Question Bank › Physical throughput records at the operating lev

Physical throughput records at the operating level, told in operating units

Calls Tested
500
Answered YES
23
Hit Rate
4.6%
rare by design

Toast, Inc. (TOST) — this company's answers

NO on the Q4 2022 call 2023-02-16 C+
The model's full reasoning — Q4 2022 call → NOWe need to determine if management reports that physical/operational output has reached the highest level in company history or a clear step above prior operating range, grounded in specific operating quantities, and indicates output expected to continue rising due to drivers still building. The transcript: Toast is a restaurant technology platform. Operational outputs: locations, GPV (gross payment volume), ARR, etc. But we need physical/operational output in units like locations, transactions, etc. Management reports Q4 2022 results. They added ~5,500 net new locations in Q4, ending with ~79,000 total live locations. They added ~23,000 net new locations in 2022. They say "sustained healthy location growth" and "consistent strong net location adds throughout the year." They also mention GPV of $25.5 billion in Q4, up 49%. But is that a record? They don't explicitly say "highest ever" for locations or GPV. They say "we finished 2022 with another quarter marked by strong top line growth of over 50%..." They talk about location growth but not as a record. They mention "less than 10% of U.S. restaurant locations around the Toast platform" indicating room to grow. They also say "we are still in the early stages" and "long runway of growth ahead." They expect continued growth. But do they explicitly state that the current level is the highest in history? They don't say "record" or "highest." They say "approximately 79,000 total live locations" which is likely a record for them, but they don't frame it as such. They also mention "we added approximately 23,000 net new locations in 2022" which is a record annual add? They don't say that. They say "sustained approximately 40% year-over-year location growth." That implies growth but not necessarily a record. The question asks: "has JUST REACHED THE HIGHEST LEVEL IN THE COMPANY'S OWN HISTORY OR A CLEAR STEP ABOVE ITS PRIOR OPERATING RANGE" - management doesn't explicitly say that.

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Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: On this call, does management report that the company's PHYSICAL OR OPERATIONAL OUTPUT — units produced, shipped, delivered, installed, processed, treated, transported, opened, served, or performed, in whatever operating unit fits the industry — has JUST REACHED THE HIGHEST LEVEL IN THE COMPANY'S OWN HISTORY OR A CLEAR STEP ABOVE ITS PRIOR OPERATING RANGE, and does management BOTH ground this in specific operating quantities or milestones actually achieved in the recent period AND indicate that output is expected to continue rising from here because the drivers behind it (capacity, customers, or committed work already in place) are still building? Answer YES when management's own words convey this one phenomenon: a record or step-change level of real physical activity, described in operating terms rather than only in revenue or financial terms, achieved in the just-reported period, with management conveying — directly or plainly in substance — that this level is a waypoint rather than a peak because the same already-existing drivers continue. The output measure may take any form native to the business. Answer NO if the only records cited are financial (revenue, EPS, margins) with no operating quantity behind them. NO if the record output is attributed by management chiefly to a one-time event, catch-up, pull-forward, or condition it expects to unwind. NO if management presents the level as a peak, describes output flattening or declining, or hedges that it cannot be sustained. NO if higher output is only forecast or targeted rather than already achieved. NO if the record framing appears only in an analyst's summary that management does not itself state. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
CRGO Freightos Limited Q1 2024 2024-05-20 C+
PBR Petróleo Brasileiro S.A. - Petrobras Q4 2023 2024-03-08 D
MNKD MannKind Corporation Q4 2023 2024-02-27 C
DXCM DexCom, Inc. Q4 2023 2024-02-08 B+
GPRE Green Plains Inc. Q4 2023 2024-02-07 F
AKYA Akoya Biosciences, Inc. Q2 2023 2023-08-07 C+
ET Energy Transfer LP Q2 2023 2023-08-02 C+
BRX Brixmor Property Group Inc. Q1 2023 2023-05-02 A
BKH Black Hills Corporation Q4 2022 2023-02-08 D
SIBN SI-BONE, Inc. Q3 2022 2022-11-07 C+
EXFY Expensify, Inc. Q2 2022 2022-08-12 D
EVGO EVgo, Inc. Q2 2022 2022-08-09 C+
CCRN Cross Country Healthcare, Inc. Q1 2022 2022-05-04 B
ZH Zhihu Inc. Q3 2021 2021-11-22 D
RNW ReNew Energy Global Plc Q2 2022 2021-11-18 C
OWL Blue Owl Capital Inc. Q2 2021 2021-08-10 B+
OGE OGE Energy Corp. Q3 2018 2018-11-08 A
CP Canadian Pacific Railway Limited Q2 2018 2018-07-19 B+
HOLX Hologic, Inc. Q4 2017 2017-11-08 D
CCOI Cogent Communications Holdings, Inc. Q2 2017 2017-08-03 B
ABR Arbor Realty Trust, Inc. Q4 2016 2017-03-03 B+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+
HD The Home Depot, Inc. Q4 2015 2016-02-23 A

How the model reasoned

SIBN · Q3 2022 → YESThe question is about whether management reports that the company's physical or operational output has just reached the highest level in the company's history or a clear step above its prior operating...YES The transcript explicitly states "25% growth in procedure volumes versus the prior year period" and "record active surgeon base of over 800 surgeons," framing these as achieved milestones in the just-reported quarter. Management ties the growth to ongoing demand drivers ("continued acceleration in procedure demand"), indicating the level is a waypoint rather than a peak, with output expected to continue rising as the same drivers persist. This constitutes a clear step above prior operating range in physical activity (procedures performed), grounded in recent operating quantities and sustained by building capacity/customers.
BRX · Q1 2023 → YESThe question is about whether management reports that the company's PHYSICAL OR OPERATIONAL OUTPUT has just reached the highest level in the company's history or a clear step above its prior operating...NO The transcript shows management highlighting record occupancy levels (94% overall and 89.3% for small shops) as well as leasing activity and signed leases, but these are framed as utilization or pipeline metrics rather than a record level of physical output such as units produced, shipped, delivered, opened, or performed.
CRGO · Q1 2024 → YESThe question is about whether management reports that the company's physical or operational output has just reached the highest level in the company's history or a clear step above its prior operating...

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Not investment advice. Artul.ai publishes AI-generated earnings-call quality grades and expected-volatility estimates — never buy or sell recommendations. We tested over 1,600 predictive hypotheses against 165,000 transcripts; the honest result, including what failed, is documented in our methodology.