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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.

13 of 1,000 prompts

TOMZ · Q2 20252025-08-14BRLT · Q1 20262026-05-06SF · Q2 20252025-07-30ANF · Q3 20252025-11-25KFS · Q2 20252025-08-07NRGV · Q3 20252025-11-10AAOI · Q4 20252026-02-26ORA · Q1 20262026-05-07SMRT · Q1 20262026-05-06VSAT · Q1 20262025-08-05MLSS · Q2 20252025-08-15NCSM · Q1 20262026-04-30WOLF · Q1 20262025-10-29

Nearby prompts. All 1,000 Earnings calls prompts

PromptAAOI· Q4 2025 · call on2026-02-26· transcript 48,140 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. Applied Optoelectronics reported record Q4 2025 revenue of $134.3 million, which met management's guidance range of $125 million to $140 million.
  2. The company achieved a Q4 non-GAAP gross margin of 31.4%, beating the upper end of its guidance range of 29% to 31%.
  3. Q4 non-GAAP net loss narrowed significantly to $0.6 million ($0.01 per share), substantially better than the guided loss range of $2.8 million to $9.0 million.
  4. 800G transceiver revenue in Q4 2025 was below $4 million due to firmware optimization delays with a major hyperscale customer, despite the product being qualified.
  5. Management received its fourth 800G volume order from a major AI-focused hyperscale customer, with production ramping expected to begin in earnest in Q2 2026.
  6. Forecast demand for 800G modules is projected to exceed Applied Optoelectronics' current production capacity through mid-2027, prompting ongoing capacity expansion.
  7. The company projects full-year 2026 revenue to exceed $1 billion, targeting non-GAAP operating profits of over $120 million and non-GAAP breakeven or better per share.
  8. CATV revenue declined 24% sequentially in Q4 to $54 million, though MSO demand remains robust with a pipeline of amplifiers and new software solutions.
  9. Direct tariff impacts totaled $1.2 million on the Q4 income statement, while IEEPA-related tariffs could represent a potential $4.6 million upside if recouped.
  10. Capital expenditures reached $84 million in Q4 2025 as part of a $209 million total annual spend to triple US-based laser manufacturing capacity and support next-gen transceiver volume needs.
1,672 characters434 tokens

Aux 2015

Invalid JSONshown as written

Based on the transcript of Applied Optoelectronics, Inc.'s Q4 2025 earnings call, here are the 10 most investor-relevant facts extracted from the transcript:

  1. Revenue Growth: The company achieved record revenue of $134.3 million in Q4 2025, representing a 34% year-over-year increase and a 13% sequential increase.
  2. CATV Revenue: CATV revenue was $54 million, up 3% year-over-year and down 24% sequentially.
  3. Datacenter Revenue: Datacenter revenue was $74.9 million, up 69% year-over-year and 70% sequentially.
  4. 400G Revenue: 400G revenue was $13.4 million, up 141% year-over-year.
  5. 800G Revenue: 800G revenue was $13.4 million, up 13% year-over-year.
  6. Revenue Mix: 56% of revenue came from datacenter products, 40% from CATV, and 4% from FTTH, telecom, and other.
  7. Revenue by Product Type:
    • 400G: 51%
    • 800G: 41%
    • 100G: 5%
    • 200G: 4%
    • 10G: 8%
  8. Revenue by Customer:
    • 10% customers: 2 (one in CATV, one in datacenter)
    • 10% customers: 1 (in CATV)
    • 5% customers: 1 (in datacenter)
    • 5% customers: 1 (in datacenter)
    • 3% customers: 1 (in datacenter)
    • 3% customers: 1 (in datacenter)
    • 2% customers: 2 (one in CATV, one in datacenter)
    • 2% customers: 1 (in CATV)
    • 2% customers: 1 (in datacenter)
    • 1% customers: 1 (in datacenter)
  9. Revenue by Geography:
    • 40% of revenue came from the U.S.
    • 3% of revenue came from Taiwan
    • 2% of revenue came from the U.S.
    • 2% of revenue came from the U.S.
    • 2% of revenue came from the U.S.
    • 1% of revenue came from Taiwan
    • 1% of revenue came from Taiwan
    • 1% of revenue came from the U.S.
  10. Revenue by Product Type (by customer):
    • 400G: 51% of revenue from 10% customers
    • 800G: 41% of revenue from 10% customers
    • 100G: 5% of revenue from 10% customers
    • 200G: 4% of revenue from 10% customers
    • 10G: 8% of revenue from 10% customers
    • 40G: 1% of revenue from 10% customers
    • 8% of revenue from 10% customers
    • 1% of revenue from 10% customers
    • 1% of revenue from 10% customers
    • 1% of revenue from 10% customers
    • 1% of revenue from 10% customers
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5,509 charactersfirst of 2 attempts2,048 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

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