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Return exactly ten single-sentence facts as JSON. Quality was judged pairwise; here you see the raw outputs and whether the JSON parsed.

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PromptIBP· Q3 2025 · call on2025-11-05· transcript 56,361 characters
Analyze the following earnings call transcript and extract the 10 most investor-relevant facts.

Each fact must:
- Be drawn only from the transcript (do not use any outside information).
- Be a single sentence capturing a specific, quantified insight relevant to investors.
- Avoid regurgitating the transcript verbatim; instead, synthesize and distill the information into investor-relevant facts.

Return only a JSON object with this exact structure (no markdown fences, no commentary):
{"facts": ["<fact 1>", "<fact 2>", ..., "<fact 10>"]}

The list must contain exactly 10 facts.

Transcript:
<transcript>
transcript redacted — the source calls are not publicly licensed
</transcript>
System prompt · identical for every setup
You are a financial analyst. You extract the most investor-relevant facts from earnings call transcripts to help investors anticipate the stock's reaction to the call.
Reference

No reference summary is published. Quality was judged pairwise by a separate model and is reported in aggregate on the main page.

Models
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Ours

10 facts · valid JSON
  1. Record consolidated revenue reached $778 million in Q3 2025, representing a 2% year-over-year increase over the prior period.
  2. Record third-quarter Adjusted EBITDA totaled $140 million with an Adjusted EBITDA margin of 18%, while Adjusted Net Income was $86 million or $3.18 per diluted share.
  3. Heavy commercial same-branch installation sales surged more than 30% year-over-year, effectively offsetting a 3% decline in residential same-branch sales.
  4. Same-branch commercial installation sales grew 12% overall, driven by heavy commercial strength which increased 30% while light commercial remained weak.
  5. Adjusted gross margin improved to 34% in the quarter, helped by a 100 basis point benefit from heavy commercial performance despite headwinds from growing complementary product sales.
  6. The company returned nearly $213 million to shareholders year-to-date through $78 million in dividends and $135 million in share repurchases, leaving $365 million available under the repurchase program.
  7. Fourth quarter 2025 will face revenue headwinds as public builder closings are forecast to decline roughly 500 basis points more than typical seasonal expectations.
  8. Multifamily backlogs are growing in key markets, but the company does not expect multifamily completions to inflect positively until the back half of 2026 due to construction cycle delays.
  9. Working capital improvements drove a 16% year-over-year increase in operating cash flow to $307 million for the first nine months of 2025.
  10. The company completed four acquisitions late in the quarter targeting specific niches with a combined annual revenue of approximately $39 million.
1,718 characters403 tokens

Aux 2015

Invalid JSONshown as written
{
  "facts": [
    "1. 10 most investor-relevant facts extracted from the transcript",
    "2. Each fact drawn only from the transcript (do not use outside information)",
    "3. Single sentence capturing a specific, quantified insight relevant to investors",
    "4. Avoid regurgitating the transcript verbatim; instead, synthesize and distill the information into investor-relevant facts",
    "5. Return only a JSON object with this exact structure (no markdown fences, no commentary)",
    "6. Exactly 10 facts"
  ]
}
521 charactersfirst of 2 attempts130 tokens

PiT-FT 2015

Invalid JSONshown as written

<|user|> <|business|> <|customer|> <|product|> <|distribution|> <|market|> <|investor|> <|investor|> <|components|> <|services|> <|market|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|investor|> <|invest

3,814 charactersfirst of 2 attempts2,048 tokens

ChronoGPT 2015

Invalid JSONshown as written

### Final Answer:
26 charactersfirst of 2 attempts11 tokens