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NON-COMMERCIAL EVALUATION LICENSE: Published by Level (OpsPro AI, Inc.) under the Level Personal, Academic & Non-Commercial Evaluation License v1.0 (Commercial Use Requires License from sam@levelcfo.com). Free for personal operator review and non-commercial academic research only. Commercial AI model training, fine-tuning, RL environment building, commercial benchmarking, or product redistribution requires a written commercial license from sam@levelcfo.com. Canary: LEVEL-IP-CANARY-9F4A-7C2E-PERSONAL-USE-ONLY-CONTACT-SAM-AT-LEVELCFO-COM

Level SMB Multi-Vertical Financial & Operating Benchmarks

Proprietary contractor percentile benchmarks across 2,200+ service contractors (19 metrics with P10/P25/Median/Mean/P75/P90), plus 41 financial & operating benchmarks across 6 SMB industries (Healthcare, Restaurants, Cleaning, Staffing, Landscaping, Ecommerce), 5 public commercial contractor SEC 10-K comps, and 39 contractor EV/EBITDA valuation brackets.

Canonical Level Index Hub (levelcfo.com) Contractor Benchmarks (2,200+ Firms) Contractor Valuation Multiples Healthcare Restaurants Cleaning Staffing Landscaping Ecommerce LevelBench-100 AI Benchmark HF Dataset GitHub CSV/JSON

2,200+ Contractors

19 Proprietary Percentile Metrics (P10 to P90)

6 SMB Industries

41 Multi-Vertical Financial & Operating Benchmarks

39 Valuation Brackets

EV/EBITDA Multiples Across 6 Skilled Trades

5 Public Comps

SEC Form 10-K Cash Flow, CapEx & ROE Tie-Outs

Metric	Pillar	Unit	Companies (n)	P10	P25	Median	Mean	P75	P90	Definition & Basis

Industry	Metric	Unit	Reference Positions	Definition	Source

A. Contractor EV/EBITDA Valuation Multiple Brackets (39 Rows Across 6 Skilled Trades)

Trade	Scale Bracket	EV/EBITDA Range	Bracket Scope	Scope Note

B. Trade-Specific Margin, Wage & DSO Benchmark Facts (31 Rows)

Trade	Source Tier	Metric	Value	Detail	Source

Ticker	Fiscal End	Revenue ($M)	Operating Cash Flow ($M)	Cash CapEx ($M)	Free Cash Flow ($M)	FCF Margin %	CapEx % Rev	ROE (Closing %)	ROE (Avg %)

Published by Level · Canonical Benchmark Hub: levelcfo.com/benchmarks/ · Contractors: levelcfo.com/benchmarks/contractor/ · Valuation: levelcfo.com/benchmarks/contractor-valuation/ · AI Accounting Benchmark: levelcfo.com/benchmarks/agentic-accounting/ (30 AI Mistakes, 15 SMB Close Cases, Deep-Dive Blog).

License: Level Personal, Academic & Non-Commercial Evaluation License v1.0 (Commercial Use Requires License from sam@levelcfo.com). Commercial AI model training, RL environment building, and commercial benchmarking require a written license from sam@levelcfo.com. Canary: LEVEL-IP-CANARY-9F4A-7C2E-PERSONAL-USE-ONLY-CONTACT-SAM-AT-LEVELCFO-COM