 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 2.1%

52-week position97% through range

$75.08$112.2

News mentions16.3K

Community mentions0partial coverage

U.S.-scope patents10901

Prism InsightsWhat sits behind the readiness signal
Observed risk 0/100higher means more observed risk

Earnings signal62/100
Management stability90/100
Market position46/100
Capital-event signal20/100
Innovation pulse3/100

Management signal

No leadership-churn flag in the model; 6 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 21 M&A involvements, 4 asset-acquisition events and 19 contract events.

Innovation activity

Prism records 5 lifetime product-launch events, 0 in the latest 360 days, and 1 company announcements in that window.

Recent risk watch

No lawsuit or regulatory event is recorded in the latest 360-day window and no layoff event in the latest 180-day window. This is not legal clearance.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

Readiness #2SF · NYSE

Stifel

A U.S.-listed issuer classified by the SEC in Security Brokers, Dealers And Flotation Companies

Founded 1890St. Louis, Missouri$12.20B market cap

View full Companies Radar profile

45Cautious

Snapshot price$80.78as of page date

Monthly-close return+78.3%five-year window

FY2025 revenue$3.77BSTIFEL FINANCIAL CORP

Net margin18.1%FY2025

P/E snapshot14.5xone ratio, not a verdict

Prism attention12.5%share across these five

Filing track recordRevenue, USD billions

+4.3%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 1.1%

52-week position59% through range

$67.81$89.83

News mentions20.7K

Community mentions0partial coverage

U.S.-scope patents31

Prism InsightsWhat sits behind the readiness signal
Observed risk 4/100higher means more observed risk

Earnings signal69/100
Management stability90/100
Market position54/100
Capital-event signal0/100
Innovation pulse0/100

Management signal

No leadership-churn flag in the model; 12 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 52 M&A involvements, 7 asset-acquisition events and 15 contract events.

Innovation activity

Prism records 0 lifetime product-launch events, 0 in the latest 360 days, and 0 company announcements in that window.

Recent risk watch

Recent available records contain 1 lawsuit, 0 regulatory and 0 layoff events across their stated windows.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

Readiness #3RJF · NYSE

Raymond James

A U.S.-listed issuer classified by the SEC in Security Brokers, Dealers And Flotation Companies

Founded 1962PLANTATION$34.27B market cap

View full Companies Radar profile

44Cautious

Snapshot price$178.2as of page date

Monthly-close return+93.1%five-year window

FY2025 revenue$15.91BRAYMOND JAMES FINANCIAL INC

Net margin13.4%FY2025

P/E snapshot15.5xone ratio, not a verdict

Prism attention33.3%share across these five

Filing track recordRevenue, USD billions

+60.6%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 12.6%

52-week position90% through range

$138.8$182.7

News mentions55.0K

Community mentions0partial coverage

U.S.-scope patents42

Prism InsightsWhat sits behind the readiness signal
Observed risk 11/100higher means more observed risk

Earnings signal77/100
Management stability55/100
Market position34/100
Capital-event signal20/100
Innovation pulse26/100

Management signal

Leadership churn is flagged elevated; 72 key-person events were recorded in the latest 360-day window.

Market activity

Available history contains 69 M&A involvements, 34 asset-acquisition events and 14 contract events.

Innovation activity

Prism records 8 lifetime product-launch events, 2 in the latest 360 days, and 2 company announcements in that window.

Recent risk watch

Recent available records contain 1 lawsuit, 2 regulatory and 0 layoff events across their stated windows.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

Readiness #4JEF · NYSE

Jefferies

A U.S.-listed issuer classified by the SEC in Security Brokers, Dealers And Flotation Companies

Founded 1962NEW YORK$10.71B market cap

View full Companies Radar profile

42Cautious

Snapshot price$52.64as of page date

Monthly-close return+48.3%five-year window

FY2021 revenue$6.14BJefferies Financial Group Inc.

Net margin27.1%FY2021

P/E snapshot14.7xone ratio, not a verdict

Prism attention43.8%share across these five

Filing track recordRevenue, USD billions

+96.9%

FY2019–FY2021 · 3 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 40.3%

52-week position48% through range

$35.53$71.04

News mentions72.5K

Community mentions0partial coverage

U.S.-scope patents77

Prism InsightsWhat sits behind the readiness signal
Observed risk 20/100higher means more observed risk

Earnings signal59/100
Management stability90/100
Market position61/100
Capital-event signal27/100
Innovation pulse3/100

Management signal

No leadership-churn flag in the model; 12 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 19 M&A involvements, 7 asset-acquisition events and 23 contract events.

Innovation activity

Prism records 0 lifetime product-launch events, 0 in the latest 360 days, and 1 company announcements in that window.

Recent risk watch

Recent available records contain 7 lawsuit, 2 regulatory and 0 layoff events across their stated windows.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

Readiness #5MKTX · Nasdaq

MarketAxess Holdings

A U.S.-listed issuer classified by the SEC in Security Brokers, Dealers And Flotation Companies

Founded 2000New York City, New York$5.72B market cap

View full Companies Radar profile

37Cautious

Snapshot price$162.6as of page date

Monthly-close return-61.3%five-year window

FY2025 revenue$0.85BMARKETAXESS HOLDINGS INC

Net margin29.1%FY2025

P/E snapshot19.2xone ratio, not a verdict

Prism attention0.5%share across these five

Filing track recordRevenue, USD billions

+21.1%

FY2021–FY2025 · 5 filing periods · TOTAL REVENUE · Normalized revenue metric from the in-house filings extraction · CAGR 4.9%

52-week position62% through range

$108.8$196.0

News mentions770

Community mentions0partial coverage

U.S.-scope patents18

Prism InsightsWhat sits behind the readiness signal
Observed risk 0/100higher means more observed risk

Earnings signal56/100
Management stability90/100
Market position12/100
Capital-event signal5/100
Innovation pulse5/100

Management signal

No leadership-churn flag in the model; 4 key-person events recorded in the latest 360-day window.

Market activity

Available history contains 11 M&A involvements, 0 asset-acquisition events and 4 contract events.

Innovation activity

Prism records 3 lifetime product-launch events, 0 in the latest 360 days, and 2 company announcements in that window.

Recent risk watch

No lawsuit or regulatory event is recorded in the latest 360-day window and no layoff event in the latest 180-day window. This is not legal clearance.

Prism model components and available company-event evidence; scores are research signals, not recommendations. Event totals describe available coverage and may not be exhaustive.

02 · Side-by-side

The comparisons that change the picture

Every bar preserves its own meaning. Price return, revenue scale, profitability and attention are deliberately not blended into one recommendation.

Available monthly-close return

Dated window printed on each company card; not a forecast.

Raymond James

+93.1%

sei

+87.2%

Stifel

+78.3%

Jefferies

+48.3%

MarketAxess Holdings

-61.3%

Latest revenue

USD billions, official filing scope shown on each company card.

Raymond James

$15.91B

Jefferies

$6.14B

Stifel

$3.77B

sei

$1.68B

MarketAxess Holdings

$0.85B

Latest profit margin

Company-card labels distinguish continuing-operations and net-income scope.

MarketAxess Holdings

29.1%

Jefferies

27.1%

sei

26.6%

Stifel

18.1%

Raymond James

13.4%

Prism news attention

Normalized share across these five names; attention is not quality.

Jefferies

43.8%

Raymond James

33.3%

Stifel

12.5%

sei

9.9%

MarketAxess Holdings

0.5%

03 · Prism readout

What the signals say—and what they do not

The headline share is normalized security brokers, dealers and flotation companies news attention across these five names. Partial community coverage and U.S.-scope patent records are displayed separately and are not blended into it.

Scale + attention

Jefferies leads the conversation

It holds 43.8% of measured security brokers, dealers and flotation companies news attention and also carries the basket's largest revenue base at $6.14B.

Price path

Raymond James leads the available price paths

Its monthly-close return is +93.1% for the five-year window. At the other end, MarketAxess Holdings is -61.3% for its five-year window. Windows printed on each card must be compared carefully; price history is not a forecast.

Profitability

MarketAxess Holdings has the widest latest margin

Its FY2025 net margin is 29.1%. Its revenue history in this snapshot spans only the periods printed on its card, so longer histories are not treated as equivalent.

Price vs operating signals

Stifel shows why one ratio is not a verdict

It has the basket's lowest snapshot P/E at 14.5x while its five-year window price return is +78.3%. Valuation, price path and readiness answer different questions.

04 · Research areas

Deeper Prism readout where coverage is dense

Shown only for companies with more than 800 available Prism news records. Counts describe the available research corpus, not company quality.

Areas of research · SEIC

sei

16,281available Prism news records

Prism top themes

Price action & investor response

151

Legal, arbitration & regulatory

130

Capital allocation & transactions

106

Earnings & financial performance

106

Leadership & governance

101

Mapped subcategory tag occurrences; one article may contribute more than one tag. Since 2024-01-01.

News-volume growth

-14.5%3,164 latest 12m vs 3,702 prior 12m

Machine-classified coverage tone

88.5% positive-0.3 pp vs preceding four quarters

24Q3

24Q4

25Q1

25Q2

25Q3

25Q4

26Q1

26Q2

Tone of available coverage, not business performance or an investment outlook.

Frequent keywords

stablecoin fx impact 246decentralized forex 181crypto volatility fx 123crypto-fiat arbitrage 92invesco currency etfs 80currency etfs 77currency basket etfs 62battery management systems 61

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-01–2026-06-13 · trend and themes shown through 2026-06

Areas of research · SF

Stifel

20,666available Prism news records

Prism top themes

Price action & investor response

2,317

Earnings & financial performance

1,227

Capital allocation & transactions

1,178

Macro demand & rates

553

Leadership & governance

178

Mapped subcategory tag occurrences; one article may contribute more than one tag. Since 2024-01-01.

News-volume growth

-35.9%2,963 latest 12m vs 4,624 prior 12m

Machine-classified coverage tone

76.8% positive-5.6 pp vs preceding four quarters

24Q4

25Q1

25Q2

25Q3

25Q4

26Q1

26Q2

26Q3

Tone of available coverage, not business performance or an investment outlook.

Frequent keywords

stock performance 673stock price 439share price 306stock surge 257market momentum 209market timing 180earnings report 176market rally 165

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-01–2026-07-12 · trend and themes shown through 2026-07

Areas of research · RJF

Raymond James

54,952available Prism news records

Prism top themes

Price action & investor response

14,377

Capital allocation & transactions

6,077

Earnings & financial performance

5,864

Macro demand & rates

915

Leadership & governance

466

Mapped subcategory tag occurrences; one article may contribute more than one tag. Since 2024-01-01.

News-volume growth

+22.1%18,316 latest 12m vs 14,997 prior 12m

Machine-classified coverage tone

85.6% positive+0.6 pp vs preceding four quarters

24Q4

25Q1

25Q2

25Q3

25Q4

26Q1

26Q2

26Q3

Tone of available coverage, not business performance or an investment outlook.

Frequent keywords

stock performance 3,715stock price 3,305share price 1,957investment deal 1,829stock surge 1,500private equity 1,037earnings report 908stock indices 668

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-02–2026-08-04 · trend and themes shown through 2026-08

Areas of research · JEF

Jefferies

72,465available Prism news records

Prism top themes

Price action & investor response

8,262

Earnings & financial performance

4,627

Macro demand & rates

4,396

Capital allocation & transactions

2,141

Legal, arbitration & regulatory

1,030

Mapped subcategory tag occurrences; one article may contribute more than one tag. Since 2024-01-01.

News-volume growth

+8.2%14,122 latest 12m vs 13,047 prior 12m

Machine-classified coverage tone

71.8% positive+2.2 pp vs preceding four quarters

24Q4

25Q1

25Q2

25Q3

25Q4

26Q1

26Q2

26Q3

Tone of available coverage, not business performance or an investment outlook.

Frequent keywords

stock performance 2,397stock price 1,516stock surge 1,039ipo prospectus 866earnings report 851share price 769ipo 682pre-ipo valuation 681

Keyword tag occurrences in available Prism news records.

Coverage: 2010-01-01–2026-08-04 · trend and themes shown through 2026-08

05 · Community discussion

Common topics where conversation clears the gate

Shown only above 25 entity-matched mentions. Coverage is partial and topic counts exclude identified namesake noise.

06 · Company event log

Common news types and recent highlights

Event patterns and selected recent headlines come from available Prism company-event records since 2023. Obvious forecast, holdings, duplicate and retrospective noise is filtered.

SEIC

sei

through 2026-04-04

M&A 12Earnings releases 11Leadership changes 9Business contracts 4Asset acquisitions 2

2026-04-04
Asset acquisitions
Sei Investments Co. acquired a new position in Zenas BioPharma during the second quarter worth $118,000.
2026-03-31
Business contracts
SEI ® (NASDAQ: SEIC ) today announced that The Huntington National Bank (Huntington), a wholly‑owned subsidiary of Huntington Bancshares Inc. (NASDAQ: HBAN ), has selected the SEI Wealth Platform ℠ (SWP) to advance and unify its wealth management systems and capabilities.
2026-01-30
Earnings releases
Earnings per share were $1.38 for the quarter

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

Stifel

through 2026-05-04

Earnings releases 34Leadership changes 23Business contracts 11M&A 10Asset acquisitions 4

2026-05-04
Lawsuits
Stifel Financial this year lost in its attempt to overturn an arbitration panel’s decision to award clients $133 million in damages and legal fees.
2026-04-13
Business contracts
NorthWest Copper (“NorthWest” or the “Company”) (TSX-V: NWST) is pleased to announce that it has entered into an agreement with Stifel Nicolaus Canada Inc. (“Stifel Canada”), to act as sole bookrunner and co‑lead agent with Canaccord Genuity Corp. (together with Stifel Canada, the “Agents”) in connection with a “best efforts” private placement offering by the Company for aggregate proceeds of up to $10 million (the “Offering”).
2026-01-29
Earnings releases
Stifel Financial reports Q4 adjusted EPS $2.63, consensus $2.51

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

RJF

Raymond James

through 2026-04-24

Leadership changes 106Earnings releases 36Asset acquisitions 17M&A 10Business contracts 7

2026-04-24
M&A
Raymond James continues to bolster its pool of advisors and assets with the addition of affiliate WRS Wealth Advisors, an Ohio-based team managing more than $450 million in client assets.
2026-04-16
Leadership changes
Raymond James has appointed Patrick O’Connor as chief operating officer of its U.S. Private Client Group, effective May 15.
2026-04-12
Asset acquisitions
Raymond James Financial Inc. acquired a new position in shares of Total Return Securities in the 2nd quarter worth approximately $55,000.

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

JEF

Jefferies

through 2026-04-28

Leadership changes 42Earnings releases 23Business contracts 9Company announcements 8M&A 7

2026-04-28
Leadership changes
Alex Thomas is set to join the US investment bank as head of digital infrastructure investment banking for Europe, the Middle East and Africa, according to a person familiar with the matter.
2026-04-09
Lawsuits
Western Alliance Bancorp. announced that it was suing Jefferies, alleging that Jefferies' affiliates backpedaled on previous assurances that they could pay off a large commercial loan balance.
2026-03-26
Earnings releases
Overall, in its first quarter of 2026 earnings release, Jefferies reported net revenues of $2.02bn, down from $2.07bn in the previous quarter. Net earnings attributable to common shareholders were $156m.

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

MKTX

MarketAxess Holdings

through 2026-03-03

Earnings releases 25Leadership changes 21Business contracts 4M&A 3Company announcements 2

2026-03-03
Leadership changes
before incorporating additional operational, risk, product, and technology oversight through the addition of Berry from LSEG in September last year.
2026-02-11
Company announcements
she reiterated 2026 expense guidance of $530 million to $545 million
2026-02-06
Earnings releases
Record total revenues of $846.3 million increased 4% ( 10% outside U.S. credit), and included an increase of approximately $4.6 million from the impact of foreign currency fluctuations.

Prism company-event records; exact duplicates and evident forecast, holdings and retrospective noise are excluded.

07 · Industry landscape

Security Brokers, Dealers And Flotation Companies Industry in USA

A bottom-of-page sector lens combining Prism's exact U.S. market-growth extraction with tightly matched U.S.-primary security brokers, dealers and flotation companies news. It adds context to the stock basket without turning industry signals into a recommendation.

Prism market forecast extraction

investment banking market

7 sources54.7% extraction confidence

2022 extracted base$78.90B–$138.95B

2033 extracted forecast$213.60B–$254.00B

Implied source CAGR10.8%

global economic developmentrising market activitytechnological progress

Multi-source card returned by Prism's /special_extraction market-growth service. Extracted geography mix: Global, United States. This is a dated market benchmark, not a forecast for the five-stock basket.

Prism news insights

U.S. Security Brokers, Dealers And Flotation Companies news pulse

416,454available Prism news records

Latest 12m volume+48.7%220495 vs 148317 records

Positive classified tone41.6%+6.2 pp vs prior four quarters

24Q4

25Q1

25Q2

25Q3

25Q4

26Q1

26Q2

26Q3

Available U.S.-primary Prism records matching broker, dealer, flotation, security, banking, investment. Metadata counts can overlap; coverage volume and tone are not measures of industry output.

Recurring Prism themes

security and defense policies

114,520

international political relations

94,032

investment & funding

37,838

international relations and diplomacy

25,399

national security and intelligence organizations

21,653

cybersecurity and cyber warfare

21,214

Metadata occurrences; one record can contribute more than one theme.

Frequent industry keywords

national security strategy 16,140geopolitical alliances 13,133investment deal 13,030diplomatic strategies 12,634homeland security investigations 12,067foreign policy analysis 9,403multilateral diplomacy 8,430diplomatic engagements 6,650

Counts cover the matched industry corpus, not the broader company-news totals above.

Curated signal map

Opportunity and caution, side by side

Evidence prompts—not probabilities.

Opportunity · market driver

global economic development

7 forecast sources

A recurring driver in the extracted market evidence provides a measurable research thread for the sector.

Prism /special_extraction market-growth card

Opportunity · demand

security and defense policies

114,520 matched theme records

The largest current Prism news theme shows where sector attention and reported activity are concentrating.

Prism U.S. news metadata

Opportunity · innovation

Innovation and product activity

44,284 matched news records

Technology, product and R&D metadata provide an auditable view of the sector's innovation conversation.

Unique news records matching the curated innovation rule

Caution · market restraint

regulatory restrictions

25,927 macro/risk records

The extracted restraint and the measured macro-news pulse belong in the downside research frame.

Prism market-growth restraint plus U.S. news metadata

Caution · news pulse

Coverage growth can reverse

+48.7% news volume

The latest 12 months contain 220,495 matched records versus 148,317 in the previous window.

Available Prism coverage through 2026-05-05

Caution · sentiment

Classified tone is not demand

41.6% positive · +6.2pp

Machine-classified news tone is useful context, but it is not revenue, output or a return forecast.

Eight-quarter Prism sentiment series

Opportunity and caution cards are curated research prompts grounded in the counts shown; they are not probabilities, recommendations or forecasts. News coverage runs 2024-01-01–2026-05-05; the latest quarter may be partial.

Explore the broader U.S. industrial landscape →

08 · Scope and sources

How to read this snapshot

Basket and ranking

Five U.S.-listed issuers classified under SEC SIC 6211 (Security Brokers, Dealers And Flotation Companies), selected as the first five names that pass all live publication gates from the latest filing revenue candidate pool ranked 1–8. Every candidate has complete cached readiness evidence. This is a research cohort, not a recommendation.

Companies are ordered by the Fliar BI Prism readiness score used by the Prism Finance USA source pack. The score is a research signal, not a recommendation.

Evidence used

Official annual filingsFY revenue history and latest profitability
U.S. exchange market snapshotDated price, 52-week range, P/E, market capitalisation and monthly-close return
Fliar BI PrismReadiness, company and industry news, community context and U.S.-scope patent records
Prism market-growth extractionDated third-party Security Brokers, Dealers And Flotation Companies Industry in USA market benchmark with source-count, geography and confidence context

Important: Research and educational information only. Not investment advice, a recommendation, or a live-price service. Market figures are dated as of 31 August 2026.

09 · Final derived analysis

Conclusions, comparisons, anomalies, explanations and decisions

A final evidence-linked synthesis of the metrics already displayed above. Every named company opens its actual Companies Radar profile.

Conclusions

sei leads the readiness ranking

Its Prism readiness score is 47/100, the highest in this five-company comparison.

Open sei in Companies Radar

Scale and margin leadership sit with Raymond James and MarketAxess Holdings

Raymond James has the largest displayed latest revenue at $15.91B; MarketAxess Holdings has the widest displayed latest margin at 29.1%.

Open Raymond James in Companies Radar Open MarketAxess Holdings in Companies Radar

Comparisons

Strongest versus weakest available price path

Raymond James is +93.1% for its five-year window; MarketAxess Holdings is -61.3% for its five-year window.

Open Raymond James in Companies Radar Open MarketAxess Holdings in Companies Radar

Largest versus smallest displayed revenue base

The latest displayed revenue ranges from $15.91B for Raymond James to $0.85B for MarketAxess Holdings. Entity and filing-period labels remain visible on the company cards.

Open Raymond James in Companies Radar Open MarketAxess Holdings in Companies Radar

Anomalies

Jefferies has the widest attention-readiness rank gap

It ranks #1 by measured news attention (43.8%) and #4 by Prism readiness. The gap is a review flag, not evidence that either measure is wrong.

Open Jefferies in Companies Radar

MarketAxess Holdings shows a price-operating divergence to inspect

Its displayed filing-revenue change is +21.1% while its available monthly-close return is -61.3%. The signs differ, but the two measures cover different windows and do not establish causality.

Open MarketAxess Holdings in Companies Radar

Explanations

Attention measures coverage volume, not quality

Jefferies's 43.8% share says it appears most often in the matched Prism corpus. It does not score whether that coverage is favourable or whether the company is investable.

Open Jefferies in Companies Radar

Different windows explain why signals can disagree

Revenue comes from the printed filing periods, price paths use the dated monthly-close windows, and Prism signals use their stated event windows. No causal attribution is made across them.

Research decisions

Verify the readiness leader in Companies Radar

Open sei's company profile and inspect the underlying management, market-activity, innovation and risk evidence before relying on the 47/100 score.

Open sei in Companies Radar

Stress-test the largest divergence before forming a view

Compare MarketAxess Holdings's profile with Raymond James's profile, then reconcile the displayed filing and price windows. This is a next-research action, not a buy or sell decision.

Open MarketAxess Holdings in Companies Radar Open Raymond James in Companies Radar

Method boundary: These are deterministic comparisons of the displayed snapshot fields. They flag relationships for further research, do not establish causality and are not investment recommendations.