
finance-metrics-quickref
Look up SaaS finance metrics, formulas, and benchmarks fast. Use when you need a quick metric definition, formula, or benchmark during analysis.
- Installs
- 2.6K
- Last 24h
- —
- Trending rank
- —
- Security
- Not audited
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/deanpeters/product-manager-skills --skill finance-metrics-quickref- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads finance-metrics-quickref automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Purpose
Quick reference for any SaaS finance metric without deep teaching. Use this when you need a fast formula lookup, benchmark check, or decision framework reminder. For detailed explanations, calculations, and examples, see the related deep-dive skills.
This is not a teaching tool—it's a cheat sheet optimized for speed. Scan, find, apply.
Input
Works best with: The metric you need — name it and get the formula, benchmark, and decision context. Also useful: Your numbers, if you want the formula applied on the spot.
Anything supplied with the invocation itself — text after the skill name, a pasted context dump, or an appended ARGUMENTS: line — counts as answers already given. Use it and skip whatever it covers; don't re-ask.
Arriving empty-handed? That works too. Ask for the metric family you're working in (revenue, retention, efficiency, capital) and scan from there.
Example invocation: Quick ref: burn multiple — formula, benchmark, and whether 1.7 is bad for Series B.
Key Concepts
Metric Categories
Metrics are organized into four families:
- Revenue & Growth — Top-line money (revenue, ARPU, ARPA, MRR/ARR, churn, NRR, expansion)
- Unit Economics — Customer-level profitability (CAC, LTV, payback, margins)
- Capital Efficiency — Cash management (burn rate, runway, OpEx, net income)
- Efficiency Ratios — Growth vs. profitability balance (Rule of 40, magic number)
When to Use This Skill
Use this when:
- You need a quick formula or benchmark
- You're preparing for a board meeting or investor call
- You're evaluating a decision and need to check which metrics matter
- You want to identify red flags quickly
Don't use this when:
- You need detailed calculation guidance (use
saas-revenue-growth-metricsorsaas-economics-efficiency-metrics) - You're learning these metrics for the first time (start with deep-dive skills)
- You need examples and common pitfalls (covered in related skills)
Application
All Metrics Reference Table
| Metric | Formula | What It Measures | Good Benchmark | Red Flag |
|---|---|---|---|---|
| Revenue | Total sales before expenses | Top-line money earned | Growth rate >20% YoY (varies by stage) | Revenue growing slower than costs |
| ARPU | Total Revenue / Total Users | Revenue per individual user | Varies by model; track trend | ARPU declining cohort-over-cohort |
| ARPA | MRR / Active Accounts | Revenue per customer account | SMB: $100-$1K; Mid: $1K-$10K; Ent: $10K+ | High ARPA + low ARPU (undermonetized seats) |
| ACV | Annual Recurring Revenue per Contract | Annualized contract value | SMB: $5K-$25K; Mid: $25K-$100K; Ent: $100K+ | ACV declining (moving downmarket unintentionally) |
| MRR/ARR | MRR × 12 = ARR | Predictable recurring revenue | Growth + quality matter; track components | New MRR declining while churn stable/growing |
| Churn Rate | Customers Lost / Starting Customers | % of customers who cancel | Monthly <2% great, <5% ok; Annual <10% great | Churn increasing cohort-over-cohort |
| NRR | (Start ARR + Expansion - Churn - Contraction) / Start ARR × 100 | Revenue retention + expansion | >120% excellent; 100-120% good; 90-100% ok | NRR <100% (base is contracting) |
| Expansion Revenue | Upsells + Cross-sells + Usage Growth | Additional revenue from existing customers | 20-30% of total revenue | Expansion <10% of MRR |
| Quick Ratio | (New MRR + Expansion MRR) / (Churned MRR + Contraction) | Revenue gains vs. losses | >4 excellent; 2-4 healthy; <2 leaky bucket | Quick Ratio <2 (leaky bucket) |
| Gross Margin | (Revenue - COGS) / Revenue × 100 | % of revenue after direct costs | SaaS: 70-85% good; <60% concerning | Gross margin <60% or declining |
| CAC | Total S&M Spend / New Customers | Cost to acquire one customer | Varies: Ent $10K+ ok; SMB <$500 | CAC increasing while LTV flat |
| LTV | ARPU × Gross Margin % / Churn Rate | Total revenue from one customer | Must be 3x+ CAC; varies by segment | LTV declining cohort-over-cohort |
| LTV:CAC | LTV / CAC | Unit economics efficiency | 3:1 healthy; <1:1 unsustainable; >5:1 underinvesting | LTV:CAC <1.5:1 |
| Payback Period | CAC / (Monthly ARPU × Gross Margin %) | Months to recover CAC | <12 months great; 12-18 ok; >24 concerning | Payback >24 months (cash trap) |
| Contribution Margin | (Revenue - All Variable Costs) / Revenue × 100 | True contribution after variable costs | 60-80% good for SaaS; <40% concerning | Contribution margin <40% |
| Burn Rate | Monthly Cash Spent - Revenue | Cash consumed per month | Net burn <$200K manageable early; <$500K growth | Net burn accelerating |
| Runway | Cash Balance / Monthly Net Burn | Months until money runs out | 12+ months good; 6-12 ok; <6 crisis | Runway <6 months |
| OpEx | S&M + R&D + G&A | Costs to run the business | Should grow slower than revenue | OpEx growing faster than revenue |
| Net Income | Revenue - All Expenses | Actual profit/loss | Early negative ok; mature 10-20%+ margin | Losses accelerating without growth |
| Rule of 40 | Revenue Growth % + Profit Margin % | Balance of growth vs. efficiency | >40 healthy; 25-40 ok; <25 concerning | Rule of 40 <25 |
| Magic Number | (Q Revenue - Prev Q Revenue) × 4 / Prev Q S&M | S&M efficiency | >0.75 efficient; 0.5-0.75 ok; <0.5 fix GTM | Magic Number <0.5 |
| Operating Leverage | Revenue Growth vs. OpEx Growth | Scaling efficiency | Revenue growth > OpEx growth | OpEx growing faster than revenue |
| Gross vs. Net Revenue | Net = Gross - Discounts - Refunds - Credits | What you actually keep | Refunds <10%; discounts <20% | Refunds >10% (product problem) |
| Revenue Concentration | Top N Customers / Total Revenue | Dependency on largest customers | Top customer <10%; Top 10 <40% | Top customer >25% (existential risk) |
| Revenue Mix | Product/Segment Revenue / Total Revenue | Portfolio composition | No single product >60% ideal | Single product >80% (no diversification) |
| Cohort Analysis | Group customers by join date; track behavior | Whether business improving or degrading | Recent cohorts same/better than old | Newer cohorts perform worse |
| CAC Payback by Channel | CAC / Monthly Contribution (by channel) | Payback by acquisition channel | Compare across channels | One channel far worse than others |
| Gross Margin Payback | CAC / (Monthly ARPU × Gross Margin %) | Payback using actual profit | Typically 1.5-2x simple payback | Payback using margin >36 months |
| Unit Economics | Revenue per unit - Cost per unit | Profitability of each "unit" | Positive contribution required | Negative contribution margin |
| Segment Payback | CAC / Monthly Contribution (by segment) | Payback by customer segment | Compare to allocate resources | One segment unprofitable |
| Incrementality | Revenue caused by action - Baseline | True impact of marketing/promo | Measure with holdout tests | Celebrating revenue that would've happened anyway |
| Working Capital | Cash timing between revenue and collection | Cash vs. revenue timing | Annual upfront > monthly billing | Long payment terms killing runway |
Quick Decision Frameworks
Use these frameworks to combine metrics for common PM decisions.
Framework 1: Should We Build This Feature?
Ask:
- Revenue impact? Direct (pricing, add-on) or indirect (retention, conversion)?
- Margin impact? What's the COGS? Does it dilute margins?
- ROI? Revenue impact / Development cost
Build if:
- ROI >3x in year one (direct monetization), OR
- LTV impact >10x development cost (retention), OR
- Strategic value overrides short-term ROI
Don't build if:
- Negative contribution margin even with optimistic adoption
- Payback period exceeds average customer lifetime
Metrics to check: Revenue, Gross Margin, LTV, Contribution Margin
Framework 2: Should We Scale This Acquisition Channel?
Ask:
- Unit economics? CAC, LTV, LTV:CAC ratio
- Cash efficiency? Payback period
- Customer quality? Cohort retention, NRR by channel
- Scalability? Magic Number, addressable volume
Scale if:
- LTV:CAC >3:1 AND
- Payback <18 months AND
- Customer quality meets/beats other channels AND
- Magic Number >0.75
Don't scale if:
- LTV:CAC <1.5:1 AND
- No clear path to improvement
Metrics to check: CAC, LTV, LTV:CAC, Payback Period, NRR, Magic Number
Framework 3: Should We Change Pricing?
Ask:
- ARPU/ARPA impact? Will revenue per customer increase?
- Conversion impact? Help or hurt trial-to-paid conversion?
- Churn impact? Create churn risk or reduce it?
- NRR impact? Enable expansion or create contraction?
Implement if:
- Net revenue impact positive after churn risk
- Can test with segment before broad rollout
Don't change if:
- High churn risk without offsetting expansion
- Can't test hypothesis before committing
Metrics to check: ARPU, ARPA, Churn Rate, NRR, CAC Payback
Framework 4: Is the Business Healthy?
Check by stage:
Early Stage (Pre-$10M ARR):
- Growth Rate >50% YoY
- LTV:CAC >3:1
- Gross Margin >70%
- Runway >12 months
Growth Stage ($10M-$50M ARR):
- Growth Rate >40% YoY
- NRR >100%
- Rule of 40 >40
- Magic Number >0.75
Scale Stage ($50M+ ARR):
- Growth Rate >25% YoY
- NRR >110%
- Rule of 40 >40
- Profit Margin >10%
Metrics to check: Revenue Growth, NRR, LTV:CAC, Rule of 40, Magic Number, Gross Margin
Red Flags by Category
Revenue & Growth Red Flags
| Red Flag | What It Means | Action |
|---|---|---|
| Churn increasing cohort-over-cohort | Product-market fit degrading | Stop scaling acquisition; fix retention first |
| NRR <100% | Base is contracting | Fix expansion or reduce churn before scaling |
| Revenue churn > logo churn | Losing big customers | Investigate why high-value customers leave |
| Quick Ratio <2 | Leaky bucket (barely outpacing losses) | Fix retention before scaling acquisition |
| Expansion revenue <10% of MRR | No upsell/cross-sell engine | Build expansion paths |
| Revenue concentration >50% in top 10 customers | Existential dependency risk | Diversify customer base |
Unit Economics Red Flags
| Red Flag | What It Means | Action |
|---|---|---|
| LTV:CAC <1.5:1 | Buying revenue at a loss | Reduce CAC or increase LTV before scaling |
| Payback >24 months | Cash trap (long cash recovery) | Negotiate annual upfront or reduce CAC |
| Gross margin <60% | Low profitability per dollar | Increase prices or reduce COGS |
| CAC increasing while LTV flat | Unit economics degrading | Optimize conversion or reduce sales cycle |
| Contribution margin <40% | Unprofitable after variable costs | Cut variable costs or increase prices |
Capital Efficiency Red Flags
| Red Flag | What It Means | Action |
|---|---|---|
| Runway <6 months | Survival crisis | Raise capital immediately or cut burn |
| Net burn accelerating without revenue growth | Burning faster without results | Cut costs or increase revenue urgency |
| OpEx growing faster than revenue | Negative operating leverage | Freeze hiring; optimize spend |
| Rule of 40 <25 | Burning cash without growth | Improve growth or cut to profitability |
| Magic Number <0.5 | S&M engine broken | Fix GTM efficiency before scaling spend |
When to Use Which Metric
Prioritizing features:
- Revenue impact → Revenue, ARPU, Expansion Revenue
- Margin impact → Gross Margin, Contribution Margin
- ROI → LTV impact, Development cost
Evaluating channels:
- Acquisition cost → CAC, CAC by Channel
- Customer value → LTV, NRR by Channel
- Payback → Payback Period, CAC Payback by Channel
- Scalability → Magic Number
Pricing decisions:
- Monetization → ARPU, ARPA, ACV
- Impact → Churn Rate, NRR, Expansion Revenue
- Efficiency → CAC Payback (will pricing change affect it?)
Business health:
- Growth → Revenue Growth, MRR/ARR Growth
- Retention → Churn Rate, NRR, Quick Ratio
- Economics → LTV:CAC, Payback Period, Gross Margin
- Efficiency → Rule of 40, Magic Number, Operating Leverage
- Survival → Burn Rate, Runway
Board/investor reporting:
- Key metrics: ARR, Revenue Growth %, NRR, LTV:CAC, Rule of 40, Magic Number, Burn Rate, Runway
- Stage-specific: Early stage emphasize growth + unit economics; Growth stage emphasize Rule of 40 + Magic Number; Scale stage emphasize profitability + efficiency
Examples
Example 1: Feature Investment Sanity Check
You are deciding whether to build a premium export feature.
- Use Framework 1 (Should We Build This Feature?)
- Pull baseline metrics: ARPU, Gross Margin, LTV, Contribution Margin
- Model optimistic, base, and downside adoption
- Reject if contribution margin turns negative in downside case
Quick output:
- Base case ROI: 3.8x
- Contribution margin impact: +4 points
- Decision: Build now, with a 90-day post-launch check on churn and expansion
Example 2: Channel Scale Decision
Paid social is generating many signups but weak retention.
- Use Framework 2 (Should We Scale This Acquisition Channel?)
- Check CAC, LTV:CAC, Payback Period, and NRR by channel
- Compare against best-performing channel, not company average
Quick output:
- LTV:CAC: 1.6:1
- Payback: 26 months
- NRR: 88%
- Decision: Do not scale; cap spend and run targeted optimization tests
Common Pitfalls
- Using blended company averages instead of cohort or channel-level metrics
- Scaling acquisition when Quick Ratio is weak and retention is deteriorating
- Treating high LTV:CAC as sufficient without checking payback and runway impact
- Raising prices based on ARPU lift alone without modeling churn and contraction
- Comparing benchmarks across mismatched company stages or business models
- Tracking many metrics without a clear decision question
References
Related Skills (Deep Dives)
saas-revenue-growth-metrics— Detailed guidance on revenue, retention, and growth metrics (13 metrics)saas-economics-efficiency-metrics— Detailed guidance on unit economics and capital efficiency (17 metrics)feature-investment-advisor— Uses these metrics to evaluate feature ROIacquisition-channel-advisor— Uses these metrics to evaluate channel viabilityfinance-based-pricing-advisor— Uses these metrics to evaluate pricing changesbusiness-health-diagnostic— Uses these metrics to diagnose business health
External Resources
- Bessemer Venture Partners: "SaaS Metrics 2.0" — Comprehensive SaaS benchmarking
- David Skok (Matrix Partners): "SaaS Metrics" blog series — Deep dive on unit economics
- Tomasz Tunguz (Redpoint): SaaS benchmarking research and blog
- ChartMogul, Baremetrics, ProfitWell: SaaS analytics platforms with metric definitions
- SaaStr: Annual SaaS benchmarking surveys
Provenance
- Adapted from
research/finance/Finance_QuickRef.md - Formulas from
research/finance/Finance for Product Managers.md - Decision frameworks from
research/finance/Finance_For_PMs.Putting_It_Together_Synthesis.md
FAQ
What does the finance-metrics-quickref skill do?
Look up SaaS finance metrics, formulas, and benchmarks fast. Use when you need a quick metric definition, formula, or benchmark during analysis.
How do I install finance-metrics-quickref?
Run npx skills add https://github.com/deanpeters/product-manager-skills --skill finance-metrics-quickref in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/finance-metrics-quickref/ (personal) or .claude/skills/finance-metrics-quickref/ (project).
Which AI agents can use finance-metrics-quickref?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is finance-metrics-quickref safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains finance-metrics-quickref?
It is published by deanpeters in deanpeters/product-manager-skills. It has 2,650 recorded installs.
More from deanpeters/product-manager-skills
prd-development
deanpeters/product-manager-skills
Build a structured PRD that connects problem, users, solution, and success criteria. Use when turning discovery notes into an engineering-ready document for a major initiative.
user-story
deanpeters/product-manager-skills
Create user stories with Mike Cohn format and Gherkin acceptance criteria. Use when turning user needs into development-ready work with clear outcomes and testable conditions.
roadmap-planning
deanpeters/product-manager-skills
Plan a strategic roadmap across prioritization, epic definition, stakeholder alignment, and sequencing. Use when turning strategy into a release plan that teams can execute.
company-research
deanpeters/product-manager-skills
Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market-entry work.
discovery-process
deanpeters/product-manager-skills
Run a full discovery cycle from problem hypothesis to validated solution. Use when a team needs a structured path through framing, interviews, synthesis, and experiments.
jobs-to-be-done
deanpeters/product-manager-skills
Uncover customer jobs, pains, and gains in a structured JTBD format. Use when clarifying unmet needs, repositioning a product, or improving discovery and messaging.
Popular business & finance skills
sales-enablement
coreyhaines31/marketingskills
When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,' 'leave-behind,' 'objection handling,' 'deal-specific ROI analysis,' 'demo script,' 'talk track,' 'sales playbook,' 'proposal template,' 'buyer persona card,' 'battle card,' 'battlecard,' 'competitive one-pager,' 'win-loss analysis,' 'why are we losing deals,' 'loss reasons,' 'how do I respond to this objection,' 'prospect just said,' 'help my sales team,' 'sales materials,' or 'what should I give my sales reps,' 'cold call script,' or 'voicemail script.' Use this for any document or asset that helps a sales team close deals. For public competitor comparison pages, see competitors. For running buyer interviews or churn research, see customer-research. For marketing website copy, see copywriting. For cold outreach emails, see cold-email. For the offer being sold (bonuses, guarantees, pricing structure),
revops
coreyhaines31/marketingskills
When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes. Also use when the user mentions 'RevOps,' 'revenue operations,' 'lead scoring,' 'outbound pipeline stages,' 'lead routing,' 'MQL,' 'SQL,' 'pipeline stages,' 'deal desk,' 'CRM automation,' 'marketing-to-sales handoff,' 'data hygiene,' 'leads aren't getting to sales,' 'pipeline management,' 'lead qualification,' or 'when should marketing hand off to sales.' Use this for anything involving the systems and processes that connect marketing to revenue. For cold outreach emails, see cold-email. For email drip campaigns, see emails. For pricing decisions, see pricing.
sales-funnel-blueprint
autonnel/autonnel-skills
Turn an offer into a concrete multi-step sales funnel spec - page-by-page structure, price ladder, copy outline and the metrics each step must hit. Use when asked to build a sales funnel, marketing funnel, landing page flow, lead magnet funnel, webinar funnel, tripwire or VSL funnel, when planning a product launch page flow, or when someone asks "what pages do I need" for selling something online.
pricing
coreyhaines31/marketingskills
When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' 'monetization,' 'how much should I charge,' 'my pricing is wrong,' 'pricing page,' 'annual vs monthly,' 'per seat pricing,' 'should I offer a free plan,' 'pricing page teardown,' 'pricing page audit,' 'is my pricing page AI-readable,' or 'can AI read my pricing.' Use this whenever someone is figuring out what to charge, how to structure their plans, or wants to audit a pricing page (for humans and for the AI agents that shortlist tools). For in-app upgrade screens, see paywalls. For offer construction (bonuses, guarantees, value framing, naming) on services/courses/coaching/high-ticket B2B, see offers.
cross-border-ecommerce
nexscope-ai/ecommerce-skills
Cross-border e-commerce expansion advisor. Scores target markets on 8 weighted dimensions (market size, ecommerce penetration, competition, regulatory complexity, logistics infrastructure, payment ecosystem, cultural distance, IP protection), compares 5 fulfillment models with cost and transit data, provides country-by-country tax/duty compliance guides (EU VAT/IOSS, UK VAT, US sales tax, CA GST, AU GST, JP consumption tax), maps local payment preferences by market, and builds a phased expansion roadmap. No API key required.
pricing-strategy
coreyhaines31/marketingskills
When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' 'monetization,' 'how much should I charge,' 'my pricing is wrong,' 'pricing page,' 'annual vs monthly,' 'per seat pricing,' or 'should I offer a free plan.' Use this whenever someone is figuring out what to charge or how to structure their plans. For in-app upgrade screens, see paywall-upgrade-cro.