True Data · Data format

The shape of a contributed project

This is the exact format contributed construction-project data is normalized to. Each record type below lists its fields — what each one means and how to provide it — and the vocabularies give the allowed values for the categorical fields. Provide as much as you have; fields marked req are required, everything else is optional.

Cost is normalized to the UniFormat Level 2 elemental level and never published more finely. No individual contributed project is ever shown — only aggregate distributions across cohorts of similar projects. See the methodology for how the data is conditioned and kept private.

Record types

Project

Type

A single construction project contributed to the corpus. A project carries its descriptive attributes (type, location, delivery, sustainability and quality targets) plus a history of design checkpoints — point-in-time snapshots that hold the project's size, program, design metrics, and cost estimate as the design progressed. Schedule milestones and a risk register round out the record. Provide whatever you have; only a name and type are needed to start.

FieldTypeDescription
idreqID!GUID -- unique identifier for this project.
namereqString!The project's name.
typereqProjectType!The primary use of the project. Choose the single closest category.
statusreqProjectStatus!Where the project is in its lifecycle (in design, under construction, or complete).
sectorSectorWhether the project is privately or publicly owned and funded.
wageBasisWageBasisThe labor wage basis for the construction work — union or open shop.
deliveryMethodDeliveryMethodHow the project is contracted and delivered (e.g. design-bid-build, design-build, CM at risk).
constructionTypeConstructionTypeWhether the work is new construction, a renovation, or a tenant improvement.
cityStringThe city the project is located in.
regionStringThe state or province the project is located in.
countryreqString!The country the project is located in. Defaults to the USA.
macroRegionRegionThe broad geographic region the project falls in. If omitted, it is inferred from the state.
checkpointsreq[DesignCheckpoint!]!The project's design checkpoints — one per estimate milestone (concept, schematic design, design development, and so on). Each checkpoint captures the project's size, program, metrics, and cost estimate as of that point in design. Contribute as many as you have; a single late-stage checkpoint is fine.
createdAtreqDateTime!When this project record was first added to the corpus.
updatedAtreqDateTime!When this project record was last updated.

DesignCheckpoint

Type

A snapshot of the project at one point in design — usually tied to an estimate milestone such as schematic design (SD) or design development (DD). A project has one checkpoint per milestone, each holding the project's size, program breakdown, design metrics, and cost estimate as they stood at that time.

FieldTypeDescription
idreqID!A unique reference for this checkpoint.
projectreqProject!The project this checkpoint belongs to.
phasereqDesignPhase!The design phase this snapshot represents.
datereqDateTime!The as-of date this estimate/snapshot was produced. Used to escalate costs and filter for relevance.
programRequirementsreqProgramRequirements!Description of special requirements on this project. Benchmarks correlate these with cost/schedule/risk.
schedulereq[ScheduleMilestone!]!Major schedule milestones for the project. Benchmarks compare the durations between them.
riskRegisterreq[RiskRegisterEntry!]!The risks tracked for the project, each scored by likelihood and impact.
componentsreq[DesignElementComponent!]!The project broken into its component areas at this checkpoint (e.g. residential tower, parking, retail podium), each classified by use type, program class, and space function.
costLinesreq[CostLineItem!]!The cost estimate at this checkpoint, as elemental line items coded to UniFormat.
currencyCurrencyThe currency every cost line in this checkpoint's estimate is expressed in. Defaults to US dollars.
expectedContingencyPctFloatThe cost contingency carried for the project, as a percentage of construction cost (e.g. 7.5).
metricValuesreq[MetricValue!]!Project-wide design and program metrics at this checkpoint (e.g. exterior wall area, window area, annual energy use). Every checkpoint must include GROSS_FLOOR_AREA, SITE_AREA, STORY_COUNT, and BELOW_GRADE_STORY_COUNT; all other metrics are optional.

ProgramRequirements

Type

A description of targets and special program requirements for this project.

FieldTypeDescription
specialSiteRequirementsSpecialSiteRequirementsDegree of site difficulty — subsurface conditions and grade variation.
sustainabilityTargetSustainabilityTargetThe project's energy or sustainability certification target, if it has one.
hvacApproachHvacApproachThe primary HVAC generation approach, which drives mechanical space and cost.
finishQualityFinishQualityThe overall finish and quality level of the project, from economy to luxury.
foundationBearingConditionFoundationBearingConditionThe expected subsurface / bearing conditions and the foundation type they imply.
seismicDesignCategorySeismicDesignCategoryThe ASCE 7 seismic design category for the site.
safetySecuritySafetySecurityLevelThe level of life-safety, security, and protective design the project requires.
pneumaticTubeBooleanWhether the project includes a pneumatic tube system.
itInfrastructureCablingBooleanWhether the project includes IT infrastructure / structured cabling.
signalBoostingBooleanWhether the project includes in-building signal boosting (e.g. a DAS).
soundSystemsBooleanWhether the project includes sound systems.
audioVisualSystemsBooleanWhether the project includes audio / visual systems.
clockSystemsBooleanWhether the project includes synchronized clock systems.
wirelessTrackingLocatingBooleanWhether the project includes wireless tracking / real-time locating systems.
nurseCallBooleanWhether the project includes a nurse-call system.
firePumpBooleanWhether the project includes a fire pump.
lightningProtectionBooleanWhether the project includes lightning protection.
industrialAirConditioningBooleanWhether the project includes industrial air conditioning.
fireWaterTankBooleanWhether the project includes a fire-water storage tank.
specialMedicalSystemsBooleanWhether the project includes special medical systems (e.g. medical gas).
windowTreatmentBooleanWhether the contribution includes window treatments.
appliancesBooleanWhether the contribution includes appliances.
interiorSignageBooleanWhether the contribution includes interior signage.
exteriorSignageBooleanWhether the contribution includes exterior signage.

DesignElementComponent

Type

A portion of the project grouped by how it is used — for example a residential tower, a parking structure, or a hospital's surgical platform. Attributing costs and metrics to a component lets benchmarks compare like-for-like areas across projects. Three fields classify a component on two distinct axes: useType names the owner program area it serves, programClass names where it sits in the building's anatomy, and functionType names the specific space function below useType. A hospital surgery component, for instance, is useType: HEALTHCARE_INPATIENT, programClass: FUNCTIONAL_SPACES, functionType: OPERATING_ROOMS; the garage beneath it is useType: PARKING, programClass: FUNCTIONAL_SPACES, functionType: BELOW_GRADE_PARKING.

FieldTypeDescription
idreqID!A unique reference for this component.
checkpointreqDesignCheckpoint!The checkpoint this component belongs to.
namereqString!A short label for this component, e.g. "Residential Tower", "Below-grade Parking", or "Surgical Platform".
useTypereqUseType!The owner program area this component serves. Drives which program metrics apply — each UseType value's description names the key Metric values to provide.
programClassProgramClassWhere this component sits in the building's anatomy — sitework, core, shell, or one of the space classes. Provide it when the contribution breaks areas or costs down this way.
functionTypeFunctionTypeThe specific function of the space, refining useType — e.g. OPERATING_ROOMS within HEALTHCARE_INPATIENT. Provide it when the component is dominated by one function. Should be consistent with useType; this is checked during normalization, not enforced by the schema.
costLinesreq[CostLineItem!]!Cost line items attributed to this component.
metricValuesreq[MetricValue!]!Program and design metrics for this component — the key program counts for its use type (e.g. UNIT_COUNT for RESIDENTIAL, BED_COUNT for HEALTHCARE_INPATIENT) plus shared measures like GROSS_FLOOR_AREA and GROSS_EXTERIOR_WALL_AREA.

MetricValue

Type

A single measured value for a metric. Every value belongs to either a checkpoint (a project-wide metric) or a component (a metric for one use-type area). Provide values in whatever unit you measured; they are normalized to the metric's canonical unit before benchmarking.

FieldTypeDescription
idreqID!A unique reference for this measured value.
metricreqMetric!Which metric this value measures.
valuereqFloat!The measured number, in `unit` — or in the metric's canonical unit if `unit` is omitted.
unitUnitThe unit the value is expressed in. Must match the metric's dimension (e.g. an area unit for GROSS_FLOOR_AREA); if omitted, the metric's canonical unit is assumed.
ownerreqMetricValueOwner!What the value is measured against — the whole project at a checkpoint, or a single component.

CostLineItem

Type

One elemental line of a cost estimate, classified by UniFormat code. Where possible a line is attributed to a design component so cost ties back to a specific part of the project. Benchmarks are only ever published at UniFormat Level 2 or coarser — never as finer-grained unit prices.

FieldTypeDescription
idreqID!A unique reference for this cost line.
checkpointreqDesignCheckpoint!The checkpoint estimate this line belongs to.
componentDesignElementComponentThe design component this cost is attributed to, if known.
uniformatCodereqString!The UniFormat classification code for this line, e.g. "B2010" (exterior walls). Provide at least Level 2 (e.g. "B20").
descriptionreqString!A short description of what the line covers.
costreqFloat!The line's cost in the checkpoint's currency (US dollars unless stated), as estimated — before any time, location, or currency normalization.

ScheduleMilestone

Type

A dated milestone in the project schedule. The durations between milestones are what schedule benchmarks compare.

FieldTypeDescription
namereqString!The milestone's name, e.g. "Notice to Proceed" or "Substantial Completion".
datereqDateTime!The date the milestone is planned for or was reached.

RiskRegisterEntry

Type

An entry in the project's risk register, scored by likelihood and impact.

FieldTypeDescription
descriptionreqString!A short description of the risk.
likelihoodreqInt!How likely the risk is to occur, on a 1–5 scale.
costImpactreqInt!How severe the cost impact would be if it occurs, on a 0–5 scale.
scheduleImpactreqInt!How severe the schedule impact would be if it occurs, on a 0–5 scale.
Vocabularies & value types

DateTime

Scalar

A calendar date in ISO-8601 form, e.g. `2024-06-20`. Only the date is used, not the time of day.

UseType

Enum

The owner program area a component serves — what the space is for, in the owner's terms. Classifies the major program areas that carry different owner-driven program metrics; each value's description names the key Metric values to provide for components of that use. Choose the single closest category, and split a genuinely mixed area into separate components rather than forcing one value. Orthogonal to ProgramClass (where the component sits in the building's anatomy) and refined by FunctionType (the specific space function).

RESIDENTIAL
Market-rate, affordable, student, and condominium dwelling areas — the units and the residential floors that hold them. Key program metrics: UNIT_COUNT, BEDROOM_COUNT, RENTABLE_FLOOR_AREA.
SENIOR_LIVING
Independent living, assisted living, memory care, and skilled nursing. Key program metrics: BED_COUNT, UNIT_COUNT.
HOSPITALITY
Hotel and resort guest-room areas with their front-of-house amenities. Key program metrics: KEY_COUNT, AMENITY_AREA.
OFFICE
Workplace areas — open plan, enclosed offices, and meeting space. Key program metrics: WORKSTATION_COUNT, NET_FLOOR_AREA, RENTABLE_FLOOR_AREA.
RETAIL
Retail, food service, and other leasable commercial areas. Key program metric: RENTABLE_FLOOR_AREA.
HEALTHCARE_INPATIENT
Inpatient and acute patient-care areas — bed units, surgery, emergency, imaging, and their clinical support. Key program metrics: BED_COUNT, OPERATING_ROOM_COUNT, PROCEDURE_ROOM_COUNT, DEPARTMENT_GROSS_AREA.
HEALTHCARE_OUTPATIENT
Clinical and outpatient areas — clinics, medical office, ambulatory surgery, and diagnostics delivered without an overnight stay. Key program metrics: EXAM_ROOM_COUNT, PROCEDURE_ROOM_COUNT, DEPARTMENT_GROSS_AREA.
LAB
Research and teaching laboratory areas, wet or dry, with their lab support. Key program metrics: LAB_MODULE_COUNT, FUME_HOOD_COUNT.
GMP_MANUFACTURING
Pharmaceutical and other GMP production areas — cleanroom suites, process support, and GMP warehousing. Key program metrics: CLEANROOM_AREA, AIR_HANDLING_CAPACITY.
DATA_CENTER
Data halls and the electrical and mechanical gray space that serves them. Key program metrics: IT_LOAD_CAPACITY, DATA_HALL_AREA, RACK_COUNT, UPS_CAPACITY.
EDUCATION
Teaching and learning areas — classrooms, teaching labs, libraries, and campus life. Key program metric: CLASSROOM_COUNT.
ASSEMBLY_CIVIC
Performance, worship, exhibition, sports, and civic gathering areas. Key program metric: SEAT_COUNT.
INDUSTRIAL_WAREHOUSE
Warehouse, distribution, and non-GMP manufacturing areas. Key program metrics: GROSS_FLOOR_AREA, CLEAR_HEIGHT, LOADING_DOCK_COUNT.
PARKING
Structured, below-grade, or surface parking. Key program metric: PARKING_SPACE_COUNT.
SUPPORT
Shared support and back-of-house serving multiple uses — loading, central plant, building services, and shared amenities not attributable to a single use. Key program metrics: GROSS_FLOOR_AREA, MECHANICAL_AREA.
OTHER
A use not covered above. Prefer a specific value where one fits. Key program metric: GROSS_FLOOR_AREA.

ProgramClass

Enum

The spatial class of a component — which part of the building's anatomy it represents, independent of the owner program it serves (that is UseType's job). Splitting an area by program class lets benchmarks separate what the program itself costs from what the site, structure, core, and services wrapped around it cost.

SITEWORK
Work outside the building enclosure — earthwork, site utilities, paving, landscape, and other site improvements.
CORE
The vertical core — elevators, stairs, shafts, and the service rooms banked with them.
SHELL
The primary structure and enclosure — foundations, superstructure, exterior walls and glazing, and roof — independent of interior fit-out.
FUNCTIONAL_SPACES
The spaces that directly deliver the owner's program — dwelling units, patient rooms, operating rooms, classrooms, data halls, sales floors.
SERVICES_SPACES
Spaces that house building systems — mechanical and electrical rooms, plant, and telecom rooms.
CIRCULATION_SPACES
Horizontal circulation and gathering — corridors, lobbies, waiting, and other space that moves people between functional spaces.
INDIRECT_SERVICES
Support spaces that serve the building indirectly rather than any one program area — loading, waste handling, janitorial, general storage, and staff support.

FunctionType

Enum

The specific function of the space a component holds — a finer taxonomy than UseType, distinguishing for example the operating rooms from the patient units within one hospital. Benchmarks use it to scale comparable projects to fit a target program: each value's description names the driving program metric(s) the scaling keys on. Provide it when a component is dominated by a single function; split components rather than blending functions. A component's functionType should be consistent with its useType (OPERATING_ROOMS with HEALTHCARE_INPATIENT, DATA_HALL with DATA_CENTER) — inconsistent pairs are flagged for review during normalization, though some pairings are legitimately cross-sector (e.g. FOOD_BEVERAGE in an office building).

OPERATING_ROOMS
Surgical operating rooms and their substerile and immediate support. Scales by OPERATING_ROOM_COUNT.
MED_SURG_UNITS
General medical-surgical inpatient bed units and their ward support. Scales by BED_COUNT.
ICU_UNITS
Adult intensive and critical care units — ICU, CCU, and step-down. Costlier per bed than med-surg; splitting them out keeps benchmarks like for like. Scales by BED_COUNT.
NICU_UNITS
Neonatal intensive care units, counted in bassinets. Scales by BED_COUNT.
EMERGENCY_DEPARTMENT
Emergency department — triage, treatment bays, and trauma rooms. Scales by DEPARTMENT_GROSS_AREA (no dedicated bay-count metric).
IMAGING
Diagnostic imaging — X-ray, CT, MRI, ultrasound, nuclear medicine. Scales by PROCEDURE_ROOM_COUNT.
CLINIC_EXAM
Outpatient clinic space — exam, consult, and treatment rooms. Scales by EXAM_ROOM_COUNT.
PROCEDURE_SUITES
Interventional and procedure rooms short of a full OR — cath lab, endoscopy, interventional radiology. Scales by PROCEDURE_ROOM_COUNT.
LABOR_DELIVERY
Labor, delivery, and postpartum suites. Scales by BED_COUNT.
BEHAVIORAL_HEALTH
Behavioral and mental health units and their secure support. Scales by BED_COUNT.
REHABILITATION_THERAPY
Physical, occupational, and speech therapy — rehab gyms and treatment. Scales by DEPARTMENT_GROSS_AREA.
CLINICAL_LAB
Diagnostic and pathology laboratories serving clinical care. Scales by DEPARTMENT_GROSS_AREA.
PHARMACY
Pharmacy, including USP 797/800 compounding suites. Scales by DEPARTMENT_GROSS_AREA.
CENTRAL_STERILE
Central sterile processing and case-cart operations. Scales by OPERATING_ROOM_COUNT (it serves the surgical platform).
WET_LAB
Bench laboratories with piped services, sinks, and fume hoods. Scales by LAB_MODULE_COUNT and FUME_HOOD_COUNT.
DRY_LAB
Computational, electronics, and instrument laboratories without wet services. Scales by LAB_MODULE_COUNT.
LAB_SUPPORT
Shared lab support — glasswash, autoclaves, equipment corridors, environmental rooms. Scales by the LAB_MODULE_COUNT it serves.
CLEANROOM_GMP
ISO-classified cleanroom and GMP production suites, with gowning and airlocks. Scales by CLEANROOM_AREA and AIR_HANDLING_CAPACITY.
VIVARIUM
Animal research facilities — holding, procedure, and cage-wash. Scales by GROSS_FLOOR_AREA.
GMP_WAREHOUSE
Controlled GMP warehousing — raw materials, quarantine, finished goods. Scales by GROSS_FLOOR_AREA and CLEAR_HEIGHT.
DATA_HALL
Raised-floor or slab IT white space holding racks. Scales by IT_LOAD_CAPACITY, RACK_COUNT, and DATA_HALL_AREA.
ELECTRICAL_ROOMS
Switchgear, UPS, battery, and generator rooms — electrical gray space in any building. Scales by the capacity housed: UPS_CAPACITY, GENERATOR_CAPACITY, and the IT_LOAD_CAPACITY served.
NETWORK_OPERATIONS
Network operations centers, meet-me rooms, and telecom entrance facilities. Scales by WORKSTATION_COUNT.
DWELLING_UNITS
The dwelling units themselves — apartments, condos, student beds. Scales by UNIT_COUNT — split components by unit type (or provide BEDROOM_COUNT) so the scaling reflects the unit mix.
AMENITY_FITNESS
Fitness centers, pools, and wellness amenities, in any sector. Scales by AMENITY_AREA.
AMENITY_LOUNGE
Lounges, clubrooms, coworking, and other social amenity space. Scales by AMENITY_AREA.
LEASING_MANAGEMENT
Leasing offices, property management, and mail and package rooms. Scales by the UNIT_COUNT served.
GUEST_ROOMS
Hotel guest rooms and suites. Scales by KEY_COUNT — split components by room type so the scaling reflects the key mix.
FOOD_BEVERAGE
Restaurants, bars, cafés, and commercial kitchens, in any sector. Scales by SEAT_COUNT.
CONFERENCE_EVENT
Ballrooms, meeting rooms, and event space. Scales by SEAT_COUNT and GROSS_FLOOR_AREA.
OPEN_OFFICE
Open-plan workstation areas. Scales by WORKSTATION_COUNT.
PRIVATE_OFFICE_MEETING
Enclosed offices, conference and meeting rooms, phone rooms. Scales by WORKSTATION_COUNT.
SALES_FLOOR
Retail sales areas and showrooms. Scales by RENTABLE_FLOOR_AREA.
CLASSROOMS
General-purpose classrooms and seminar rooms. Scales by CLASSROOM_COUNT.
TEACHING_LAB
Instructional laboratories and maker spaces. Scales by CLASSROOM_COUNT (or LAB_MODULE_COUNT for higher-ed research-style labs).
LIBRARY_MEDIA
Libraries, media centers, and study commons. Scales by SEAT_COUNT and GROSS_FLOOR_AREA.
GYMNASIUM_ATHLETICS
Gymnasiums, athletics facilities, and natatoriums. Scales by SEAT_COUNT (spectator seating) and GROSS_FLOOR_AREA.
PERFORMANCE_HALL
Theaters, auditoria, and concert halls, including stage support. Scales by SEAT_COUNT.
EXHIBITION_GALLERY
Museum galleries, exhibition, and convention halls. Scales by GROSS_FLOOR_AREA.
WORSHIP_HALL
Sanctuaries and worship halls. Scales by SEAT_COUNT.
WAREHOUSE_DISTRIBUTION
Bulk storage, distribution, and fulfillment floors. Scales by GROSS_FLOOR_AREA, CLEAR_HEIGHT, and LOADING_DOCK_COUNT.
MANUFACTURING_ASSEMBLY
Non-GMP production and assembly floors. Scales by GROSS_FLOOR_AREA.
COLD_STORAGE
Refrigerated and freezer storage. Scales by GROSS_FLOOR_AREA and BUILDING_VOLUME.
STRUCTURED_PARKING
Above-grade parking structures. Scales by PARKING_SPACE_COUNT.
BELOW_GRADE_PARKING
Below-grade parking levels. Scales by PARKING_SPACE_COUNT and BELOW_GRADE_STORY_COUNT.
SURFACE_PARKING
Surface parking lots. Scales by PARKING_SPACE_COUNT.
LOBBY_ENTRY
Entry lobbies, reception, and security screening. Scales by GROSS_FLOOR_AREA.
MECHANICAL_PLANT
Mechanical rooms, penthouses, and central utility plants. Scales by the capacity housed (COOLING_CAPACITY, GENERATOR_CAPACITY); provide MECHANICAL_AREA.
LOADING_DOCK
Loading docks, receiving, and waste handling. Scales by LOADING_DOCK_COUNT.
STORAGE
General, non-specialized storage. Scales by GROSS_FLOOR_AREA.
OTHER
A space function not covered above. Prefer a specific value where one fits. Scales by GROSS_FLOOR_AREA.

Metric

Enum

A named, standardized metric definition — the kind of thing being measured about corpus projects to create standardized efficiency metrics. Measured metrics are the underlying countable values a contribution provides directly; derived metrics (marked "Derived") are the standardized efficiency ratios computed from them, with the formula given in each description. Prefer contributing the measured inputs — the derived values are then computed consistently across the corpus — but a derived value may be provided directly when its inputs aren't available. Every project/component type has a natural set of metrics that are of interest, and many are shared across project/component types (e.g. GROSS_FLOOR_AREA); each UseType value's description names the key metrics for components of that use. Values are named without units — each value's description states its canonical unit, how to measure or compute it, and whether it applies checkpoint-wide or per component. A contribution may supply any dimensionally compatible unit via MetricValue.unit; values are normalized to the canonical unit before benchmarking.

GROSS_FLOOR_AREA
Total constructed floor area, in square feet, measured to the exterior face of the enclosing walls and including every enclosed level. The universal denominator of the derived efficiency metrics (WALL_TO_FLOOR_RATIO, NET_TO_GROSS_RATIO, FLOOR_AREA_RATIO, the area-per-count intensities). Expected on every checkpoint, and per component for like-for-like comparison.
SITE_AREA
Total area of the building site, in square feet, measured to the parcel boundary. Feeds FLOOR_AREA_RATIO and SITE_COVERAGE. Checkpoint-wide; expected on every checkpoint.
NET_FLOOR_AREA
Net programmable (assignable) floor area, in square feet, measured to the inside face of walls and excluding structure, shafts, circulation, and mechanical space. Feeds NET_TO_GROSS_RATIO and AREA_PER_WORKSTATION. Applies to every use type.
RENTABLE_FLOOR_AREA
Rentable (leasable or sellable) floor area, in square feet, measured per the applicable standard — BOMA for office and retail, net residential area for multifamily. Feeds RENTABLE_EFFICIENCY. Applies to income-producing types: multifamily, office, retail, mixed-use.
CIRCULATION_AREA
Floor area given to horizontal and vertical circulation — corridors, stairs, elevator shafts, lobbies — in square feet. Feeds CIRCULATION_FACTOR. Applies to every use type.
MECHANICAL_AREA
Floor area dedicated to MEP plant and shafts, in square feet — plant rooms, penthouses, interstitial levels, major shafts. Feeds MECHANICAL_FRACTION. Applies to every use type.
AMENITY_AREA
Shared interior amenity space — fitness, lounges, clubrooms — in square feet, excluding private balconies and terraces. Feeds AMENITY_AREA_PER_UNIT. Applies mainly to multifamily, hospitality, senior living, and office.
GROSS_EXTERIOR_WALL_AREA
Total above-grade exterior wall area, in square feet, measured on the exterior face and including windows and other openings. Feeds WALL_TO_FLOOR_RATIO and WINDOW_TO_WALL_RATIO. Applies to any enclosed building.
WINDOW_AREA
Total exterior glazing — vision glass, spandrel, and glazed doors — in square feet, measured by rough opening across all above-grade elevations. The numerator of WINDOW_TO_WALL_RATIO. Applies to any enclosed building.
ROOF_AREA
Roof area in horizontal projection, in square feet, measured over the outermost roof line. With GROSS_EXTERIOR_WALL_AREA it completes the envelope quantity — high relative to floor area on single-story buildings, low on towers. Applies to every enclosed building.
BUILDING_FOOTPRINT_AREA
The building's plan area at ground level, in square feet, measured to the exterior face of the enclosing walls. Feeds SITE_COVERAGE. Typically checkpoint-wide.
BUILDING_VOLUME
Gross enclosed volume, in cubic feet, measured to the exterior faces of walls and roof. Most telling for high-bay, warehouse, and assembly buildings where floor area alone understates the enclosure.
FLOOR_TO_FLOOR_HEIGHT
Average floor-to-floor height, in feet, top of slab to top of slab. A direct driver of envelope, structure, and MEP riser cost, benchmarked against type norms (roughly 9–10 ft residential, 13–15 ft office and lab, 14–16 ft healthcare). Provide per component in mixed-use projects.
CLEAR_HEIGHT
Clear height from finished floor to the lowest overhead obstruction, in feet, at the typical bay. A key capacity driver for warehouses (racking), data halls (airflow), and GMP suites (interstitial space).
STORY_COUNT
Number of enclosed levels above grade, as a count. Expected checkpoint-wide on every checkpoint; provide it per component too where massing differs (e.g. tower on podium).
BELOW_GRADE_STORY_COUNT
Number of stories below grade, as a count. A driver of excavation, shoring, and foundation cost. Checkpoint-wide; expected on every checkpoint.
UNIT_COUNT
Number of dwelling units, as a count, regardless of size or mix. Feeds AREA_PER_UNIT, PARKING_RATIO, and AMENITY_AREA_PER_UNIT. The primary program driver for residential components.
BEDROOM_COUNT
Total bedrooms across all dwelling units, as a count. Normalizes unit-mix differences (studios vs. family units) when comparing residential projects. Applies to multifamily, student, and senior housing.
BED_COUNT
Number of licensed or planned patient beds, as a count. Feeds AREA_PER_BED and cost per bed. Applies to healthcare and senior living.
KEY_COUNT
Number of hotel keys (rentable guest rooms), as a count. Feeds AREA_PER_KEY and cost per key. Applies to hospitality components.
WORKSTATION_COUNT
Number of planned workstations or seats, as a count. Feeds AREA_PER_WORKSTATION. Applies to office components.
CLASSROOM_COUNT
Number of teaching classrooms, as a count. Feeds AREA_PER_CLASSROOM. Applies to education components.
SEAT_COUNT
Number of fixed or planned assembly seats, as a count. Feeds AREA_PER_SEAT and cost per seat. Applies to assembly, civic, performance, and worship components.
PARKING_SPACE_COUNT
Number of parking stalls, as a count across all levels. Feeds AREA_PER_PARKING_SPACE and PARKING_RATIO. Attach to the parking component where one exists.
ELEVATOR_COUNT
Number of elevator cabs, passenger and service combined, as a count. A vertical-transportation adequacy and core-cost benchmark against the units or beds served. Applies to any mid- or high-rise building.
LOADING_DOCK_COUNT
Number of truck dock positions, as a count. A throughput benchmark for industrial and warehouse buildings; also relevant to data centers, hospitals, and large retail.
COOLING_CAPACITY
Installed mechanical cooling capacity, in tons of refrigeration, as total connected plant capacity. Feeds COOLING_TO_IT_RATIO on data centers and area-per-ton comparisons on any conditioned building.
GENERATOR_CAPACITY
Installed standby or emergency generation, in kilowatts of nameplate capacity. Benchmarked against IT_LOAD_CAPACITY on data centers and per bed on hospitals. Applies to healthcare, data centers, labs, and high-rise buildings.
AIR_HANDLING_CAPACITY
Total installed supply-air capacity, in cubic feet per minute (CFM), as the sum of air-handling unit design airflows. Feeds VENTILATION_INTENSITY. Applies to pharmaceutical, healthcare, and lab projects.
DEPARTMENT_GROSS_AREA
Departmental gross area (DGSF), in square feet — each clinical department's area including intra-department circulation, excluding inter-department circulation and building support. Feeds GROSSING_FACTOR, AREA_PER_OPERATING_ROOM, and AREA_PER_EXAM_ROOM. Healthcare projects only.
OPERATING_ROOM_COUNT
Number of full surgical operating rooms, as a count, excluding procedure rooms. Feeds AREA_PER_OPERATING_ROOM and cost per OR. Healthcare projects only.
PROCEDURE_ROOM_COUNT
Number of interventional and procedure rooms short of a full OR — cath labs, endoscopy, interventional radiology, imaging — as a count. With OPERATING_ROOM_COUNT it sizes the interventional platform. Healthcare projects only.
EXAM_ROOM_COUNT
Number of outpatient exam and consult rooms, as a count. Feeds AREA_PER_EXAM_ROOM. Applies to clinical and outpatient components.
LAB_MODULE_COUNT
Number of standard laboratory planning modules (typically a 10–11 ft structural bay), as a count. The planning denominator for lab area and fume-hood density. Applies to lab and pharmaceutical projects.
CLEANROOM_AREA
Floor area of ISO 14644-classified space (ISO Class 8 or cleaner), in square feet, summed across suites regardless of grade. Feeds CLEANROOM_FRACTION. Applies to pharmaceutical, GMP, semiconductor, and sterile-processing projects.
FUME_HOOD_COUNT
Number of fume hoods, as a count. A proxy for exhaust and make-up air demand that drives AIR_HANDLING_CAPACITY and lab MEP cost. Applies to lab and pharmaceutical projects.
IT_LOAD_CAPACITY
The critical IT electrical load the facility is designed to serve, in kilowatts — UPS-backed load at full build-out, excluding mechanical and house loads. The defining data center size metric; feeds POWER_DENSITY, POWER_PER_RACK, and COOLING_TO_IT_RATIO. Data center projects only.
DATA_HALL_AREA
Data hall ("white space") floor area, in square feet — raised-floor or slab IT space, excluding electrical and mechanical gray space. Feeds DATA_HALL_FRACTION and POWER_DENSITY. Data center projects only.
RACK_COUNT
Number of IT rack positions at full build-out, as a count. Feeds POWER_PER_RACK. Data center projects only.
UPS_CAPACITY
Installed UPS capacity, in kilowatts of module nameplate. With IT_LOAD_CAPACITY it expresses the power redundancy topology (N, N+1, 2N). Data center projects only.
EMBODIED_CARBON_UPFRONT
Total up-front embodied carbon — life-cycle stages A1–A5 — in kgCO₂e, from a whole-building life-cycle assessment. Feeds EMBODIED_CARBON_UPFRONT_INTENSITY. Checkpoint-wide.
EMBODIED_CARBON_WHOLE_LIFE
Total whole-life embodied carbon — life-cycle stages A–C — in kgCO₂e, from a whole-building life-cycle assessment. Feeds EMBODIED_CARBON_WHOLE_LIFE_INTENSITY. Checkpoint-wide.
ANNUAL_ENERGY_USE
Predicted annual energy use, in kBtu per year, from the design energy model. Feeds ENERGY_USE_INTENSITY. Checkpoint-wide.
ANNUAL_WATER_USE
Predicted annual water use, in gallons per year. Feeds WATER_USE_INTENSITY. Checkpoint-wide.
FLOOR_AREA_RATIO
Derived — the checkpoint's GROSS_FLOOR_AREA ÷ SITE_AREA, dimensionless. The standard zoning and density measure of how intensely the site is developed (dense urban mixed-use commonly runs 8–12). Checkpoint-wide.
WALL_TO_FLOOR_RATIO
Derived — GROSS_EXTERIOR_WALL_AREA ÷ GROSS_FLOOR_AREA, dimensionless. The classic envelope-efficiency measure: lower values mean a more compact massing enclosing the same floor area (0.32–0.45 is typical of a concrete mid-rise). Applies to any enclosed building.
WINDOW_TO_WALL_RATIO
Derived — WINDOW_AREA ÷ GROSS_EXTERIOR_WALL_AREA, the fraction of the envelope that is glazed. Balances facade cost, daylight, and thermal performance (0.30–0.45 is a common target band). Applies to any enclosed building; not meaningful for largely windowless types such as data halls and warehouses.
NET_TO_GROSS_RATIO
Derived — NET_FLOOR_AREA ÷ GROSS_FLOOR_AREA, dimensionless. The broadest plan-efficiency measure: how much of the constructed area serves the program directly. Applies to every use type, checkpoint-wide or per component.
RENTABLE_EFFICIENCY
Derived — RENTABLE_FLOOR_AREA ÷ GROSS_FLOOR_AREA, dimensionless. The headline pro-forma efficiency for income-producing buildings — how much of what is built can be leased or sold. Applies to multifamily, office, retail, and mixed-use components.
CIRCULATION_FACTOR
Derived — CIRCULATION_AREA ÷ GROSS_FLOOR_AREA, dimensionless. Flags plans that spend an outsized share of area moving people rather than serving program — a key lever in multifamily corridor planning and healthcare departmental layouts. Applies to every use type.
MECHANICAL_FRACTION
Derived — MECHANICAL_AREA ÷ GROSS_FLOOR_AREA, dimensionless. Separates process-driven buildings from conventional ones: expect it high on pharmaceutical (often 30–50%), healthcare, and data center projects and low on residential. Applies to every use type.
SITE_COVERAGE
Derived — BUILDING_FOOTPRINT_AREA ÷ SITE_AREA, dimensionless. The share of the site the building occupies at grade — a massing and zoning measure that pairs with FLOOR_AREA_RATIO. Checkpoint-wide.
AREA_PER_UNIT
Derived — GROSS_FLOOR_AREA ÷ UNIT_COUNT, in square feet per dwelling unit. Captures unit sizing plus the plan efficiency wrapped around it; read alongside RENTABLE_EFFICIENCY to separate the two. Residential and multifamily components.
AREA_PER_BED
Derived — GROSS_FLOOR_AREA ÷ BED_COUNT, in square feet per bed (BGSF per bed). The canonical hospital sizing benchmark. Applies to healthcare and senior living.
AREA_PER_KEY
Derived — GROSS_FLOOR_AREA ÷ KEY_COUNT, in square feet per key. The standard hospitality sizing benchmark, sensitive to amenity and back-of-house program. Hospitality components.
AREA_PER_WORKSTATION
Derived — NET_FLOOR_AREA ÷ WORKSTATION_COUNT, in square feet per seat. The workplace density benchmark. Office components.
AREA_PER_CLASSROOM
Derived — GROSS_FLOOR_AREA ÷ CLASSROOM_COUNT, in square feet per classroom. A program-efficiency benchmark for education projects.
AREA_PER_SEAT
Derived — GROSS_FLOOR_AREA ÷ SEAT_COUNT, in square feet per seat. The sizing benchmark for assembly, civic, and performance venues.
AREA_PER_PARKING_SPACE
Derived — a parking component's GROSS_FLOOR_AREA ÷ PARKING_SPACE_COUNT, in square feet per stall. The structured-parking efficiency measure (typically 300–400 square feet per stall). Parking components.
PARKING_RATIO
Derived — PARKING_SPACE_COUNT ÷ UNIT_COUNT, in stalls per dwelling unit. The residential parking-provision benchmark; per-bed and per-key analogues derive the same way. Multifamily and mixed-use.
AMENITY_AREA_PER_UNIT
Derived — AMENITY_AREA ÷ UNIT_COUNT, in square feet per dwelling unit. A market-positioning benchmark for multifamily and senior living.
GROSSING_FACTOR
Derived — GROSS_FLOOR_AREA ÷ DEPARTMENT_GROSS_AREA, dimensionless. The building grossing factor: how much whole-building area each square foot of clinical department requires once inter-department circulation and support are added. A core healthcare planning-efficiency benchmark. Healthcare projects only.
AREA_PER_OPERATING_ROOM
Derived — the surgical component's DEPARTMENT_GROSS_AREA ÷ OPERATING_ROOM_COUNT, in square feet per OR. Sizes the surgical platform. Healthcare projects only.
AREA_PER_EXAM_ROOM
Derived — the clinical component's DEPARTMENT_GROSS_AREA ÷ EXAM_ROOM_COUNT, in square feet per exam room. The clinic-module efficiency benchmark for outpatient work. Healthcare projects only.
POWER_DENSITY
Derived — IT_LOAD_CAPACITY ÷ DATA_HALL_AREA, in watts per square foot of data hall. The headline density measure of a data center design; rising rack densities (liquid cooling, AI loads) push it up sharply. Data center projects only.
POWER_PER_RACK
Derived — IT_LOAD_CAPACITY ÷ RACK_COUNT, in kilowatts per rack. Distinguishes conventional enterprise halls (roughly 5–10 kW per rack) from high-density and AI halls (30 kW and beyond). Data center projects only.
COOLING_TO_IT_RATIO
Derived — COOLING_CAPACITY (converted to kilowatts; one ton of refrigeration ≈ 3.52 kW) ÷ IT_LOAD_CAPACITY, dimensionless. Expresses cooling redundancy and efficiency against the critical load. Data center projects only.
DATA_HALL_FRACTION
Derived — DATA_HALL_AREA ÷ GROSS_FLOOR_AREA, dimensionless. The white-to-gross share: how much of the building is revenue-generating IT space versus electrical, mechanical, and support gray space. Data center projects only.
CLEANROOM_FRACTION
Derived — CLEANROOM_AREA ÷ GROSS_FLOOR_AREA, dimensionless. The classified share of the building — the single strongest cost driver on pharmaceutical and GMP work. Pharmaceutical, GMP, and semiconductor projects.
VENTILATION_INTENSITY
Derived — AIR_HANDLING_CAPACITY ÷ GROSS_FLOOR_AREA, in CFM per square foot. Captures how air-change-driven the building is; cleanroom and healthcare programs run far above commercial norms. Pharmaceutical, healthcare, and lab projects.
EMBODIED_CARBON_UPFRONT_INTENSITY
Derived — EMBODIED_CARBON_UPFRONT ÷ GROSS_FLOOR_AREA (converted to square metres), in kgCO₂e per m² — the unit embodied-carbon targets are quoted in. The standard up-front carbon benchmark. Checkpoint-wide.
EMBODIED_CARBON_WHOLE_LIFE_INTENSITY
Derived — EMBODIED_CARBON_WHOLE_LIFE ÷ GROSS_FLOOR_AREA (converted to square metres), in kgCO₂e per m². Whole-life carbon on a comparable per-area basis. Checkpoint-wide.
ENERGY_USE_INTENSITY
Derived — ANNUAL_ENERGY_USE ÷ GROSS_FLOOR_AREA, in kBtu per square foot per year: the energy use intensity (EUI), the standard operational-energy benchmark. Checkpoint-wide.
WATER_USE_INTENSITY
Derived — ANNUAL_WATER_USE ÷ GROSS_FLOOR_AREA, in gallons per square foot per year: the water use intensity (WUI). Checkpoint-wide.

Unit

Enum

A unit of measure a contributed value may be expressed in, grouped by dimension. A metric value's unit must match the dimension of its metric (an area unit for GROSS_FLOOR_AREA, a power unit for IT_LOAD_CAPACITY); incompatible pairings are rejected. Each Metric's description states the canonical unit values are normalized to for benchmarking.

COUNT
SQUARE_FEET
SQUARE_METERS
FEET
METERS
CUBIC_FEET
CUBIC_METERS
KILOWATTS
MEGAWATTS
TONS_REFRIGERATION
Tons of refrigeration (cooling).
CFM
Cubic feet per minute.
CUBIC_METERS_PER_HOUR
LITERS_PER_SECOND
KBTU_PER_YEAR
KILOWATT_HOURS_PER_YEAR
GALLONS_PER_YEAR
CUBIC_METERS_PER_YEAR
KG_CO2E
Kilograms of CO₂ equivalent.
METRIC_TONS_CO2E
Metric tons of CO₂ equivalent.

Currency

Enum

The currency a cost is expressed in. Costs are normalized for currency, time, and location before benchmarking.

USD
EUR
GBP
CAD

MetricValueOwner

Union

What a metric value can be attached to: a project-wide checkpoint, or a single use-type component.

ProjectType

Enum

The primary use of a project. Choose the single closest category.

ADVANCED_TECHNOLOGY
AEROSPACE
AFFORDABLE_HOUSING
AGRICULTURAL
AIRPORT_TRAFFIC_CONTROL_TOWER
AQUARIUM
ARENA_EVENT_CENTER
AVIATION_AND_TRANSPORTATION
BIOTECH_LIFE_SCIENCES
BRIDGE
CALL_CENTER
CAR_RENTAL_FACILITY
CASINO
COMMERCIAL_AND_RETAIL
CONVENTION_CENTER
CORPORATE
CORRECTIONAL_FACILITY_JAIL_PRISON
COURTHOUSE
CULTURAL_AND_PERFORMING_ARTS
DAMS_AND_RESERVOIRS
DATA_CENTER
DENTAL
EDUCATION
ENTERTAINMENT
FEDERAL
FOOD_AND_BEVERAGE
GOVERNMENT
GYMNASIUM
HANGAR
HEALTHCARE
HIGHER_EDUCATION
HOSPITAL
HOSPITALITY_AND_GAMING
HOTEL_INN_RESORT
INDUSTRIAL
INFRASTRUCTURE_HEAVY_CIVIL
JUSTICE
K_12
LIBRARY
MAINTENANCE_FACILITY
MANUFACTURING
MASS_TRANSIT
MEDICAL_OFFICE_BUILDING
MENTAL_HEALTH
MILITARY
MINING
MISSION_CRITICAL
MIXED_USE
MULTI_FAMILY
MUNICIPAL
MUSEUM
NATATORIUM_INDOOR_POOL
OFFICE
OIL_AND_GAS
OTHER
PARKING_STRUCTURE
PEOPLE_MOVER
PETROCHEMICAL
PHARMACEUTICAL
PHARMACY
POWER_GENERATION
PUMP_STATION
RAILWAY
RELIGIOUS
RENEWABLE_ENERGY
RESEARCH_AND_DEVELOPMENT_LABORATORY
RESIDENTIAL
RETAIL_AND_RESTAURANT
ROADWAY_HIGHWAY
RUNWAY_TAXIWAY
SENIOR_LIVING
SINGLE_FAMILY
SPECIAL_OPERATIONS
SPORTS
STADIUM
STATE
STUDENT_HOUSING
TENANT_IMPROVEMENT
TERMINAL
THEATER
THEME_PARKS
TRANSIT_STATION
TUNNEL
WAREHOUSE
WASTEWATER_TREATMENT_PLANT
WATER_TREATMENT_PLANT
WATER_WASTEWATER
ZOO

ProjectStatus

Enum

Where a project is in its lifecycle.

DESIGN
CONSTRUCTION
COMPLETE

DesignPhase

Enum

The design phase a checkpoint corresponds to.

CONCEPT
Concept / pre-design.
SD
Schematic Design.
DD
Design Development.
CD
Construction Documents.
GMP
Guaranteed Maximum Price.

Sector

Enum

Whether a project is privately or publicly owned and funded.

PRIVATE
PUBLIC
FEDERAL

WageBasis

Enum

The labor wage basis for the construction work.

UNION
OPEN_SHOP

DeliveryMethod

Enum

How a project is contracted and delivered.

DESIGN_BID_BUILD
DESIGN_BUILD
CM_AT_RISK
Construction Manager at Risk (CMAR).
CM_AGENCY
Construction Manager as Agent.
IPD
Integrated Project Delivery.
P3
Public-Private Partnership.

ConstructionType

Enum

Whether the work is new construction or modifies an existing building.

NEW
RENOVATION
TENANT_IMPROVEMENT

SustainabilityTarget

Enum

A project's energy or sustainability certification target.

CODE_MINIMUM
LEED_CERTIFIED
LEED_SILVER
LEED_GOLD
LEED_PLATINUM
NET_ZERO
LIVING_BUILDING
Living Building Challenge.

FinishQuality

Enum

The overall finish and quality level, ordered from economy to luxury.

ECONOMY
STANDARD
ABOVE_STANDARD
PREMIUM
LUXURY

SpecialSiteRequirements

Enum

Degree of site difficulty — subsurface conditions, and/or grade variation.

NONE
MINOR
MODERATE
SIGNIFICANT
SEVERE

HvacApproach

Enum

The primary HVAC generation approach.

PACKAGED_ROOFTOP
Packaged rooftop units (RTU).
VAV_CENTRAL_PLANT
VAV with a central plant.
CHILLED_WATER_VRF
Chilled water or VRF.
GEOTHERMAL_HEAT_PUMP
Geothermal heat pump.
DISTRICT_ENERGY
District energy.

FoundationBearingCondition

Enum

Expected subsurface / bearing conditions and the foundation type they imply.

GOOD
Good — shallow spread footings.
AVERAGE
Average — mat foundation.
POOR
Poor — deep foundations / piles.
VERY_POOR
Very poor — caissons / special foundations.

SeismicDesignCategory

Enum

ASCE 7 seismic design category for the site, from A (lowest) to F (highest).

A
B
C
D
E
F

SafetySecurityLevel

Enum

Level of life-safety, security, and protective design.

STANDARD
ENHANCED
HIGH_SECURITY
BLAST_PROGRESSIVE_COLLAPSE
Blast- / progressive-collapse-resistant design.
DETENTION

Region

Enum

The broad US region a project falls in.

WEST
SOUTHWEST
MOUNTAIN
MIDWEST
SOUTHEAST
NORTHEAST