James River Group Holdings, Ltd. (JRVR) — Earnings Call X-Ray
Our AI read all 37 of JRVR's earnings calls (2016–2025) 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
C+
Q4 2024
Calls Analyzed
37
2016–2025
Avg Candor
7.1/9
evasion 2.3/9
Call-by-call analysis
🔒 Q1 2025 earnings call
2025-05-06
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 Q1 2025 call grade is ready
The full 37-point AI read of JRVR's newest earnings call — grade, expected move, and every question answered — is free with an account.
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C+
Q4 2024 earnings call
2025-03-04
move ±18.6%
Management held guidance steady against accelerating demand. The delivery was unusually candid, rich in specifics.
Guidance: maintainedDemand: acceleratingPricing: raising 1 analysts · 2 questions
⚑ Critic ammunition✓ Skeptic reassured✓ Resolves doubts⚑ Reads rehearsedDirection beats results
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?
NO Does an obvious question remain unanswered?
NO 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?
NO 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?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
YES 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+
Q3 2024 earnings call
2024-11-12
move ±20.4%
Management gave no formal guidance against accelerating demand. The delivery was unusually candid, rich in specifics.
Demand: acceleratingPricing: raising 4 analysts · 13 questions
⚑ Critic ammunition✓ Skeptic reassured✓ Resolves doubtsDirection beats results
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?
NO Does an obvious question remain unanswered?
NO 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?
NO Are high fixed costs currently underutilised?
YES 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?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
YES 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?
B
Q2 2024 earnings call
2024-08-09
move ±9.8%
Management gave no formal guidance against accelerating demand. The delivery was unusually candid, rich in specifics.
Demand: acceleratingMargins: stableBacklog: growingPricing: raisingHeadcount: flat 4 analysts · 9 questions
⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts
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?
NO 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?
NO Are high fixed costs currently underutilised?
YES Is pricing recovering from a depressed level?
NO Do current results look bad while the direction looks better?
NO 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?
B
Q1 2024 earnings call
2024-05-11
move ±12.3%
Management held guidance steady against accelerating demand. The delivery was unusually candid, rich in specifics.
Guidance: maintainedDemand: acceleratingMargins: stablePricing: raisingHeadcount: flat 3 analysts · 9 questions
⚑ Critic ammunition✓ Skeptic reassured⚑ Question left hanging✓ Guidance underwritable✓ Resolves doubtsHidden segment
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?
NO 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?
NO Are high fixed costs currently underutilised?
YES 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?
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?
YES 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+
Q4 2023 earnings call
2024-03-01
move ±9.6%
Management held guidance steady against accelerating demand. The delivery was unusually candid, rich in specifics.
Guidance: maintainedDemand: acceleratingMargins: stableBacklog: growingPricing: raisingHeadcount: growing 3 analysts · 9 questions
⚑ Critic ammunition✓ Guidance underwritable✓ Resolves doubtsHidden segmentDirection 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?
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?
NO 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?
NO Are high fixed costs currently underutilised?
YES 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?
YES Does the final speaker sound like they are summarizing a finished story?
YES 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 2023 earnings call
2023-11-10
move ±18.5%
Management held guidance steady against accelerating demand. The delivery was unusually candid, rich in specifics.
Guidance: maintainedDemand: acceleratingMargins: stablePricing: raisingHeadcount: flat 6 analysts · 13 questions
⚑ Critic ammunition✓ Skeptic reassured⚑ Question left hanging✓ Guidance underwritable✓ Resolves doubts⚑ Reads rehearsed
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?
NO 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?
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?
NO Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
YES 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?
B
Q2 2023 earnings call
2023-08-11
move ±9%
Management held guidance steady against accelerating demand. The delivery was unusually candid, rich in specifics.
Guidance: maintainedDemand: acceleratingMargins: stablePricing: raising 4 analysts · 12 questions
⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts⚑ Reads rehearsed
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?
NO 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?
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?
NO 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?
From the research question bank
1 more research questions answered NO
Earlier calls
| Call | Date | Grade | Guidance | Demand | Margins | Candor | Evasion |
|---|
| Q1 2023 |
2023-05-06 |
B |
maintained | accelerating | stable |
7/9 |
2/9 |
| Q4 2022 |
2023-03-03 |
B |
raised | stable | expanding |
7/9 |
2/9 |
| Q3 2022 |
2022-11-05 |
C+ |
maintained | stable | stable |
7/9 |
2/9 |
| Q2 2022 |
2022-08-02 |
B |
maintained | accelerating | expanding |
7/9 |
2/9 |
| Q1 2022 |
2022-05-14 |
B |
maintained | accelerating | stable |
7/9 |
1/9 |
| Q4 2021 |
2022-03-01 |
D |
maintained | stable | expanding |
7/9 |
3/9 |
| Q3 2021 |
2021-11-06 |
D |
maintained | accelerating | expanding |
7/9 |
2/9 |
| Q2 2021 |
2021-08-07 |
B |
maintained | accelerating | expanding |
7/9 |
1/9 |
| Q1 2021 |
2021-05-09 |
C |
none | accelerating | expanding |
7/9 |
2/9 |
| Q4 2020 |
2021-02-26 |
D |
maintained | accelerating | expanding |
8/9 |
2/9 |
| Q3 2020 |
2020-10-31 |
B |
maintained | accelerating | expanding |
7/9 |
2/9 |
| Q2 2020 |
2020-08-02 |
B+ |
maintained | accelerating | expanding |
8/9 |
2/9 |
| Q1 2020 |
2020-05-03 |
C+ |
lowered | mixed | contracting |
8/9 |
2/9 |
| Q4 2019 |
2020-02-21 |
C+ |
maintained | accelerating | stable |
7/9 |
3/9 |
| Q3 2019 |
2019-11-10 |
D |
none | accelerating | contracting |
8/9 |
3/9 |
| Q2 2019 |
2019-08-03 |
C+ |
maintained | accelerating | expanding |
7/9 |
2/9 |
| Q1 2019 |
2019-05-06 |
B |
maintained | accelerating | stable |
7/9 |
2/9 |
| Q4 2018 |
2019-02-22 |
C+ |
maintained | accelerating | expanding |
7/9 |
3/9 |
| Q3 2018 |
2018-11-11 |
C+ |
maintained | accelerating | stable |
7/9 |
3/9 |
| Q2 2018 |
2018-08-04 |
B |
maintained | stable | stable |
7/9 |
2/9 |
| Q1 2018 |
2018-05-06 |
B |
maintained | accelerating | expanding |
7/9 |
2/9 |
| Q4 2017 |
2018-02-23 |
F |
maintained | stable | unclear |
7/9 |
6/9 |
| Q3 2017 |
2017-11-02 |
B+ |
none | accelerating | expanding |
8/9 |
1/9 |
| Q2 2017 |
2017-08-02 |
C+ |
lowered | accelerating | stable |
8/9 |
2/9 |
| Q1 2017 |
2017-05-08 |
D |
maintained | accelerating | stable |
6/9 |
4/9 |
| Q4 2016 |
2017-02-17 |
B |
maintained | accelerating | stable |
7/9 |
2/9 |
| Q3 2016 |
2016-11-03 |
C+ |
maintained | accelerating | stable |
7/9 |
3/9 |
| Q2 2016 |
2016-08-04 |
B+ |
maintained | accelerating | expanding |
7/9 |
2/9 |
| Q1 2016 |
2016-05-05 |
C+ |
maintained | accelerating | stable |
6/9 |
3/9 |
Research question bank — earlier calls
During our 1,600-question research program, batches of experimental hypotheses were tested directly against some of JRVR's earlier calls. The YES answers — the rare hits — are shown; click any question to see every company that matched it. Full list: the question bank.
B
Q2 2021 earnings call
2021-08-07
6 more research questions answered NO
F
Q4 2017 earnings call
2018-02-23
1 more research questions answered NO
D
Q1 2017 earnings call
2017-05-08
1 more research questions answered NO
B
Q4 2016 earnings call
2017-02-17
1 more research questions answered NO
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.
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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.