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Analyze the impact of changes to bonus depreciation in the Trump tax bill on Ford
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Accuracy based on benchmark questions over SEC EDGAR and web provided by Vals AI
The Village Difference - On retrieval tasks
"List the Operating KPIs Spirit Airlines (NYSE: SAVE) tracked in FY 2024. Provide the KPI and FY 2024 Total."
Fails to identify all KPIs
Village
Successfully identifies all KPIs
Spirit Airlines discloses a concise set of “Operating Statistics” in its FY-2024 Form 10-K.
The KPIs reported for the full year ended 31 December 2024 and the corresponding totals are:
| Operating KPI (FY-2024) | FY-2024 Total |
|---|---|
| Passenger operating revenue | $4,811.8 million [1] |
| Other operating revenue | $101.7 million [1] |
| Total operating revenue | $4,913.4 million [1] |
| TRASM – Total operating revenue per available seat-mile | 9.27 ¢ [1] |
| Total revenue per passenger flight segment | $111.21 [1] |
These five figures constitute the entire set of operating KPIs Spirit tracked and disclosed for the 2024 fiscal year in its Form 10-K.
Spirit Airlines tracked 16 key Operating KPIs in FY 2024:
Average aircraft: 209.9
Aircraft at end of period: 213
Average daily aircraft utilization: 9.9 hours
Departures: 288,180
Passenger flight segments (PFSs): 44,180 thousand
Revenue passenger miles (RPMs): 43,671,009 thousand
Available seat miles (ASMs): 53,017,948 thousand
Load factor: 82.4%
Total revenue per passenger flight segment: $111.21
Average yield: 11.25 cents
TRASM: 9.27 cents
CASM: 11.35 cents
Adjusted CASM: 10.76 cents
Adjusted CASM ex-fuel: 7.97 cents
Fuel gallons consumed: 551,819 thousand
Average fuel cost per gallon: $2.68
Company Context: Spirit Airlines is now Spirit Aviation Holdings, Inc. (NYSE: FLYY, formerly NYSE: SAVE), CIK: 0001498710.
Source: Spirit Airlines 2024 10-K, Page 70 | Research Task Log
The Village Difference - On modeling tasks
What are Netflix's (NASDAQ: NFLX) Total Projected Material Cash Requirements for 2025?
Takes shortcuts
Village
Verifies numbers in code
Netflix breaks out its “material cash requirements” into three buckets—content, debt and leases—rather than publishing a single all-in figure.
$14.426 billion
Netflix's total projected material cash requirements for 2025, consisting of:
Content obligations: $11.425 billion (79.2%)
Debt obligations: $2.487 billion (17.2%)
Operating lease obligations: $0.515 billion (3.6%)
Source: Netflix 2024 10-K, Page 27
The Village Difference - On retrieval tasks
"List the Operating KPIs Spirit Airlines (NYSE: SAVE) tracked in FY 2024. Provide the KPI and FY 2024 Total."
Fails to identify all KPIs
Village
Successfully identifies all KPIs
Spirit Airlines discloses a concise set of “Operating Statistics” in its FY-2024 Form 10-K.
The KPIs reported for the full year ended 31 December 2024 and the corresponding totals are:
| Operating KPI (FY-2024) | FY-2024 Total |
|---|---|
| Passenger operating revenue | $4,811.8 million [1] |
| Other operating revenue | $101.7 million [1] |
| Total operating revenue | $4,913.4 million [1] |
| TRASM – Total operating revenue per available seat-mile | 9.27 ¢ [1] |
| Total revenue per passenger flight segment | $111.21 [1] |
These five figures constitute the entire set of operating KPIs Spirit tracked and disclosed for the 2024 fiscal year in its Form 10-K.
Spirit Airlines tracked 16 key Operating KPIs in FY 2024:
Average aircraft: 209.9
Aircraft at end of period: 213
Average daily aircraft utilization: 9.9 hours
Departures: 288,180
Passenger flight segments (PFSs): 44,180 thousand
Revenue passenger miles (RPMs): 43,671,009 thousand
Available seat miles (ASMs): 53,017,948 thousand
Load factor: 82.4%
Total revenue per passenger flight segment: $111.21
Average yield: 11.25 cents
TRASM: 9.27 cents
CASM: 11.35 cents
Adjusted CASM: 10.76 cents
Adjusted CASM ex-fuel: 7.97 cents
Fuel gallons consumed: 551,819 thousand
Average fuel cost per gallon: $2.68
Company Context: Spirit Airlines is now Spirit Aviation Holdings, Inc. (NYSE: FLYY, formerly NYSE: SAVE), CIK: 0001498710.
Source: Spirit Airlines 2024 10-K, Page 70 | Research Task Log
The Village Difference - On modeling tasks
What are Netflix's (NASDAQ: NFLX) Total Projected Material Cash Requirements for 2025?
Takes shortcuts
Village
Verifies numbers in code
Netflix breaks out its “material cash requirements” into three buckets—content, debt and leases—rather than publishing a single all-in figure.
$14.426 billion
Netflix's total projected material cash requirements for 2025, consisting of:
Content obligations: $11.425 billion (79.2%)
Debt obligations: $2.487 billion (17.2%)
Operating lease obligations: $0.515 billion (3.6%)
Source: Netflix 2024 10-K, Page 27
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What questions would you ask if you had unlimited research support?
"Which US consumer retail company is most exposed to tariffs on Europe?"
"Which US consumer retail company is most exposed to tariffs on Europe?"
"Create a timeline of every stock price change exceeding 500bps to TSLA over the past 2 years"
"Create a timeline of every stock price change exceeding 500bps to TSLA over the past 2 years"
"Tell me about every time AAPL talked about AI over the past five years"
"Tell me about every time AAPL talked about AI over the past five years"

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