Hortonworks' (HDP) — Earnings Call X-Ray
Our AI read all 12 of HDP's earnings calls (2016–2018) and answered the same battery of questions about each one. Every past call is free; the newest quarter unlocks with a free account.
Previous Call Grade
B
Q2 2018
Calls Analyzed
12
2016–2018
Avg Candor
5.8/9
evasion 2.9/9
Call-by-call analysis
🔒 Q3 2018 earnings call
2018-11-08
NEWEST
Guidance: ■■■■■Demand: ■■■■■■
Margins: ■■■■Backlog: ■■■■
■ analysts, ■■ questionsexpected move ±■■%
Management ■■■■■■ guidance against ■■■■■■■■ demand and ■■■■■■■ margins. The delivery was ■■■■■■■■ and ■■■■ in specifics, with ■■■ questions left hanging.
🔒 The Q3 2018 call grade is ready
The full 37-point AI read of HDP's newest earnings call — grade, expected move, and every question answered — is free with an account.
Sign up free to unlock
B
Q2 2018 earnings call
2018-08-07
Management raised guidance against accelerating demand and expanding margins. The delivery was rich in specifics, promotional in tone.
Guidance: raisedDemand: acceleratingMargins: expandingBacklog: growingPricing: stableHeadcount: growing 9 analysts · 17 questions
⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Prepayments growing✓ Early product, fast growth
All 20 questions our AI answered about this call
YES Would a skeptical short-seller find this call reassuring?
YES Would a careful investor underwrite management's guidance?
YES Is management's confidence proportionate to the evidence presented?
YES Does the call resolve more doubts than it creates?
YES Is there something a critic could fairly use against the company?
NO Is a claimed advantage dependent on scale they lack?
NO Does an obvious question remain unanswered?
YES Is a product early in its life but growing very fast?
NO Do they serve a small fraction of their addressable customers?
NO Is volume about to step up rather than grow gradually?
YES Are high fixed costs currently underutilised?
NO Is pricing recovering from a depressed level?
NO Do current results look bad while the direction looks better?
YES Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
NO Is a fast-growing segment obscured by a declining one?
NO Does the CFO speak more than the CEO?
YES Does the call read rehearsed rather than lived?
D
Q1 2018 earnings call
2018-05-08
Management held guidance steady against accelerating demand and expanding margins. The delivery was rich in specifics, promotional in tone.
Guidance: maintainedDemand: acceleratingMargins: expandingBacklog: growingPricing: stable 8 analysts · 12 questions
⚑ Critic ammunition⚑ Question left hanging✓ Guidance underwritable✓ Early product, fast growth⚑ Reads rehearsedDirection beats results
All 20 questions our AI answered about this call
NO Would a skeptical short-seller find this call reassuring?
YES Would a careful investor underwrite management's guidance?
YES Is management's confidence proportionate to the evidence presented?
NO Does the call resolve more doubts than it creates?
YES Is there something a critic could fairly use against the company?
YES Is a claimed advantage dependent on scale they lack?
YES Does an obvious question remain unanswered?
YES Is a product early in its life but growing very fast?
YES Do they serve a small fraction of their addressable customers?
NO Is volume about to step up rather than grow gradually?
YES Are high fixed costs currently underutilised?
NO Is pricing recovering from a depressed level?
YES Do current results look bad while the direction looks better?
NO Are deferred revenue or customer prepayments growing?
YES Is consolidation happening among their peers?
NO Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
NO Is a fast-growing segment obscured by a declining one?
NO Does the CFO speak more than the CEO?
YES Does the call read rehearsed rather than lived?
C+
Q4 2017 earnings call
2018-02-08
Management gave no formal guidance against accelerating demand and expanding margins. The delivery was unusually candid, rich in specifics.
Demand: acceleratingMargins: expandingBacklog: growingPricing: stable 7 analysts · 15 questions
⚑ Critic ammunition✓ Skeptic reassured⚑ Question left hanging✓ Resolves doubts✓ Prepayments growing
All 20 questions our AI answered about this call
YES Would a skeptical short-seller find this call reassuring?
NO Would a careful investor underwrite management's guidance?
YES Is management's confidence proportionate to the evidence presented?
YES Does the call resolve more doubts than it creates?
YES Is there something a critic could fairly use against the company?
NO Is a claimed advantage dependent on scale they lack?
YES Does an obvious question remain unanswered?
NO Is a product early in its life but growing very fast?
YES Do they serve a small fraction of their addressable customers?
NO Is volume about to step up rather than grow gradually?
NO Are high fixed costs currently underutilised?
NO Is pricing recovering from a depressed level?
NO Do current results look bad while the direction looks better?
YES Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
NO Is a fast-growing segment obscured by a declining one?
NO Does the CFO speak more than the CEO?
NO Does the call read rehearsed rather than lived?
C+
Q3 2017 earnings call
2017-11-05
Management raised guidance against accelerating demand and expanding margins. The delivery was rich in specifics.
Guidance: raisedDemand: acceleratingMargins: expandingBacklog: growingPricing: stable 8 analysts · 16 questions
⚑ Critic ammunition✓ Skeptic reassured⚑ Question left hanging✓ Guidance underwritable✓ Resolves doubts✓ Prepayments growing
All 20 questions our AI answered about this call
YES Would a skeptical short-seller find this call reassuring?
YES Would a careful investor underwrite management's guidance?
YES Is management's confidence proportionate to the evidence presented?
YES Does the call resolve more doubts than it creates?
YES Is there something a critic could fairly use against the company?
NO Is a claimed advantage dependent on scale they lack?
YES Does an obvious question remain unanswered?
YES Is a product early in its life but growing very fast?
YES Do they serve a small fraction of their addressable customers?
NO Is volume about to step up rather than grow gradually?
YES Are high fixed costs currently underutilised?
NO Is pricing recovering from a depressed level?
YES Do current results look bad while the direction looks better?
YES Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
YES Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
NO Is a fast-growing segment obscured by a declining one?
NO Does the CFO speak more than the CEO?
NO Does the call read rehearsed rather than lived?
C
Q2 2017 earnings call
2017-08-06
Management raised guidance against accelerating demand and expanding margins. The delivery was promotional in tone.
Guidance: raisedDemand: acceleratingMargins: expandingBacklog: growingPricing: stable 7 analysts · 13 questions
⚑ Critic ammunition⚑ Question left hanging✓ Resolves doubts✓ Prepayments growing✓ Volume step-up ahead✓ Early product, fast growth
All 20 questions our AI answered about this call
NO Would a skeptical short-seller find this call reassuring?
NO Would a careful investor underwrite management's guidance?
YES Is management's confidence proportionate to the evidence presented?
YES Does the call resolve more doubts than it creates?
YES Is there something a critic could fairly use against the company?
YES Is a claimed advantage dependent on scale they lack?
YES Does an obvious question remain unanswered?
YES Is a product early in its life but growing very fast?
YES Do they serve a small fraction of their addressable customers?
YES Is volume about to step up rather than grow gradually?
YES Are high fixed costs currently underutilised?
NO Is pricing recovering from a depressed level?
YES Do current results look bad while the direction looks better?
YES Are deferred revenue or customer prepayments growing?
YES Is consolidation happening among their peers?
NO Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
NO Is a fast-growing segment obscured by a declining one?
NO Does the CFO speak more than the CEO?
YES Does the call read rehearsed rather than lived?
D
Q1 2017 earnings call
2017-05-04
Management held guidance steady against accelerating demand and expanding margins. The delivery was rich in specifics, promotional in tone.
Guidance: maintainedDemand: acceleratingMargins: expandingBacklog: growingPricing: stableHeadcount: growing 6 analysts · 12 questions
⚑ Critic ammunition⚑ Question left hanging✓ Resolves doubts✓ Prepayments growing✓ Early product, fast growth⚑ Reads rehearsed
All 20 questions our AI answered about this call
NO Would a skeptical short-seller find this call reassuring?
NO Would a careful investor underwrite management's guidance?
NO Is management's confidence proportionate to the evidence presented?
YES Does the call resolve more doubts than it creates?
YES Is there something a critic could fairly use against the company?
YES Is a claimed advantage dependent on scale they lack?
YES Does an obvious question remain unanswered?
YES Is a product early in its life but growing very fast?
NO Do they serve a small fraction of their addressable customers?
NO Is volume about to step up rather than grow gradually?
YES Are high fixed costs currently underutilised?
NO Is pricing recovering from a depressed level?
YES Do current results look bad while the direction looks better?
YES Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
NO Is a fast-growing segment obscured by a declining one?
NO Does the CFO speak more than the CEO?
YES Does the call read rehearsed rather than lived?
D
Q4 2016 earnings call
2017-02-09
Management held guidance steady against accelerating demand and expanding margins. The delivery was rich in specifics, promotional in tone.
Guidance: maintainedDemand: acceleratingMargins: expandingBacklog: growingPricing: stableHeadcount: growingCapex: flat 7 analysts · 17 questions
⚑ Critic ammunition⚑ Question left hanging✓ Resolves doubts✓ Prepayments growing✓ Early product, fast growthDirection beats results
All 20 questions our AI answered about this call
NO Would a skeptical short-seller find this call reassuring?
NO Would a careful investor underwrite management's guidance?
NO Is management's confidence proportionate to the evidence presented?
YES Does the call resolve more doubts than it creates?
YES Is there something a critic could fairly use against the company?
YES Is a claimed advantage dependent on scale they lack?
YES Does an obvious question remain unanswered?
YES Is a product early in its life but growing very fast?
YES Do they serve a small fraction of their addressable customers?
NO Is volume about to step up rather than grow gradually?
YES Are high fixed costs currently underutilised?
NO Is pricing recovering from a depressed level?
YES Do current results look bad while the direction looks better?
YES Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
NO Is a fast-growing segment obscured by a declining one?
NO Does the CFO speak more than the CEO?
NO Does the call read rehearsed rather than lived?
Earlier calls
| Call | Date | Grade | Guidance | Demand | Margins | Candor | Evasion |
|---|
| Q3 2016 |
2016-11-03 |
C+ |
maintained | accelerating | expanding |
6/9 |
2/9 |
| Q2 2016 |
2016-08-04 |
F |
maintained | mixed | expanding |
6/9 |
5/9 |
| Q1 2016 |
2016-05-04 |
D |
maintained | accelerating | expanding |
6/9 |
4/9 |
| Q4 2015 |
2016-02-10 |
C |
raised | accelerating | expanding |
6/9 |
3/9 |
How to read this page
The grade is a transparent composite of call quality — candor, specificity, low evasion, low stress, whether the call resolves more doubts than it creates, and the guidance action — not a buy or sell signal. The expected move is a volatility estimate from the one signal that survived our out-of-sample tests: how a stock's own reaction and pre-call volatility predict the size (not direction) of its next move. Full detail, including everything that failed: methodology.
Companies with similar call quality
← HDNG All “H” companies
HDS →
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.