PERINVO INSIGHTS / PROJECT & BUSINESS PERFORMANCE

13 Project Management Metrics. Better decisions at every milestone.

Project performance is not just a percentage complete. It is the relationship between work delivered, time, cost, resources and quality , understood early enough to act.

Earned Value ManagementCost & ScheduleResource EfficiencyQuality & Delivery

By Perinvo Consulting • Practical insights for project leaders, PMOs, Finance teams & CEOs

EXECUTIVE SUMMARY

A project dashboard should answer three questions.

Are we delivering what we planned? Are we spending efficiently? What will it cost to finish if nothing changes?

THE LEADERSHIP QUESTION

Instead of asking “Are we on track?”, ask “Which numbers prove it , and what will we do next?”

Project management metrics turn activity reports into evidence for decisions. A green status light can hide overruns, delayed deliverables or work that needs redoing. The right measures reveal these issues before they become expensive.

This guide explains 13 metrics from planned value to defect density, shows how they connect in a single case, and gives leaders practical actions rather than formulas alone. All project figures below are illustrative, not actual Perinvo client results.

01. Build the baseline before reading the dashboard

Earned Value Management (EVM) begins with a baseline: approved scope, schedule and budget. Its core values express planned and completed work in budget terms, making different dimensions comparable.

01 / PLANNED VALUE · PV

The plan

$40,000

Budgeted value of the work scheduled to be complete by the reporting date.

40% of a $100,000 approved budget

02 / EARNED VALUE · EV

What is done

$30,000

Budgeted value of the work actually completed, using agreed progress rules.

30% of budgeted work accepted as complete

03 / ACTUAL COST · AC

What we spent

$35,000

Actual costs incurred for the work performed by the same reporting date.

Costs recorded to date

At-a-glance project value

Bars show amounts relative to the $100,000 budget, not the percentage of time elapsed.

Planned value · $40,000

Actual cost · $35,000

Earned value · $30,000

02. Four signals that explain cost and schedule

With PV, EV and AC, the project manager can calculate four signals. Negative variances and indices below 1 deserve investigation; they are not automatic proof of the root cause.

Metric	Formula	Worked example	Interpretation
04 · Cost Variance (CV)	EV − AC	$30,000 − $35,000 = −$5,000	Actual cost exceeds the budgeted value of completed work.
05 · Schedule Variance (SV)	EV − PV	$30,000 − $40,000 = −$10,000	Less budgeted work is complete than the baseline expected.
06 · Cost Performance Index (CPI)	EV ÷ AC	30,000 ÷ 35,000 = 0.86	About $0.86 of planned work value earned for each dollar spent.
07 · Schedule Performance Index (SPI)	EV ÷ PV	30,000 ÷ 40,000 = 0.75	Only 75% of scheduled budgeted work value is earned.

Important distinction: Schedule Variance (SV) is expressed in money units (budgeted value), not days. Likewise, SPI is a planned-value progress ratio, not a direct forecast of calendar duration. Review milestone dates and critical-path activities separately.

03. Three forecasts that change the conversation

A useful dashboard does not stop at describing yesterday. It tests the likely finish and the efficiency required to recover. The following forecasts are derived from our example and assume a consistent measurement basis.

08 · EAC

Estimate at Completion

BAC ÷ CPI ≈ $116,667

Projected final total cost if today’s cost efficiency continues; around $16,667 above the original budget.

09 · ETC

Estimate to Complete

EAC − AC ≈ $81,667

Additional spending forecast from today through completion, given the EAC assumption.

10 · TCPI

To-Complete Performance Index

(BAC − EV) ÷ (BAC − AC) ≈ 1.08

Required cost performance on the remaining work to finish within the original $100,000 budget.

Forecast calculations use the unrounded CPI (30,000 ÷ 35,000) before displaying rounded outputs. At CPI ≈ 0.86, the current cost efficiency is below 1. Yet the TCPI is approximately 1.08: future work would need to be significantly more efficient to meet the original budget. That gap supports an honest recovery discussion rather than an unsupported promise.

04. See unfinished work: the Burndown Chart

A Burndown Chart shows the remaining workload over time. It is widely used for sprint or iteration management. The chart compares an ideal decline with actual remaining effort or story points, revealing stalled work, scope change and late acceleration.

11 / Illustrative 10-day sprint burndown

Starting workload: 40 story points. Sample values are illustrative and separate from the EVM budget scenario.

Day 0Actual 40 pts · Ideal 40 pts

Day 2Actual 38 pts · Ideal 32 pts

Day 4Actual 33 pts · Ideal 24 pts

Day 6Actual 25 pts · Ideal 16 pts

Day 8Actual 17 pts · Ideal 8 pts

Day 10Actual 8 pts · Ideal 0 pts

Teal = actual remaining work; grey = ideal remaining work. At Day 10, eight points remain , the sprint did not meet the full planned scope.

The right management response is to review blocked tasks, unfinished stories and scope changes. A burndown trend alone does not explain why progress slowed or whether outcomes meet quality requirements.

05. Balance resource efficiency and quality

12 · UTILIZATION

Resource Utilization Rate

32 hours ÷ 40 available hours × 100 = 80%

Helps plan workload and capacity. Sustained 100% utilization is not automatically optimal: leave time for collaboration, problems and recovery.

13 · QUALITY

Defect Density

12 defects ÷ 6 KLOC = 2 defects/KLOC

Indicates defects relative to product size. Define size units and defect criteria consistently before comparing teams.

Resource utilization can also be defined for equipment hours or capacity. Defect density fits software and other outputs with a meaningful size measure; in construction, manufacturing or service projects, substitute an appropriate defect-per-unit measure rather than using lines of code.

06. The complete 13-metric reference table

#	Metric	Formula / view	What it tells you
01	Planned Value	PV	Budgeted value of scheduled work Baseline progress
02	Earned Value	EV	Budgeted value of completed work Verified completion
03	Actual Cost	AC	Costs incurred to date Cost tracking
04	Cost Variance	EV − AC	Negative indicates cost overrun Budget health
05	Schedule Variance	EV − PV	Negative indicates behind planned work value Progress against plan
06	Cost Performance Index	EV ÷ AC	Below 1 indicates unfavorable cost efficiency Cost efficiency
07	Schedule Performance Index	EV ÷ PV	Below 1 indicates unfavorable planned progress Schedule efficiency
08	Estimate at Completion	BAC ÷ CPI	Forecast if current CPI continues Expected finish cost
09	Estimate to Complete	EAC − AC	Expected remaining cost Funding needs
10	To-Complete Performance Index	(BAC − EV) ÷ (BAC − AC)	Needed remaining cost efficiency to meet BAC Recovery feasibility
11	Burndown Chart	Remaining work over time	Actual remaining work vs ideal Iteration progress
12	Resource Utilization Rate	Actual work time ÷ available time × 100	Capacity used within reporting period Capacity planning
13	Defect Density	Defects ÷ work size	Defects per chosen size unit Quality control

07. One project story: what should leadership do now?

Suppose a PMO reports BAC $100,000, PV $40,000, EV $30,000 and AC $35,000. A useful leadership review should connect the metrics to specific decisions, not simply mark the project red.

Evidence	Meaning	Management response
CV −$5,000; CPI 0.86	Cost efficiency is below plan	Review procurement, rework, labor hours and scope changes.
SV −$10,000; SPI 0.75	Progress has fallen behind planned work value	Map incomplete work to milestones and critical-path dependencies.
EAC ≈ $116,667	Possible ≈ $16,667 final overrun	Test a revised estimate and budget contingency options.
TCPI ≈ 1.08	Tougher future efficiency needed to hit BAC	Decide whether recovery is realistic or re-baselining needs approval.
Utilization / defects trend	Capacity and quality pressure may coexist	Rebalance workloads; protect checks and acceptance criteria.

08. How to build a leadership-ready project dashboard

Keep one evidence-based dashboard with consistent cut-off dates, accountable owners and a documented data source. Avoid a long screen of metrics that nobody uses. A good executive view separates the baseline, current performance, outlook and actions.

BASELINE

What did we approve?

BAC, milestones, scope acceptance rules, planned capacity.

Owner: PMO / project sponsor

PERFORMANCE

What happened?

PV, EV, AC, CV, SV, CPI, SPI.

Owner: Project controls / Finance

FORECAST

What happens next?

EAC, ETC, TCPI, milestones and delivery risks.

Owner: Project manager

EXECUTION

What must we change?

Burndown, utilization, defects and named corrective actions.

Owner: Workstream leads

Review cadence that produces decisions

Cadence	Recommended review	Output
Daily / sprint stand-up	Blockers, work remaining, handoffs	Updated tasks and ownership
Weekly project review	CPI, SPI, defects, capacity, top risks	Action log with dates and decision owners
Monthly steering committee	EAC, ETC, TCPI, milestones, scope and change requests	Approved changes, priorities and recovery decisions

09. Five mistakes that turn metrics into misleading stories

Confusing spend with progress

Spending 50% of the budget does not mean 50% of work is complete.

Treating SV as calendar days

SV is a value-based indicator. Check milestone dates and the critical path.

Forecasting with one assumption

BAC ÷ CPI assumes cost efficiency persists. Test other scenarios where appropriate.

Ignoring scope and quality

A low defect count may reflect poor testing; a burndown can shift with scope.

Rewarding maximum utilization

Full utilization can reduce flexibility and hide operational risk.

10. A practical 30-day implementation roadmap

WEEK 01

Define

Approve budget baseline, WBS, milestones, completion rules and data owners.

Deliverable: measurement definitions

WEEK 02

Connect

Map finance costs, delivery progress and resource capacity to the same cut-off dates.

Deliverable: reliable data inputs

WEEK 03

Pilot

Run EVM calculations, defects and resource metrics on one active project.

Deliverable: sample dashboard

WEEK 04

Govern

Agree escalation thresholds, a review calendar and approved action logging.

Deliverable: decision routine

Five questions every sponsor should ask

Is earned progress based on verified outputs or estimates of effort?
Which costs and activities explain CPI and SPI?
Does the forecast reflect conditions likely to continue?
What will change this week, who owns it and when will we check again?
Are we protecting product quality while improving time and cost?

Measure to decide. Decide to deliver.

“A project metric becomes valuable only when it changes a decision before the result is final.”

The best reporting system does more than explain performance: it connects cost, time, execution, resources and quality to clear decisions. That is how measurement becomes business performance.

Read next: Build an Operating Rhythm ↗

11. Further reading and methodology notes

Source document: Project Management Metrics (2-page user-provided reference). Its 13 metrics and EVM formulas are the basis of this guide. The case calculations, charts, implementation plan and leadership actions extend the source for practical teaching.

Project Management Institute , Earned Value Management: Reading the Numbers. Supporting definitions of PV, EV, AC, CPI, SPI, EAC and TCPI.

Atlassian , View and Understand the Burndown Chart. Guidance on remaining work and iteration tracking.