Skip to content
Rival
Models
CompareBest ForArena
Sign Up
Sign Up

Compare AI vibes, not scores. Side-by-side outputs across the world's best models.

@rival_tips

Explore

  • Compare Models
  • All Models
  • Leaderboard
  • Challenges

Discover

  • AI Creators
  • AI Tools
  • The Graveyard

Developers

  • Developer Hub
  • MCP Server
  • .llmignore
  • Badges
  • RIVAL Datasets

Connect

  • Methodology
  • Sponsor
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed
© 2026 Rival
Rival
Models
CompareBest ForArena
Sign Up
Sign Up

Compare AI vibes, not scores. Side-by-side outputs across the world's best models.

@rival_tips

Explore

  • Compare Models
  • All Models
  • Leaderboard
  • Challenges

Discover

  • AI Creators
  • AI Tools
  • The Graveyard

Developers

  • Developer Hub
  • MCP Server
  • .llmignore
  • Badges
  • RIVAL Datasets

Connect

  • Methodology
  • Sponsor
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed
© 2026 Rival
  1. Home
  2. Models
  3. Claude Opus 4.1
  4. Mini LBO Underwrite

See how Claude Opus 4.1 compares on this challenge:

  • Claude Opus 4.1 vs Claude Sonnet 4.6
  • Claude Opus 4.1 vs Gemini 3.1 Pro Preview
  • Claude Opus 4.1 vs Z.ai: GLM 5

4 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.

Rival
Models
CompareBest ForArena
Sign Up
Sign Up
Back to Claude Opus 4.1

Mini LBO Underwrite

Claude Opus 4 1's response to the 'Mini LBO Underwrite' challenge.

Claude Opus 4.1
February 8, 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.

Claude Opus 4.1
Response

claude-opus-4.1 logo
Claude Opus 4.1Mini LBO Underwrite
claude-opus-4.1 logo
Claude Opus 4.1

1. SIMPLIFIED LBO MODEL

Entry Calculations

  • Enterprise Value: 12.0x × $120m = $1,440m
  • Transaction Fees: 2.0% × $1,440m = $28.8m
  • Term Loan: 4.0x × $120m = $480m
  • Mezzanine: 1.5x × $120m = $180m
  • Total Debt: $660m
  • Equity Investment: $1,440m - $660m + $28.8m = $808.8m

Year-by-Year Projections (FY2026-FY2030)

$ millionsFY2026FY2027FY2028FY2029FY2030
Revenue972.01,040.01,102.41,157.51,215.4
EBITDA136.1156.0176.4191.0206.6
Cash Interest:
Term Loan (9%)43.238.934.530.025.4
Mezz Cash (12%)21.621.621.621.621.6
Total Cash Interest64.860.556.151.647.0
Cash Taxes17.823.930.134.939.9
Capex(29.2)(31.2)(33.1)(34.7)(36.5)
ΔNWC(0.4)(0.3)(0.3)(0.3)(0.3)
FCF after Debt Service23.940.156.869.582.9
Debt Balances (EOY):
Term Loan Mandatory Amort4.84.84.84.84.8
Term Loan Optional Paydown19.135.352.064.778.1
Term Loan Ending456.1416.0359.2289.7206.8
Mezz Principal180.0180.0180.0180.0180.0
Mezz PIK Accrued3.67.311.014.918.8
Mezz Ending183.6187.3191.0194.9198.8
Total Debt EOY639.7603.3550.2484.6405.6

Exit Calculations

  • Exit Enterprise Value: 10.5x × $206.6m = $2,169.3m
  • Exit Fees: 1.0% × $2,169.3m = $21.7m
  • Net Proceeds: $2,169.3m - $21.7m - $405.6m = $1,742.0m
  • Equity Return: $1,742.0m / $808.8m = 2.15x MOIC

2. RETURNS

  • MOIC: 2.15x
  • IRR: 16.6%

3. SENSITIVITY TABLE (IRR %)

Exit EBITDA Margin →16.0%17.0%18.0%
Exit Multiple ↓
9.5x13.3%14.7%16.1%
10.5x15.2%16.6%18.0%
11.5x17.0%18.4%19.8%

4. KEY RISKS & MITIGANTS

Underwriting Risks:

  1. Customer concentration - Data center consolidation could reduce customer base
  2. Technology disruption - New cooling technologies could reduce maintenance needs
  3. Margin compression - Labor cost inflation in skilled HVAC technicians
  4. Contract renewal risk - Multi-year contracts may not renew at same rates
  5. Recession sensitivity - IT spending cuts could delay maintenance

Downside Protection Levers:

  1. Covenant package - Max leverage 6.0x, min EBITDA $100m, min FCF coverage 1.25x
  2. Management rollover - Require 15-20% equity co-investment from key executives
  3. Earnout structure - Tie 10-15% of purchase price to 2-year performance targets
  4. Flex down leverage - Start at 5.0x instead of 5.5x if market conditions worsen
  5. Portability provisions - Ability to replace underperforming management without change-of-control triggers
Mini LBO Underwrite

Turn this model response into notes, narration, or a short video

Auto NotesTranscriptNarrateVideo Cut

Partner link

This output is part of our open dataset — 5K+ AI responses across 200 models

About Claude Opus 4.1

Capabilities

ConversationReasoningCode GenerationAnalysisAgentic Tool UsePlanning

Categories

TextCodeMultimodal

Specifications

Provider
Anthropic
Released
2025-08-05
Size
XLARGE
Parameters
Not disclosed
Context
200,000 tokens

Keep exploring

SAME PROMPT

Claude Sonnet 4.6's version

Same prompt, different result

COMPARE

Claude Opus 4.1 vs Gemini 3.1 Pro Preview

Both outputs, side by side

Compare AI vibes, not scores. Side-by-side outputs across the world's best models.

@rival_tips

Explore

  • Compare Models
  • All Models
  • Leaderboard
  • Challenges

Discover

  • AI Creators
  • AI Tools
  • The Graveyard

Developers

  • Developer Hub
  • MCP Server
  • .llmignore
  • Badges
  • RIVAL Datasets

Connect

  • Methodology
  • Sponsor
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed
© 2026 Rival