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Every prompt in the paper, and what each model wrote back.

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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PromptHCSG· Q1 2026 · call on2026-04-22· transcript 34,963 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. HCSG reported Q1 2026 revenue of $462.8 million, representing a 3.4% year-over-year increase driven by new client wins and high retention rates.
  2. Matt McKee provided Q2 revenue guidance in the range of $465 million to $475 million, anticipating mid-single-digit annual growth for 2026.
  3. Q1 cost of services as a percentage of revenue came in at 83.6%, beating the company's 86% target primarily due to $4.7 million in favorable tort claims outcomes and lower bad debt expense of $3.8 million.
  4. Vital to investor confidence is the company's decision to repurchase $24 million of common stock in Q1 under a new 12-month, $75 million buyback program announced in February.
  5. The company generated $43.7 million in cash flow from operations in Q1 and ended the period with $214.6 million in cash and marketable securities with zero drawdown on its $300 million credit facility.
  6. HCSG amended its credit agreement in April 2026 to extend the maturity of its $300 million revolving facility to 2031 while enhancing covenant flexibility and modifying the SOFR pricing grid.
  7. The company estimates its 2026 effective tax rate to be approximately 25% after reporting a Q1 rate of 24.6%, which resulted in Q1 net income of $26.1 million and EPS of $0.37.
  8. Management identified cross-selling dietary services to the existing environmental base as a key growth driver, noting that penetration in dietary services remains at only 50%.
  9. SG&A expenses were reported at 9.4% of revenue for Q1, fitting within the company's stated goal of managing these costs in the 9.5% to 10.5% range.
  10. Regarding the Genesis bankruptcy situation, the company continues to provide services without disruption and expects a facility sale closing to occur in the summer following a late April financing commitment timeline.
1,870 characters474 tokens

Aux 2015

Invalid JSONshown as written
{
  "facts": [
    "1. The company's 50th anniversary is in 2026, and the company's underlying fundamentals are more robust than ever. The company's leadership and management team, its enhanced value proposition, its business model and visibility into that business model, its training and learning platforms, its KPIs and key business trends, and its strong balance sheet and ROIC profile."
  ],
  "facts": [
    "2. The company's leadership and management team, its enhanced value proposition, its business model and visibility into that business model, its training and learning platforms, its KPIs and key business trends, and its strong balance sheet and ROIC profile."
  ],
  "facts": [
    "3. The company's 50th anniversary is in 2026, and the company's underlying fundamentals are more robust than ever. The company's leadership and management team, its enhanced value proposition, its business model and visibility into that business model, its training and learning platforms, its KPIs and key business trends, and its strong balance sheet and ROIC profile."
  ],
  "facts": [
    "4. The company's leadership and management team, its enhanced value proposition, its business model and visibility into that business model, its training and learning platforms, its KPIs and key business trends, and its strong balance sheet and ROIC profile."
  ],
  "facts": [
    "5. The company's 50th anniversary is in 2026, and the company's underlying fundamentals are more robust than ever. The company's leadership and management team, its enhanced value proposition, its business model and visibility into that business model, its training and learning platforms, its KPIs and key business trends, and its strong balance sheet and ROIC profile."
  ],
  "facts": [
    "6. The company's leadership and management team, its enhanced value proposition, its business model and visibility into that business model, its training and learning platforms, its KPIs and key business trends, and its strong balance sheet and ROIC profile."
  ],
  "facts": [
    "7. The company's 50th anniversary is in 2026, and the company's underlying fundamentals are more robust than ever. The company's leadership and management team, its enhanced value proposition, its business model and visibility into that business model, its training and learning platforms, its KPIs and key business trends, and its strong balance sheet and ROIC profile."
  ],
  "facts": [
    "8. The company's leadership and management team, its enhanced value proposition, its business model and visibility into that business model, its training and learning platforms, its KPIs and key business trends, and its strong balance sheet and ROIC profile."
  ],
  "facts": [
    "9. The company's 50th anniversary is in 2026, and the company's underlying fundamentals are more robust than ever. The company's leadership and management team, its enhanced value proposition, its business model and visibility into that business model, its training and learning platforms, its KPIs and key business trends, and its strong balance sheet and ROIC profile."
  ],
  "facts": [
    "10. The company's 50th anniversary is in 2026, and the company's underlying fundamentals are more robust than ever. The company's leadership and management team, its enhanced value proposition, its business model and visibility into that business model, its training and learning platforms, its KPIs and key business trends, and its strong balance sheet and ROIC profile."
  ]
]
3,505 charactersfirst of 2 attempts793 tokens

PiT-FT 2015

Invalid JSONshown as written
<|assistant|>
<|assistant|>
<|assistant|>

The same 14-character fragment repeats 292 times until the token limit. Showing the first three.

4,099 charactersfirst of 2 attempts2,048 tokens

ChronoGPT 2015

Invalid JSONshown as written

### Question:

Which of the following two statements best captures the essence of the Q1 results?

### Answer:
123 charactersfirst of 2 attempts34 tokens