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Sequential re-rating

Sequential re-rating: management describes the same offering landing bigger the second and third time around

Calls Tested
498
Answered YES
7
Hit Rate
1.4%
rare by design

FormFactor, Inc. (FORM) — this company's answers

NO on the Q4 2021 call 2022-02-02 B
The model's full reasoning — Q4 2021 call → NO我们根据要求判断管理层是否描述了“同类业务连续承接的规模逐步扩大”的现象。在电话会议中,管理层提到了一些关于业务规模扩大的内容,例如:在第四季度,公司收入首次超过2亿美元,创纪录;工程系统业务也创纪录,收入接近4000万美元;公司正在扩大产能以满足客户需求;在DRAM业务中,新设计活动强劲;在Foundry和Logic业务中,需求强劲,尤其是高性能计算。但关键是要看管理层是否明确表示“现在承接的单个业务规模比过去更大”,即单位规模在升级。 管理层提到:“我们开始从新的Livermore制造中心发货,这些发货对创纪录的季度收入做出了贡献。”这更多是产能扩张带来的收入增长,而非单个订单规模变大。管理层还提到:“我们继续受益于所有服务市场的强劲需求”,但未明确比较单个订单或合同的规模。 在回答分析师关于DRAM的问题时,管理层说:“我们预计DRAM收入在第一季度将适度下降,此前几个季度接近创纪录水平。”这更多是需求波动,而非规模升级。 关于系统业务,管理层提到:“工程系统业务在第四季度也创下了纪录,收入接近4000万美元,我们继续在第一季度看到持续的需求。”这可能是由于更多订单,但未明确说单个订单更大。 管理层还提到:“我们最近启动了一个新项目,提供HPD最先进的低温测试工具和能力作为服务,使量子计算开发人员能够快速且经济高效地表征他们的量子比特和谐振器。”这可能是新业务模式,但未说明规模升级。 在回答关于目标模型的问题时,管理层说:“我们正在朝着实现目标财务模型的路径上,该模型在8.5亿美元收入下提供2美元的非GAAP每股收益。”这更多是整体目标,而非单个业务规模。 没有明确提到“平均订单规模增加”、“新客户起点更高”、“同一客户后续承诺更大”等表述。管理层提到“我们继续看到强劲的需求”,但未对比过去。 因此,根据要求,答案应为NO。

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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 describe that the company's SUCCESSIVE ENGAGEMENTS OF THE SAME KIND ARE COMING IN AT PROGRESSIVELY LARGER SIZE — that is, does management convey that the deals, orders, contracts, projects, customers, sites, or programs it is landing NOW are individually bigger, broader, or longer than the ones it was landing for the same offering not long ago, so that each new instance of essentially the same business is worth more to the company than the last? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent phenomenon as a present-tense reality: the unit size of the company's own repeatable business is escalating. Any genuine expression of this counts, and the form varies widely across industries. For example — management noting that the average size of new orders, contracts, or deals has stepped up versus what the company used to sign; that its newest customers are starting at a level its early customers took years to reach, or are entering at broader scope from the outset; that where it once sold a single unit, department, site, or product, the same type of buyer now commits to many at once; that follow-on commitments from the same counterparties are arriving at multiples of the initial ones; that the projects, programs, or engagements it is now being awarded are individually larger or longer-dated than its historical norm; that initial commitments increasingly arrive as full deployments rather than as trials; or that the largest single piece of business in the company's history was just signed and management presents it as part of an upward drift in deal size rather than an isolated event. Three things should come through in management's own voice. First, A COMPARISON AGAINST THE COMPANY'S OWN RECENT PAST — management contrasts the size or scope of what it is landing now with what it was landing before for substantially the same offering, so the point is escalation of unit size, not merely more units or a good quarter. Second, ALREADY REAL AND RECURRING — the larger instances are things actually signed, ordered, awarded, or begun in the recent period, and management conveys a pattern rather than one exceptional event; a single record deal counts only if management frames it as part of an upward drift in the size of what the company is winning. Third, EARLY — management conveys, directly or plainly in substance, that this escalation is recent enough that the reported results still largely reflect the smaller-instance era, and that further instances at the new, larger size are already forming, in negotiation, or expected to keep arriving. Answer NO if management simply reports strong demand, more customers, higher revenue, or a good quarter without conveying that the individual size of what it lands has grown versus its own past. NO if the growth described comes purely from volume — more of the same-sized business — or from price increases on unchanged scope. NO if larger deals are only hoped for, targeted, sitting in a pipeline, or described as an ambition to move upmarket. NO if the only evidence is one outsized transaction that management itself treats as exceptional or non-repeating. NO if large engagements have always been the ordinary unit of this company's business and nothing about their size has changed. NO if management is chiefly describing deal sizes shrinking, scopes being cut, customers downsizing commitments, or contracts being renegotiated smaller. NO if the escalation is already mature and fully reflected in current results, with nothing further ahead. NO if the idea appears only in an analyst's question or characterization that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
ASO Academy Sports and Outdoors, Inc. Q1 2024 2024-06-11 C+
AKYA Akoya Biosciences, Inc. Q2 2023 2023-08-07 C+
SPT Sprout Social, Inc. Q2 2023 2023-08-04 B+
SGRY Surgery Partners, Inc. Q2 2022 2022-08-02 B+
CYBR CyberArk Software Ltd. Q3 2021 2021-11-04 B+
ASAN Asana, Inc. Q2 2022 2021-09-01 B+
OWL Blue Owl Capital Inc. Q2 2021 2021-08-10 B+

How the model reasoned

AKYA · Q2 2023 → YESThe question is: Does management describe that the company's SUCCESSIVE ENGAGEMENTS OF THE SAME KIND ARE COMING IN AT PROGRESSIVELY LARGER SIZE? YES The transcript shows management describing a clear pattern of escalating project sizes in the translational/clinical space. Brian notes a migration from exploratory studies (reasonable size) to larger retrospective studies and even larger retrospective-prospective ongoing clinical studies, with projects moving "further and further downstream.
ASAN · Q2 2022 → YESThe question is: Does management describe that the company's SUCCESSIVE ENGAGEMENTS OF THE SAME KIND ARE COMING IN AT PROGRESSIVELY LARGER SIZE? YES Management describes exactly this pattern. Dustin notes the company is “closing larger deals and expanding seats across departments and geographies quickly in large organizations,” and that the growth in the >$50k cohort “reflected an acceleration in our largest enterprise customers.
SGRY · Q2 2022 → YESThe question is: Does management describe that the company's SUCCESSIVE ENGAGEMENTS OF THE SAME KIND ARE COMING IN AT PROGRESSIVELY LARGER SIZE? YES The transcript shows management describing exactly this pattern for physician recruiting cohorts. Wayne notes that the 2022 cohorts are “no exception to this trend, bringing more cases with a higher overall net revenue per case than our 2021 cohorts did in the same period last year.

More from the question bank

Answers go deeper than the scriptFresh evidence outrunning the reported numbeSold before it existsCustomers coming back on their ownPromise already turning into factThe open question just closedAll questions →
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.