What do two sources say about this stock?

Q: What do two sources say about this stock?

two sources, ranked by how far apart they are get the quote for with nasdaq on monid: last sale, day range and the 52-week range. then pull a second source and tell me where the two differ the cheap one: last sale, the prior close, the day range and the 52-week range for a cent the other one: the market cap, a trailing and a forward earnings multiple, for five cents the disagreement: the same after-hours minute, quoted with a 14-cent spread by one source and a four-dollar spread by the other one parameter is inert: passing the wrong exchange to that provider returned byte-identical data and billed anyway, so the field is accepted and ignored rather than validated the read: neither is wrong; they are sampling different books, which is why a single source hides it

Stockanalysis APIs

The quote and the basics

Say this to your agent

>get the quote for <ticker> with nasdaq on monid: last sale, day range and the 52-week range. then pull a second source and tell me where the two differ

What the agent runsdone

nasdaq /get_stock_quote$0.01

yahoo-finance /get_quote$0.05

defillama /equities/v1/summary · not run$0.0006

api.strale.io /x402/stock-quote · not run$0.0594

What came backone listed company · 2026-09-24

the cheap onelast sale, the prior close, the day range and the 52-week range for a cent

the other onethe market cap, a trailing and a forward earnings multiple, for five cents

the disagreementthe same after-hours minute, quoted with a 14-cent spread by one source and a four-dollar spread by the other

one parameter is inertpassing the wrong exchange to that provider returned byte-identical data and billed anyway, so the field is accepted and ignored rather than validated

the readneither is wrong; they are sampling different books, which is why a single source hides it

$0.01per quote

Revenue, margins and the ratios

Say this to your agent

>pull the fundamentals for <ticker> with marketbeat and stockanalysis on monid and put the two side by side, then rank the fields by how far apart they are. the headline figures usually agree; the balance-sheet ratios are where they part, and on our second run one differed by more than three hundred percent

What the agent runsdone

marketbeat /get_profitability_metrics$0.01

stockanalysis /get_stock_financials_income$0.01

nasdaq /get_stock_financials · not run$0.01

defillama /equities/v1/statements · not run$0.0006

What came backone listed company · 2026-09-24

they agreeannual revenue and the net margin match to the decimal across both providers

the detailone adds a gross and an operating margin, the other adds beta and debt to equity

the arithmetic usually checks outon a second ticker revenue times the margin matched the printed net income to 0.01% on one source and exactly on the other, so that reconciliation is not where the problem is

where they actually partdebt to equity came back as 0.07 and 0.29 for the same company on the same day, a gap of more than three hundred percent, next to return on assets 32.7% apart and market value 38.4% apart

the self-contradictionrevenue times the margin does not equal the net income printed four lines below it, in the same response

whyone figure is trailing twelve months and the other is a prior fiscal year, unlabelled

$0.02two sources

What the analysts say

Say this to your agent

>get the analyst consensus and price target for <ticker> from two providers on monid and show me both, including how many analysts each counted. do not pick one for me

What the agent runsdone

marketbeat /get_stock_forecast$0.01

stockanalysis /get_stock_statistics$0.01

marketbeat /get_analyst_ratings · not run$0.02

yahoo-finance /get_quote$0.05

What came backone listed company · 2026-09-24

Same day, two consensus readingsanalysts counted

source A55

source B61

source Athe word Buy, across 55 analysts, with a target about 1% below the other

source Bthe words Strong Buy, across 61 analysts, on the same day

what that isa different panel and a different label, not a change in the market

they can contradict categoricallyon a second ticker one source said Moderate Buy and the other said Strong Buy on the same day, which is not a spread but a different verdict

empty fieldsone provider's price-target field comes back blank, and its rating field holds a dollar figure instead of a word

$0.02two sources

The last report and the next date

Say this to your agent

>get the earnings history and next report date for <ticker> from two providers on monid. tell me which of them labels the date an estimate

What the agent runsdone

nasdaq /get_stock_earnings$0.01

marketbeat /get_earnings$0.01

nasdaq /get_earnings_calendar · not run$0.01

defillama /equities/v1/filings · not run$0.0006

What came backone listed company · 2026-09-24

the last quarterreported earnings per share came in above the consensus, with both figures returned

the next datethe two sources are one day apart

the honest onethe provider calling it an algorithmic estimate flags it; the other marks the same kind of date as certain

a field called history with none in itthat endpoint returns a single key named history containing only forward estimates and no actuals at all, and the estimates are never revised: on a second ticker its figure sat 12.6% below what the company had already reported

so anything reading that key reports the wrong numbertreat it as an estimate feed and take actuals from the other provider

what is missingthe forward-estimate endpoint never returns actual reported figures, even for quarters already closed

$0.02two sources

Who bought or sold, and when

Say this to your agent

>pull the insider transactions for <ticker> with marketbeat on monid, then split the corporate officers from the legislative disclosures before you report anything: most of the feed is the second kind, most of those rows carry a dollar band instead of a share count, and there is no ticker column to check any of it against

What the agent runsdone

marketbeat /get_insider_trades$0.01

secform4 /get_insider_buys$0.01

secform4 /get_insider_sales · not run$0.01

finviz /get_insider_trading · not run$0.01

What came backone listed company · 2026-09-24

what came backnamed officers with share counts, prices and dates, the largest a block of sales worth hundreds of millions

most of it is not insiderson a second ticker only 13 of 100 rows were corporate insiders and 86 were legislative disclosures, and one row was a newsletter signup blurb scraped in as data with its buy-sell field undefined

and most rows carry no share count87 of 100 left the share count empty and 86 printed a dollar band such as $15,001 to $50,000 instead of a number, so who bought how many at what price is unanswerable on most of the feed

the extraa sitting legislator's disclosed trade appears in the same feed under the disclosure act

you cannot verify it from the responsethe payload carries no ticker column at all, so an instruction to check the rows belong to the company you asked for cannot be followed from the data; on a second ticker all 100 rows were in fact the right company

the missthe other provider took the ticker, ignored it, returned a global feed with none of this company in it, and billed a cent

the lagthat same feed's own caveat is a six-month delay, which its dates confirmed

$0.01per company

Who owns it

Say this to your agent

>pull the institutional holders for <ticker> from two providers on monid and show me both top tens. if they share no names, say so and tell me what each is sorting on

What the agent runsdone

nasdaq /get_stock_institutional_holdings$0.01

secform4 /get_institution_holders$0.01

marketbeat /get_institutional_ownership · not run$0.01

secform4 /get_13d_filings · not run$0.01

What came backone listed company · 2026-09-24

the scaleinstitutions hold about 80% of the shares outstanding, by one provider's count

list Athe index funds you would expect: the three largest asset managers at the top

list Bstate pension funds and a foreign insurer, with not one name in common

the cause is the sortone ranks by shares held and the other by filing date, so on a second ticker the two top tens shared exactly one name and the second list's top holder was a 155-share position worth about $57,000

the causethe second is keyed by filer id and appears to rank on shares added, not position size

$0.02two sources

Stockanalysis

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The quote and the basics

Revenue, margins and the ratios

What the analysts say

The last report and the next date

Who bought or sold, and when

Who owns it

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