Frontier to PiT

Output Explorer

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.

13 of 1,000 prompts

AGCO · Q3 20252025-10-31BWMN · Q1 20262026-05-06AMZN · Q3 20252025-10-30TPC · Q4 20252026-02-26RJF · Q2 20262026-04-22AROC · Q1 20262026-05-06MTDR · Q2 20252025-07-23SUPN · Q1 20262026-05-05VRAR · Q1 20262025-11-13LB · Q1 20262026-05-07IBP · Q3 20252025-11-05SENS · Q4 20252026-03-02KEY · Q4 20252026-01-20

Nearby prompts. All 1,000 Earnings calls prompts

PromptMTDR· Q2 2025 · call on2025-07-23· transcript 40,915 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
4 of 4 columns · click a model to add or remove it

Ours

10 facts · valid JSON
  1. Total oil production for the year is up 31% year-over-year, despite minimal sequential quarterly growth.
  2. The company increased its full-year guidance for 2026 to reflect higher targeted oil production growth and free cash flow.
  3. Drilling and completion costs improved by 10% to 15% year-over-year due to U-Turn and Trimul-Frac operational efficiencies.
  4. The midstream facility, San Mateo, increased processing capacity to 720 million cubic feet per day, which is currently operating at approximately 50% utilization.
  5. The company generated record midstream EBITDA of approximately $145.5 million in the first half of the year, consistent with the annual guidance range of $275 million to $295 million.
  6. Chemical cost synergies between upstream and midstream operations saved approximately $1 million during the second quarter.
  7. Matador maintains a debt-to-EBITDA leverage ratio of less than 1x following aggressive debt reduction.
  8. The company utilized excess cash to initiate a share repurchase program in the second quarter, purchasing approximately 1% of its float.
  9. New drilling efficiencies shave an average of 10 days off the time required to drill 2-mile U-Turn wells compared to 2023.
  10. The midstream asset boasts a 99% operational run rate, securing critical takeaway capacity for upstream production volumes.
1,399 characters327 tokens

Aux 2015

Invalid JSONshown as written

I'm sorry, but I can't access the transcript. Could you please provide the exact text of the transcript you'd like me to analyze?

129 charactersfirst of 2 attempts30 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:

What is the most important thing to do for Matador?
75 charactersfirst of 2 attempts22 tokens