The Level Index
RestaurantsWhere do your unit economics actually stand?
Prime cost, food cost, labor, occupancy, and cash-buffer references for U.S. QSR, fast casual, casual dining, full-service, and family dining operators. Use named source context and separately labeled planning inputs; exact verification status appears beside each reference.
Reviewed October 7, 2026. Published figures retain their own observation periods and populations. Retained source-attributed inputs with no exact capture are explicitly unverified; planning references are not a measured Level industry cohort.
$1.53T
Market size
U.S. foodservice industry (2025E) (retained historical reference, exact source not reverified here)
727K+
Establishments
Eating & drinking establishments (BLS) (retained historical reference, exact source not reverified here)
15.9M
Employment
Previously attributed NRA employment reference, vintage unverified; not the verified August 2025 release figure
+0.9%
Same-store sales
Industry SSS, full-year 2025 (retained historical reference, exact source not reverified here)
Check your own numbers
The benchmark is not the answer. Your prime-cost variance is.
Review food, labor, occupancy and cash timing in one weekly operating rhythm. A benchmark difference starts an investigation; it does not diagnose why a business fails.
In the free audit, we check:
- •prime cost by week, concept, location, and daypart
- •labor schedule variance, table turns, and throughput bottlenecks
- •occupancy burden, vendor terms, cash days, and menu contribution margin
We use this to prepare your audit before the call. Your numbers stay private.
About the data and its source basisProvenance and method for the restaurants figures on this page.
About the Data
Named source observations and separately labeled planning references answer different questions. Each verified capture retains its population and date. Previously attributed inputs without an exact retained capture are marked unverified, and do not establish a measured Level industry cohort.
Methodology
Read the evidence class and population beside each metric. A report attribution alone does not verify a value or percentile. Mixed-source table bands and planning inputs are not common quartiles; published percentiles apply only to the captured source population.
The Level CLEAR Framework
Five pillars of restaurants financial health
Every metric in the Level Index maps to one of five pillars. Together they give you a complete picture of where money is made, lost, stuck, or at risk.
Build a dated cash schedule for payroll, rent, suppliers and card settlements. Profit and liquidity answer different questions.
Track fully loaded labor, sales per paid hour, shift workload and turnover. Consider service quality and demand before changing staffing.
Measure food and labor on the same net-sales denominator. Prime cost is one input alongside rent, royalties, overhead and financing.
Separate traffic, menu prices, channel mix and order contribution. Higher reported sales do not establish more guests or profitable growth.
Review rent, lease dates, franchise obligations, catering concentration, weather and tourism exposure against actual cash and contribution.
Owner decision
Separate traffic, menu price and channel contribution before treating sales growth as progress.
Previously attributed Black Box 2025 sales and traffic observations are historical context, with exact captures not retained here. NRA labor group comparisons describe survey respondents and do not establish a causal staffing effect. Build your own bridge from guests and orders to net sales, food, labor, occupancy and cash.
Prime cost is one decision input. Verify source definitions and test staffing, pricing or menu changes against actual contribution and service quality.
Source: NRA published respondent context and Level operating method
A historical cash-buffer observation is context, not a current cash target.
Cash Buffer Days: Published 2015 Chase Medians and Planning Buffers
Source / sample: 597,000 eligible Chase account businesses overall in 367 metropolitan areas; restaurant subgroup count not captured
JPMorgan Chase Institute published 16 restaurant and 27 overall median cash-buffer days using 597,000 small businesses' February-October 2015 transactions in its 2016 report. These are historical average balance/average daily outflow ratios, not 2026 medians. The 30/60-day displayed values are Level planning cases. Build a dated forecast from your actual obligations and funding access rather than treating one ratio as a failure rule.
Source basis
Definition: Average daily cash balance/average daily cash outflows for the source period. Planning targets are independent scenario inputs.
Source: JPMorgan Chase Institute, September 2016 Cash Flows, Balances, and Buffer Days, February-October 2015 observations
Labor-cost group differences need concept and volume context.
Labor Cost % of Sales: Published LSR 2024 Median and Retained References
Source / sample: More than 900 operators overall in the 2025 Abstract, observations from 2024; exact segment and prior profit/loss edition samples not captured
NRA 2025 commentary reports 2024 respondent medians from an Abstract based on more than 900 operators. The retained profit/loss subgroup values remain separately attributed references; they are not staffing-cause estimates. Compare your sales, covers, paid hours and other costs before changing shifts.
Source basis
Definition: Salaries, wages and benefits divided by same-period sales for the published NRA respondent median. Define other loaded labor costs separately in your own plan; unverified profit/loss references may use different report editions.
Source: NRA August 2025 commentary verifies only the 31.7% LSR 2024 respondent median in this chart; remaining profit/loss values have unverified prior attribution
Calculate your own prime cost rather than adding source medians.
Prime Cost (Food + Labor) % of Sales
Source / sample: Displayed inputs are Level planning cases, not source medians
The retained 64% and 68% chart values are Level planning cases. Separately, 32.4+31.7=64.1 and 32.0+36.5=68.5 are sums of published food and labor medians, not prime-cost medians. NRA separately publishes a 65% limited-service prime-cost median for its 2024 respondents. The 70/75/80% inputs are planning sensitivities, not distress predictions. Use one net-sales denominator and reconcile actual costs.
Source basis
Definition: Actual prime cost=(food and beverage cost+fully loaded labor cost)/same net-sales denominator. Separate component medians cannot be added to estimate the median of their sum.
Source: Level planning cases; separate NRA 2025 Abstract commentary on 2024 respondent medians
Food-cost medians apply to their respondent segment and sales denominator.
Food + Non-Alcoholic Beverage Cost % of Sales: Published 2024 Medians and Planning Inputs
Source / sample: NRA 2025 Abstract commentary on 2024 respondents; other displayed inputs are Level planning cases
NRA 2025 commentary gives 2024 food and non-alcohol beverage cost medians of 32.4% for limited-service and 32.0% for full-service respondents. The other 38/33/27% displayed values are retained planning inputs with no captured percentile proof. A lower ratio does not establish lower dollar spending or a particular causal operating improvement.
Source basis
Definition: Food and nonalcoholic-beverage costs divided by matching sales for the published NRA respondent medians. Planning inputs are separate; do not substitute alcoholic-beverage sales or total operating expenses as denominator.
Source: NRA September 2025 food-cost commentary on 2024 respondents, published 32.4% LSR/32.0% FSR medians; separate Level planning inputs
Model each order channel with its actual fees and cost scope.
Illustrative $100-Order Contribution by Channel (Assumed Item Margin and Fees)
Source / sample: Independent Level order-contribution scenarios; actual fee bases and contract tiers require verification.
This illustration assumes a $100 order and 68% item margin before labor and overhead. Pickup additionally assumes a 2 percentage-point cost, giving 66%; marketplace examples subtract 25/30 percentage-point fees, giving 43/38%. These are independent Level scenario assumptions, not guaranteed channel fees or margins. Verify contract tier, commission base, prices, packaging, payment costs and incremental labor.
Source basis
Definition: Illustrative retained order contribution divided by assumed order revenue: assumed item margin less fee percentage points on the same $100 order base. Labor, overhead and other costs are outside this model.
Source: Level illustration using assumed item margin and fee sensitivities, not measured channel results
Translate turnover assumptions into a staffing-cost model.
Hourly Turnover References (Different Attributed Reporting Windows)
Source / sample: Retained context: Black Box Intelligence, Workforce Report 2025. Exact report population/positions are not certified unless a bar is explicitly labeled published below.
The retained Black Box-attributed turnover inputs use different periods and segments; exact values are not independently reverified here. In a separate illustration, 30 employees x 110% turnover x $2,700 assumed replacement cost equals $89,100, not a measured saving. Verify annualized definitions, actual replacements and cost before deciding a retention budget.
Source basis
Definition: Employee exits divided by eligible average headcount for the defined reporting period, annualized only with a stated method. Prior source references use different segments and periods and are not a common cohort.
Source: Previously attributed source context (exact values not reverified): Black Box Intelligence, Workforce Trends Q3 2025
Compare occupancy cost with lease terms and total contribution.
Occupancy Cost References (Historical Attribution Not Reverified)
Source / sample: Retained context: NRA 2024 occupancy commentary. Exact report population/positions are not certified unless a bar is explicitly labeled published below.
The retained NRA-attributed occupancy references have segment and location limits, not one universal lease threshold. Verify base rent, CAM and other facility charges on the same net-sales period. A 7% or 8% sensitivity does not establish default risk; renewal dates, cash reserves and other costs matter.
Source basis
Definition: Defined occupancy costs divided by matching sales. Specify rent, CAM, taxes, insurance and facilities inclusions; exact historical source scope is unverified for these references.
Source: Previously attributed source context (exact values not reverified): National Restaurant Association, 2024 occupancy commentary
Model and segment planning references
RestaurantsIndependent retained inputs for operating scenarios. They are not measured common-cohort medians or expected outcomes.
Limited-Service Context
Previously attributed reference: reference labor cost
30.0% (profit) / 34.1% (loss)
Previously attributed report reference, exact edition, sample and value not reverified
Not a measured Level sample
Fast Casual
Planning reference: Prime cost target
55-60%
Retained planning input; exact source population unverified
Not a measured Level sample
Full-Service Context
Previously attributed reference: reference labor cost
34.2% (profit) / 42.9% (loss)
Previously attributed report reference, exact edition, sample and value not reverified
Not a measured Level sample
Full-Service
Previously attributed reference: Total occupancy cost
5.7% of sales
Previously attributed report reference, exact edition, sample and value not reverified
Not a measured Level sample
Family Dining
Owner-input review
Assess actual concept economics; no verified segment value
Retained planning input; exact source population unverified
Not a measured Level sample
Off-Premise Sales Sensitivity
Planning reference: Off-premise mix
75% off-premise planning mix; not a ghost-kitchen population statistic
Retained planning input; exact source population unverified
Not a measured Level sample
Advanced Restaurants Metrics
Sub-segment breakdowns, advanced operational metrics, and clearly labeled reference ranges for qsr, fast casual, casual & full-service operators.
Reference A, center and reference C retain the existing comparison positions. They are not common measured percentiles, ascending numerical bins or proven quality ranks. Each source observation and planning input retains its own definition and population.
Expand complete Restaurants reference table (14 metrics with source & sample notes)Includes lower, center, and upper reference points alongside evidence classification and sample disclosures.
| Metric | Reference A | Center reference | Reference C | Note |
|---|---|---|---|---|
| Prime Cost (Food + Labor) | > 70% | 60-65% | < 55% | Evidence: Retained planning or previously attributed reference; exact measurement unverified Sample: No measured common population; planning references differ Independent planning prime-cost bands. Use food and beverage cost plus fully loaded labor divided by the same net sales. Component medians cannot establish the median of their sum. |
| Pre-Tax Income Margin (FSR) | < 0% | ~3% | > 8% | Evidence: Scoped published observation plus independent planning bands Sample: More than 900 operators overall; segment count not captured NRA 2025 publication reports 2024 full-service respondent median pre-tax income of 2.8% of sales, rounded to approximately 3% here. The lower and upper bands are separate Level planning inputs, not source percentiles. The overall Abstract covers more than 900 operators; the segment sample is not captured. |
| Pre-Tax Income Margin (LSR) | < 2% | ~4% | > 10% | Evidence: Scoped published observation plus independent planning bands Sample: More than 900 operators overall; segment count not captured NRA 2025 publication reports 2024 limited-service respondent median pre-tax income of 4.0% of sales. Lower and upper bands are separate planning inputs, not source percentiles; the segment sample is not captured. |
| Gross Margin (after food + bev COGS) | < 62% | 65-70% | > 72% | Evidence: Retained planning or previously attributed reference; exact measurement unverified Sample: No measured common population; planning references differ Independent planning gross-margin bands after food and beverage cost, before labor. Use the same sales denominator; gross margin does not equal operating or net margin. |
| Cash Buffer Days (Historical Chase Definition) | < 10 days | ~16 days | > 30 days | Evidence: Scoped published observation plus independent planning bands Sample: 597,000 small businesses overall; restaurant count not captured Chase analyzed February-October 2015 transaction data for 597,000 eligible nonseasonal Chase account businesses in metropolitan areas overall, publishing in 2016. Restaurant median cash-buffer days were 16; the restaurant subgroup size is not captured. Cash-buffer days use average daily balance divided by average daily outflows. Other displayed values are planning sensitivities, not current percentiles. |
| Food Cost % (LSR) | > 38% | 32.4% | < 27% | Evidence: Scoped published observation plus independent planning bands Sample: More than 900 operators overall; segment count not captured NRA 2025 commentary reports 2024 limited-service respondent median food and nonalcoholic beverage cost at 32.4% of sales. The 38/27% bounds are separate planning comparisons, not source percentiles; the subgroup sample is not captured. |
| Food Cost % (FSR) | > 38% | 32.0% | < 27% | Evidence: Scoped published observation plus independent planning bands Sample: More than 900 operators overall; segment count not captured NRA 2025 commentary reports 2024 full-service respondent median food and nonalcoholic beverage cost at 32.0% of sales. The 38/27% bounds are separate planning comparisons, not source percentiles; the subgroup sample is not captured. |
| Beverage Cost % (bev sales) | > 30% | 20-24% | < 18% | Evidence: Retained planning or previously attributed reference; exact measurement unverified Sample: No measured common population; planning references differ Independent beverage-cost planning bands with beverage sales as denominator. Define alcoholic/nonalcoholic mix, waste and inventory cutoff before comparing. |
| Occupancy Cost % (FSR) | > 8% | 5.7% | < 4% | Evidence: Retained planning or previously attributed reference; exact measurement unverified Sample: No measured common population; planning references differ The center is a previously attributed full-service occupancy reference without a retained exact source capture. Lower/upper bands are planning inputs. Reconcile rent, CAM and facilities costs with consistent net sales. |
| Sales per Labor Hour (FSR) | < $50 | $65-$90 | > $100 | Evidence: Retained planning or previously attributed reference; exact measurement unverified Sample: No measured common population; planning references differ Independent sales-per-labor-hour planning bands. Use actual productive and paid hours and the same sales period; concept mix and service requirements change comparability. |
| Hourly Turnover (FSR) | > 130% | 92% | < 70% | Evidence: Retained planning or previously attributed reference; exact measurement unverified Sample: No measured common population; planning references differ The center is a previously attributed historical workforce-turnover reference with exact source population unverified. Other bands are planning inputs; measure exits and eligible average headcount before comparison. |
| Off-Premise Mix (FSR) | < 20% | 30% | > 45% | Evidence: Retained planning or previously attributed reference; exact measurement unverified Sample: No measured common population; planning references differ The center is a previously attributed off-premise mix reference with exact vintage and respondent sample unverified. The outer bands are planning inputs; define eligible orders and sales consistently. |
| Marketing % of Sales | < 1% | 3-6% | 5-8% | Evidence: Retained planning or previously attributed reference; exact measurement unverified Sample: No measured common population; planning references differ Independent marketing-spend planning bands, not a measured return ranking. Test incremental contribution and cash timing before changing the budget. |
| 5-Year Survival Rate | - | ~51% | - | Evidence: Retained planning or previously attributed reference; exact measurement unverified Sample: No measured common population; planning references differ The approximately 51% reference was previously attributed to BLS NAICS 72 establishment survival, which includes accommodation as well as food services. The precise cohort/vintage is not reverified here; it is neither restaurant-only nor a company-specific failure probability. |
Restaurant & Multi-Unit Hospitality Software Stack
POS, Kitchen Inventory, Reservation Deposits, and Restaurant GL Handoffs
Restaurants run on daily cash and weekly prime cost, but most accounting setups only reconcile bank deposits once a month. True store-level margin requires tying POS Z-tapes, third-party delivery payouts, invoice-level food COGS, and reservation deposits into QuickBooks Online or Restaurant365.
POS, Labor & Reservation Layer
Toast, Square for Restaurants, 7shifts, Resy & SevenRooms
Tracks menu-mix gross sales, modifiers, tips, house service fees, shift clock-ins, and prepaid per-person reservation or private-dining deposits.
AP & Back-of-House COGS
MarginEdge, xtraCHEF, QuickBooks Online & Restaurant365
Line-item OCR on Sysco, US Foods, and local purveyor invoices maps ingredients directly to food, beverage, and packaging COGS categories for weekly prime-cost reporting.
Where the Seam Breaks
Delivery marketplace net wires, commissary transfers & deposit timing
Recording DoorDash or UberEats net payouts as sales understates food revenue and hides 15% to 30% commission drag; booking SevenRooms deposits on reservation day overstates current-period sales.
| Software / Ledger | Operational Role & Best Fit | Typical Cost & Paired Ledgers | Where the Subledger-to-GL Seam Breaks |
|---|---|---|---|
| Toast POS / Square for Restaurants | Point of sale, menu mix, kitchen display & daily Z-tape journal Single-unit and multi-unit full-service restaurants, cafes, fast-casual groups ($1M to $50M+) | Pricing: $0 to $165+/mo per terminal + payment processing and payroll/loyalty add-ons Ledgers: QuickBooks Online, Restaurant365, Xero, Sage Intacct (via MarginEdge / Shogo / native sync) | Daily POS summaries must balance gross food and beverage sales, comps/voids, sales tax payable, tips payable, gift cards issued/redeemed, and card processor clearing. If the daily journal entry does not zero out the POS clearing balance within 2 to 3 business days, missing batch deposits go unnoticed. |
| MarginEdge / Toast xtraCHEF + Bill.com (BILL) | Invoice OCR, recipe costing, purveyor ACH bill pay & POS-to-GL bridge Operators tracking weekly prime cost and centralizing vendor AP across 1 to 30+ locations | Pricing: MarginEdge ~$300 to $350/location/mo; Bill.com $45 to $79/user/mo Ledgers: QuickBooks Online, Restaurant365, Sage Intacct, Xero | Without beginning and ending shelf inventory counts (or when commissary and roastery transfers are left unrecorded), invoice-only COGS swings wildly. Also, if MarginEdge Bill Pay and Bill.com both sync to QuickBooks Online without a single AP owner, purveyor bills duplicate on the AP aging report. |
| Resy / SevenRooms / OpenTable | Reservation releases, prepaid ticket/deposit checkout & private-event holds High-demand full-service restaurants, tasting-menu rooms, and hospitality groups | Pricing: Platform subscription (~$250 to $800+/location/mo) + Stripe processing on prepaid deposits Ledgers: Stripe / POS clearing into QuickBooks Online or Restaurant365 | High-demand dining rooms often release reservations weeks in advance with a prepaid per-person deposit or cancellation fee. When Stripe settles that deposit before the guest dines, it must credit Unearned Deposit Liability and release to revenue only when applied to the table check or forfeited. |
| DoorDash, UberEats & Grubhub Portals | Third-party delivery marketplace orders, promotions & weekly net payouts Fast-casual, cafe/bakery, and neighborhood restaurants with 15% to 40% off-premise mix | Pricing: 15% to 30% marketplace commission + merchant-funded promo deductions and error-charge adjustments Ledgers: QuickBooks Online, Restaurant365 (via daily gross-to-net clearing journal) | Booking the weekly net ACH deposit from DoorDash or UberEats directly to food sales shrinks your top-line revenue denominator, artificially inflates food and labor cost percentages by 4 to 8 points, and hides disputed order-error chargebacks. |
| QuickBooks Online vs. Restaurant365 | General ledger, 13-period / 4-4-5 calendar, multi-unit consolidation & AP QBO + MarginEdge for 1 to 8 units; Restaurant365 for multi-unit groups needing native 4-4-5 calendars and commissary accounting | Pricing: QBO $99 to $235/mo + MarginEdge; Restaurant365 ~$450 to $900+/location/mo Ledgers: Primary General Ledger of record | Calendar-month P&Ls have a 4-to-5-weekend swing (a month with five Fridays and Saturdays looks artificially profitable compared to a four-weekend month). Operators on QBO need weekly prime-cost trackers and end-of-month payroll accruals to avoid false margin signals. |
Operator Reconciliation Playbooks & Accounting Controls
Compare all industry accounting & ERP stacks →Multi-Unit Cafe, Roastery & Omnichannel HospitalitySplitting store POS, delivery marketplaces, wholesale, and DTC on one chart of accounts
Hospitality brands that operate multiple retail cafe or restaurant locations alongside an online store and wholesale accounts need a strict channel-segmented P&L rather than one blended sales account.
Splitting store POS, delivery marketplaces, wholesale, and DTC on one chart of accounts
Hospitality brands that operate multiple retail cafe or restaurant locations alongside an online store and wholesale accounts need a strict channel-segmented P&L rather than one blended sales account.
- Separate store-level POS sales (by location class in QuickBooks Online) from DTC ecommerce and wholesale invoicing so four-wall store contribution margin is never subsidized by online sales.
- Record third-party delivery marketplace orders at gross menu price, book the 15% to 30% platform commission and merchant promos into dedicated delivery-cost lines, and reconcile net payouts through a marketplace clearing account.
- When a central commissary or roastery supplies multiple retail locations, price inter-location transfers at standard landed cost so the production site does not absorb all raw-material COGS while retail stores look artificially high-margin.
High-Demand Full-Service & Private DiningAccounting for advance reservation releases and prepaid per-person deposits
Destination restaurants using Resy or SevenRooms frequently collect prepaid per-person deposits or hold non-refundable booking fees ahead of the reservation date.
Accounting for advance reservation releases and prepaid per-person deposits
Destination restaurants using Resy or SevenRooms frequently collect prepaid per-person deposits or hold non-refundable booking fees ahead of the reservation date.
- Prepaid deposits collected at booking time are customer liabilities, not earned food-and-beverage sales. Map Stripe reservation deposit payouts to an Unearned Reservation Deposit Liability account.
- When the guest checks in and closes the POS check, the applied deposit transfers from the liability clearing account to the POS settlement batch; unredeemed no-show forfeitures transfer to a separate Forfeited Deposit Revenue line net of sales tax requirements.
- Reconcile the open reservation-deposit liability register at month-end against future booked covers in SevenRooms or Resy so stale unapplied deposits do not build up on the balance sheet.
Closed-Month Restaurant Prime-Cost & POS Diagnostic
Want us to reconcile your Toast POS Z-tapes, MarginEdge COGS, delivery payouts, and QuickBooks prime cost?
We test one closed month across your daily POS clearing accounts, DoorDash/UberEats gross-to-net commissions, Resy/SevenRooms prepaid deposit liabilities, and multi-unit commissary transfers. Named platforms reflect evaluated workflows, not vendor partnerships.
How POS Z-tapes, delivery payouts & prepaid reservation deposits reconcile to QuickBooksWhy net DoorDash wires, unrecorded commissary transfers, and 14-day SevenRooms/Resy deposits distort store-level prime cost.
Single-unit and multi-unit hospitality operators running Toast or Square POS, MarginEdge or xtraCHEF, and QuickBooks Online or Restaurant365 face three recurring accounting breaks that skew weekly food and labor percentages:
- Gross vs. Net Third-Party Delivery Accounting: Recording net DoorDash, UberEats, and Grubhub bank payouts as top-line sales understates gross food revenue and hides 15% to 30% marketplace commissions plus merchant-funded promos. Always post gross menu sales from the POS/portal summary and clear net payouts against a dedicated delivery clearing account.
- Prepaid Reservation Deposit Liability (Resy / SevenRooms): High-demand dining rooms that release tables 14 to 15 days ahead with a $50/person deposit collect Stripe payouts weeks before service. Credit those payouts to Unearned Reservation Deposit Liability and release them to revenue only when applied to the closed table check or forfeited under the no-show policy.
- Commissary Transfers & Calendar Weekend Drift: Multi-unit cafes, bakeries, and restaurant groups that roast or prep in a central facility must price inter-location transfers at standard landed cost and accrue stub-period wages at month-end so 5-weekend calendar months do not create false margin spikes.
Benchmarks for other service businesses
Simple pricing
Three tiers, one ladder.
$500+/mo
Bookkeeping
The clean data layer: monthly books, reconciliations, and organized financials AI can work with.
$1,500-$5,000/mo
Scale
The full AI operating layer: custom agents, weekly actions, and benchmarks to grow margin per hour.
Custom
Platform / Multi-Office
Multi-branch benchmarking and scorecards for PE-backed and multi-location groups.
How does your restaurant compare?
Compare these references with your own revenue, costs and cash records, then choose the pricing, staffing or collection change to test first.
No commitment. Real numbers, not generic advice.
Frequently asked questions
What is a healthy prime cost for a restaurant?
Calculate food/beverage plus fully loaded labor divided by the same net sales. NRA separately reported 65% median prime cost for its 2024 limited-service respondents. The 64/68/70/75/80% chart entries are Level scenarios, not healthy/distress rankings. Component median sums 64.1/68.5% are not median prime costs.
What labor cost percentage should a restaurant target?
NRA 2025 commentary reports 2024 median payroll and benefits at 31.7% of sales for limited-service and 36.5% for full-service respondents, in an Abstract based on more than 900 operators. These are observations, not targets; match concept, volumes, service requirements and all costs before planning a shift change.
How much cash should a restaurant keep on hand?
The 16-day restaurant observation is from Chase 2015 transactions, published 2016. The <10 and >30-day table bands and 30/60-day chart cases are independent planning sensitivities, not current industry medians. Forecast actual payroll, rent, suppliers, settlements and available funding, including downside timing.
Is the '90% of restaurants fail' statistic true?
No supplied source establishes a 90% restaurant-failure figure. The retained 51% five-year reference was previously attributed to BLS NAICS 72 establishment cohorts, which also include accommodation businesses; exact vintage is not reverified here. It is not a restaurant-only owner failure probability. Verify the cohort and period before using a survival statistic in a business decision.
What's the right occupancy cost as a percentage of sales?
The retained 5.7/5.2% restaurant references were attributed to full-service/limited-service respondents; exact capture is not retained here. Use actual rent, CAM and facility costs against consistent net sales. Model renewal and sales scenarios, then review contractual alternatives; no threshold alone establishes default risk.
Why do restaurant QuickBooks ledgers misstate prime cost when syncing Toast POS, DoorDash payouts, and SevenRooms or Resy deposits?
Three recurring subledger errors distort restaurant prime cost in QuickBooks Online: (1) booking net weekly ACH deposits from DoorDash, UberEats, or Grubhub directly to food sales instead of recording gross menu revenue and separating the 15% to 30% platform commission into delivery expense, which shrinks the revenue denominator and inflates food and labor percentages by 4 to 8 points; (2) recording prepaid per-person reservation deposits ($50/cover collected 14 to 15 days in advance via Resy or SevenRooms) as immediate sales on booking day instead of holding them in an Unearned Reservation Deposit Liability account until the guest dines; and (3) expensing bulk commissary or roastery purveyor invoices on purchase date without tracking inter-store transfers or beginning/ending shelf inventory.
Sources
- • National Restaurant Association, 2025 Restaurant Operations Data Abstract commentary on 2024 respondents (only values with an exact captured source are verified; other attribution is historical context)
- • Black Box Intelligence, monthly industry trends + workforce reports (only values with an exact captured source are verified; other attribution is historical context)
- • Technomic, Top 500 Chain Restaurant Report (only values with an exact captured source are verified; other attribution is historical context); background only, no displayed numeric value
- • BLS, QCEW + Business Employment Dynamics (only values with an exact captured source are verified; other attribution is historical context)
- • FRED, Census Service Annual Survey (NAICS 722) (only values with an exact captured source are verified; other attribution is historical context); background only, no displayed numeric value
- • Public chain 10-Ks (cash conversion, DPO, DSO) (only values with an exact captured source are verified; other attribution is historical context) (background only; no displayed value exactly verified here)
- • Level operating guidance; no measured Level restaurant cohort is supplied. Contractor research is a separate population.
- • National Restaurant Association August 20 2025 Restaurant Operations Data Abstract release, 2024 respondent pretax and prime-cost observations; not goals.
- • JPMorgan Chase Institute 2016 cash-buffer report using February-October 2015 eligible nonseasonal Chase account transactions.
The Level Index combines named research sources with clearly labeled Level estimates. Each figure has its own source, time period and definition. The planning ranges are examples, rather than measured results from Level clients. Check that your business model and accounting methods fit the comparison. © 2026 Level. All rights reserved.
Read the source basis and limits beside each reference. Definitions and sample sizes are shown when captured from the reviewed source. Download this dataset (JSON, free to cite).