finance-metrics-quickref by deanpeters/product-manager-skills
npx skills add https://github.com/deanpeters/product-manager-skills --skill finance-metrics-quickref快速查阅任何 SaaS 财务指标,无需深入教学。当您需要快速查找公式、检查基准或提醒决策框架时使用此技能。如需详细解释、计算方法和示例,请参阅相关的深度解析技能。
这不是一个教学工具——它是一个为速度优化的速查表。浏览、查找、应用。
指标分为四大类:
在以下情况使用:
不要在以下情况使用:
saas-revenue-growth-metrics 或 saas-economics-efficiency-metrics)广告位招租
在这里展示您的产品或服务
触达数万 AI 开发者,精准高效
| 指标 | 公式 | 衡量内容 | 良好基准 | 危险信号 |
|---|---|---|---|---|
| 收入 | 扣除费用前的总销售额 | 赚取的总收入 | 年增长率 >20%(因阶段而异) | 收入增长慢于成本增长 |
| ARPU | 总收入 / 总用户数 | 每个用户的平均收入 | 因模式而异;跟踪趋势 | ARPU 逐队列下降 |
| ARPA | MRR / 活跃账户数 | 每个客户账户的平均收入 | SMB:$100-$1K;中型:$1K-$10K;企业:$10K+ | 高 ARPA + 低 ARPU(席位货币化不足) |
| ACV | 每个合同的年度经常性收入 | 年度化合同价值 | SMB:$5K-$25K;中型:$25K-$100K;企业:$100K+ | ACV 下降(无意中转向低端市场) |
| MRR/ARR | MRR × 12 = ARR | 可预测的经常性收入 | 增长 + 质量很重要;跟踪组成部分 | 新增 MRR 下降而流失率稳定/增长 |
| 流失率 | 流失客户数 / 期初客户数 | 取消服务的客户百分比 | 月度 <2% 优秀,<5% 尚可;年度 <10% 优秀 | 流失率逐队列增加 |
| NRR | (期初 ARR + 扩展收入 - 流失收入 - 收缩收入) / 期初 ARR × 100 | 收入留存 + 扩展 | >120% 优秀;100-120% 良好;90-100% 尚可 | NRR <100%(基础收入在收缩) |
| 扩展收入 | 增销 + 交叉销售 + 使用量增长 | 来自现有客户的额外收入 | 占总收入的 20-30% | 扩展收入 < MRR 的 10% |
| 快速比率 | (新增 MRR + 扩展 MRR) / (流失 MRR + 收缩 MRR) | 收入增长 vs. 损失 | >4 优秀;2-4 健康;<2 漏桶 | 快速比率 <2(漏桶) |
| 毛利率 | (收入 - 销售成本) / 收入 × 100 | 扣除直接成本后的收入百分比 | SaaS:70-85% 良好;<60% 需关注 | 毛利率 <60% 或下降 |
| CAC | 总销售与营销支出 / 新增客户数 | 获取一个客户的成本 | 因情况而异:企业 $10K+ 尚可;SMB <$500 | CAC 增加而 LTV 持平 |
| LTV | ARPU × 毛利率 % / 流失率 | 一个客户产生的总收入 | 必须是 CAC 的 3 倍以上;因细分市场而异 | LTV 逐队列下降 |
| LTV:CAC | LTV / CAC | 单位经济效益 | 3:1 健康;<1:1 不可持续;>5:1 投资不足 | LTV:CAC <1.5:1 |
| 回收期 | CAC / (月度 ARPU × 毛利率 %) | 收回 CAC 所需的月数 | <12 个月 优秀;12-18 尚可;>24 需关注 | 回收期 >24 个月(现金陷阱) |
| 贡献毛利率 | (收入 - 所有可变成本) / 收入 × 100 | 扣除可变成本后的真实贡献 | SaaS 为 60-80% 良好;<40% 需关注 | 贡献毛利率 <40% |
| 烧钱率 | 月度现金支出 - 收入 | 每月消耗的现金 | 早期净烧钱 <$200K 可管理;增长期 <$500K | 净烧钱加速 |
| 跑道 | 现金余额 / 月度净烧钱率 | 资金耗尽前的月数 | 12+ 个月 良好;6-12 尚可;<6 危机 | 跑道 <6 个月 |
| 运营支出 | 销售与营销 + 研发 + 一般及行政 | 运营业务的成本 | 增长速度应慢于收入 | 运营支出增长快于收入 |
| 净收入 | 收入 - 所有费用 | 实际利润/亏损 | 早期亏损尚可;成熟期利润率 10-20%+ | 亏损加速而无增长 |
| 40法则 | 收入增长率 % + 利润率 % | 增长与效率的平衡 | >40 健康;25-40 尚可;<25 需关注 | 40法则 <25 |
| 魔力数字 | (本季度收入 - 上季度收入) × 4 / 上季度销售与营销支出 | 销售与营销效率 | >0.75 高效;0.5-0.75 尚可;<0.5 需修复 GTM | 魔力数字 <0.5 |
| 运营杠杆 | 收入增长 vs. 运营支出增长 | 规模化效率 | 收入增长 > 运营支出增长 | 运营支出增长快于收入 |
| 总收入 vs. 净收入 | 净收入 = 总收入 - 折扣 - 退款 - 积分 | 实际保留的收入 | 退款 <10%;折扣 <20% | 退款 >10%(产品问题) |
| 收入集中度 | 前 N 大客户收入 / 总收入 | 对大客户的依赖程度 | 最大客户 <10%;前 10 大客户 <40% | 最大客户 >25%(生存风险) |
| 收入组合 | 产品/细分市场收入 / 总收入 | 投资组合构成 | 单一产品 >60% 不理想 | 单一产品 >80%(无多元化) |
| 队列分析 | 按加入日期对客户分组;跟踪行为 | 业务在改善还是恶化 | 近期队列与旧队列表现相同或更好 | 新队列表现更差 |
| 按渠道的 CAC 回收期 | CAC / 月度贡献(按渠道) | 按获客渠道的回收期 | 跨渠道比较 | 某个渠道远差于其他渠道 |
| 毛利率回收期 | CAC / (月度 ARPU × 毛利率 %) | 使用实际利润计算的回收期 | 通常是简单回收期的 1.5-2 倍 | 使用毛利率计算的回收期 >36 个月 |
| 单位经济效益 | 每单位收入 - 每单位成本 | 每个"单位"的盈利能力 | 需要正的贡献 | 负的贡献毛利率 |
| 细分市场回收期 | CAC / 月度贡献(按细分市场) | 按客户细分市场的回收期 | 比较以分配资源 | 某个细分市场无利可图 |
| 增量性 | 由行动带来的收入 - 基线收入 | 营销/促销的真实影响 | 使用对照组测试衡量 | 庆祝那些本来就会发生的收入 |
| 营运资本 | 收入与收款之间的现金时间差 | 现金 vs. 收入的时间差 | 年度预付费 > 月度计费 | 长付款周期耗尽跑道 |
使用这些框架结合指标进行常见的产品管理决策。
提问:
如果满足以下条件则构建:
如果满足以下条件则不构建:
需要检查的指标: 收入、毛利率、LTV、贡献毛利率
提问:
如果满足以下条件则扩展:
如果满足以下条件则不扩展:
需要检查的指标: CAC、LTV、LTV:CAC、回收期、NRR、魔力数字
提问:
如果满足以下条件则实施:
如果满足以下条件则不改变:
需要检查的指标: ARPU、ARPA、流失率、NRR、CAC 回收期
按阶段检查:
早期阶段(ARR 低于 $10M):
增长阶段(ARR $10M-$50M):
规模化阶段(ARR $50M+):
需要检查的指标: 收入增长率、NRR、LTV:CAC、40法则、魔力数字、毛利率
| 危险信号 | 含义 | 应对措施 |
|---|---|---|
| 流失率逐队列增加 | 产品市场契合度下降 | 停止扩展获客;先修复留存问题 |
| NRR <100% | 基础收入在收缩 | 在扩展获客前修复扩展收入或减少流失 |
| 收入流失 > 客户流失 | 正在失去大客户 | 调查高价值客户离开的原因 |
| 快速比率 <2 | 漏桶(勉强超过损失) | 在扩展获客前修复留存问题 |
| 扩展收入 < MRR 的 10% | 没有增销/交叉销售引擎 | 构建扩展路径 |
| 前 10 大客户收入集中度 >50% | 生存依赖风险 | 多元化客户群 |
| 危险信号 | 含义 | 应对措施 |
|---|---|---|
| LTV:CAC <1.5:1 | 以亏损购买收入 | 在扩展前降低 CAC 或提高 LTV |
| 回收期 >24 个月 | 现金陷阱(现金回收时间长) | 协商年度预付费或降低 CAC |
| 毛利率 <60% | 每美元盈利能力低 | 提高价格或降低销售成本 |
| CAC 增加而 LTV 持平 | 单位经济效益下降 | 优化转化或缩短销售周期 |
| 贡献毛利率 <40% | 扣除可变成本后无利可图 | 削减可变成本或提高价格 |
| 危险信号 | 含义 | 应对措施 |
|---|---|---|
| 跑道 <6 个月 | 生存危机 | 立即筹集资金或削减烧钱率 |
| 净烧钱加速而无收入增长 | 烧钱更快但无成果 | 削减成本或紧急增加收入 |
| 运营支出增长快于收入 | 负运营杠杆 | 冻结招聘;优化支出 |
| 40法则 <25 | 烧钱而无增长 | 改善增长或削减支出以实现盈利 |
| 魔力数字 <0.5 | 销售与营销引擎损坏 | 在扩展支出前修复 GTM 效率 |
功能优先级排序:
评估渠道:
定价决策:
业务健康度:
董事会/投资者报告:
您正在决定是否构建一个高级导出功能。
快速输出:
付费社交渠道产生了很多注册,但留存率很低。
快速输出:
saas-revenue-growth-metrics — 关于收入、留存和增长指标的详细指导(13 个指标)saas-economics-efficiency-metrics — 关于单位经济效益和资本效率的详细指导(17 个指标)feature-investment-advisor — 使用这些指标评估功能投资回报率acquisition-channel-advisor — 使用这些指标评估渠道可行性finance-based-pricing-advisor — 使用这些指标评估定价变更business-health-diagnostic — 使用这些指标诊断业务健康状况research/finance/Finance_QuickRef.mdresearch/finance/Finance for Product Managers.mdresearch/finance/Finance_For_PMs.Putting_It_Together_Synthesis.md每周安装数
212
仓库
GitHub Stars
1.5K
首次出现
2026年2月12日
安全审计
安装于
codex189
opencode188
gemini-cli185
github-copilot184
cursor182
kimi-cli181
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.
Metrics are organized into four families:
Use this when:
Don't use this when:
saas-revenue-growth-metrics or saas-economics-efficiency-metrics)| 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 |
Use these frameworks to combine metrics for common PM decisions.
Ask:
Build if:
Don't build if:
Metrics to check: Revenue, Gross Margin, LTV, Contribution Margin
Ask:
Scale if:
Don't scale if:
Metrics to check: CAC, LTV, LTV:CAC, Payback Period, NRR, Magic Number
Ask:
Implement if:
Don't change if:
Metrics to check: ARPU, ARPA, Churn Rate, NRR, CAC Payback
Check by stage:
Early Stage (Pre-$10M ARR):
Growth Stage ($10M-$50M ARR):
Scale Stage ($50M+ ARR):
Metrics to check: Revenue Growth, NRR, LTV:CAC, Rule of 40, Magic Number, Gross Margin
| 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 |
| 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 |
| 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 |
Prioritizing features:
Evaluating channels:
Pricing decisions:
Business health:
Board/investor reporting:
You are deciding whether to build a premium export feature.
Quick output:
Paid social is generating many signups but weak retention.
Quick output:
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 healthresearch/finance/Finance_QuickRef.mdresearch/finance/Finance for Product Managers.mdresearch/finance/Finance_For_PMs.Putting_It_Together_Synthesis.mdWeekly Installs
212
Repository
GitHub Stars
1.5K
First Seen
Feb 12, 2026
Security Audits
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Installed on
codex189
opencode188
gemini-cli185
github-copilot184
cursor182
kimi-cli181
Excel财务建模规范与xlsx文件处理指南:专业格式、零错误公式与数据分析
38,800 周安装
| 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 |