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  1. Home
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  4. Mini LBO Underwrite

See how Gemini 3.1 Pro Preview compares on this challenge:

  • Gemini 3.1 Pro Preview vs Claude Sonnet 4.6
  • Gemini 3.1 Pro Preview vs Z.ai: GLM 5

3 models have responded to the "Mini LBO Underwrite" challenge. Compare their approaches side-by-side on RIVAL. This response is part of RIVAL's open dataset of 5,600+ AI model responses.

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Back to Gemini 3.1 Pro Preview

Mini LBO Underwrite

Gemini 3.1 Pro Preview's response to the 'Mini LBO Underwrite' challenge.

Gemini 3.1 Pro Preview
February 19, 2026
Text

?
Prompt

You are underwriting a 5-year LBO for a private equity investment committee. Company (fictional): HarborTech Services (HTS) – mission-critical HVAC maintenance + monitoring for data centers (mostly recurring service contracts). Use only the information below. Do NOT browse the web. This is a fictional exercise. ENTRY (close at end of FY2025) - FY2025 revenue: $900m - FY2025 EBITDA: $120m (13.3% margin) - Purchase price: 12.0x EBITDA - Transaction fees: 2.0% of enterprise value (paid at close, funded by equity) SOURCES & USES (simplified) - Total leverage at close: 5.5x EBITDA - Term Loan: 4.0x EBITDA, 9.0% cash interest, 1.0% annual amortization - Mezzanine: 1.5x EBITDA, 12.0% cash interest + 2.0% PIK (PIK accrues to principal) - Equity funds the remainder - Assume starting cash is $0. - Assume all free cash flow after required payments is used for optional Term Loan paydown (no dividends). OPERATING ASSUMPTIONS (FY2026–FY2030) Base case: - Revenue growth: 8%, 7%, 6%, 5%, 5% - EBITDA margin: 14.0%, 15.0%, 16.0%, 16.5%, 17.0% - Capex: 3.0% of revenue - Change in NWC: 0.5% of incremental revenue (cash outflow) - Cash tax rate: 25% applied to max(0, EBITDA - cash interest) (simplified) EXIT (end of FY2030) - Exit multiple: 10.5x FY2030 EBITDA - Exit fees: 1.0% of enterprise value - Mezzanine (including PIK) is repaid at exit. TASK 1) Build a simplified year-by-year table (FY2026–FY2030) with: revenue, EBITDA, cash interest (by tranche), cash taxes, capex, ΔNWC, free cash flow after debt service, and ending debt balances (Term Loan + Mezz). 2) Compute equity IRR and MOIC. 3) Provide a sensitivity table of equity IRR vs exit multiple (9.5x / 10.5x / 11.5x) and exit-year EBITDA margin (16% / 17% / 18%). 4) List 5 underwriting risks and 5 concrete downside protection levers. Keep it concise, but show the math clearly.

Gemini 3.1 Pro Preview
Response

gemini-3.1-pro-preview logo
Gemini 3.1 Pro PreviewMini LBO Underwrite
gemini-3.1-pro-preview logo
Gemini 3.1 Pro Preview

Here is the underwriting analysis for HarborTech Services (HTS) based on the provided parameters.

1. Entry Valuation & Sources/Uses (FY2025)

  • Purchase Enterprise Value (EV): $1,440.0m (12.0x $120m EBITDA)
  • Transaction Fees: $28.8m (2.0% of EV)
  • Total Uses: $1,468.8m
  • Term Loan (4.0x): $480.0m
  • Mezzanine Debt (1.5x): $180.0m
  • Sponsor Equity: $808.8m (Total Uses less Total Debt)

2. 5-Year Financial Projections (FY2026 – FY2030)

Assumptions: TL required amort is 1.0% of original principal ($4.8m/yr). Mezzanine PIK accrues at 2.0% annually. Cash taxes exclude PIK from interest deductions.

($ in millions)FY2026FY2027FY2028FY2029FY2030
Revenue972.01,040.01,102.41,157.61,215.4
Growth %8.0%7.0%6.0%5.0%5.0%
EBITDA136.1156.0176.4191.0206.6
Margin %14.0%15.0%16.0%16.5%17.0%
(-) Term Loan Cash Interest (9.0%)(43.2)(41.0)(37.6)(32.8)(26.8)
(-) Mezzanine Cash Interest (12.0%)(21.6)(22.0)(22.5)(22.9)(23.4)
(-) Cash Taxes (25%)(17.8)(23.2)(29.1)(33.8)(39.1)
(-) Capex (3.0% of Rev)(29.2)(31.2)(33.1)(34.7)(36.5)
(-) ΔNWC (0.5% of Inc. Rev)(0.4)(0.3)(0.3)(0.3)(0.3)
(-) Required TL Amortization (1.0%)(4.8)(4.8)(4.8)(4.8)(4.8)
FCF After Required Debt Service*19.133.449.061.775.8
Ending Term Loan Balance456.1417.9364.1297.6217.0
Ending Mezzanine Balance183.6187.3191.0194.8198.7
*100% of this FCF is swept to optional Term Loan paydown.

3. Exit Valuation & Returns (End of FY2030)

  • Exit EBITDA: $206.6m
  • Exit Multiple: 10.5x
  • Gross Enterprise Value: $2,169.6m
  • Less: Exit Fees (1.0% of EV): ($21.7m)
  • Net Enterprise Value: $2,147.9m
  • Less: Ending Total Debt: ($415.7m) (TL: $217.0m + Mezz: $198.7m)
  • Ending Equity Value: $1,732.2m

Returns:

  • MOIC: 2.14x ($1,732.2m / $808.8m)
  • Equity IRR: 16.5%

4. Sensitivity Analysis: Equity IRR

Assumes the exit-year EBITDA margin impacts FY2030 EBITDA, FY30 cash flow/taxes, and the resulting exit valuation.

Exit Margin \ Exit Multiple9.5x10.5x11.5x
16.0%11.7%14.6%17.2%
17.0% (Base)13.6%16.5%19.1%
18.0%15.3%18.2%20.8%

5. Underwriting Risks & Downside Protection Levers

5 Underwriting Risks:

  1. Customer Concentration: The data center market is dominated by a few hyperscalers (AWS, MSFT, Google); losing a single top-tier tenant contract could severely impact revenue.
  2. Skilled Labor Shortage & Wage Inflation: HVAC technicians are in high demand. Wage inflation could outpace service contract price escalators, compressing margins.
  3. High Entry Leverage: 5.5x starting leverage with expensive mezzanine debt leaves the business vulnerable to cash flow crunches if top-line growth stalls early in the hold period.
  4. Data Center Capex Slowdown: A macro cooling of AI/cloud infrastructure build-outs would limit new greenfield service contract opportunities, risking the 5–8% growth projections.
  5. Multiple Contraction: Entering at 12.0x leaves limited room for error. A shift in interest rates or market sentiment could compress exit multiples well below the modeled 10.5x (e.g., historical 8-9x HVAC averages).

5 Downside Protection Levers:

  1. Mission-Critical Recurring Revenue: Data center cooling is non-discretionary (downtime costs millions). High switching costs and multi-year contracts provide a highly visible, sticky revenue floor.
  2. Aggressive De-leveraging Sweep: By sweeping 100% of excess cash flow to the Term Loan, HTS rapidly de-risks the balance sheet, dropping senior leverage from 4.0x to ~1.0x by exit.
  3. Asset-Light Capex Flexibility: With maintenance capex at only 3% of revenue, management can easily defer non-essential tech/fleet upgrades to preserve cash in a recessionary scenario.
  4. Pass-Through Pricing Mechanisms: Service contracts can be structured with CPI-linked or wage-linked automatic escalators, shifting the burden of inflation directly to the end customer to protect EBITDA margins.
  5. SG&A & Route Optimization: In a downside scenario, HTS can pause hiring, consolidate technician routing (improving utilization), and cut back-office overhead to defend the 14-17% margin profile.
Mini LBO Underwrite

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About Gemini 3.1 Pro Preview

Capabilities

ConversationReasoningCode GenerationAnalysisTool UseAgentic Tool Use

Categories

TextCodeMultimodalVisionAudioVideo

Specifications

Provider
Google
Released
2026-02-19
Size
XLARGE
Context
1,048,576 tokens

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