{
  "slug": "saas-benchmarks",
  "title": "SaaS Benchmarks 2026: Growth, NRR, CAC and Margins",
  "generatedAt": "2026-07-10T00:00:00+05:00",
  "dataYearsCovered": [
    2021,
    2022,
    2023,
    2024,
    2025,
    2026
  ],
  "lastVerified": "2026-07-10",
  "rows": [
    {
      "claim_id": "SAAS-001",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "30%",
      "claim": "Benchmarkit's CY-22 private-SaaS growth-rate median was 30%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 7: Growth Rate by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-002",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "27%",
      "claim": "Benchmarkit's CY-23 private-SaaS growth-rate median was 27%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 7: Growth Rate by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-003",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "26%",
      "claim": "Benchmarkit's CY-24 private-SaaS growth-rate median was 26%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 7: Growth Rate by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-004",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "75%",
      "claim": "The 75th percentile of Benchmarkit's CY-22 growth-rate distribution was 75%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 7: Growth Rate by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-005",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "60%",
      "claim": "The 75th percentile of Benchmarkit's CY-23 growth-rate distribution was 60%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 7: Growth Rate by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-006",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "50%",
      "claim": "The 75th percentile of Benchmarkit's CY-24 growth-rate distribution was 50%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 7: Growth Rate by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-007",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "11%",
      "claim": "The 25th percentile of Benchmarkit's CY-24 growth-rate distribution was 11%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 7: Growth Rate by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-008",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "34%",
      "claim": "Bootstrapped participants had a 34% median CY-24 growth rate in Benchmarkit's financing-source view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 8: Growth Rate by Financing Source",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-009",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "40%",
      "claim": "Angel-backed participants had a 40% median CY-24 growth rate in Benchmarkit's financing-source view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 8: Growth Rate by Financing Source",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-010",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "30%",
      "claim": "Venture-capital-backed participants had a 30% median CY-24 growth rate in Benchmarkit's financing-source view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 8: Growth Rate by Financing Source",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-011",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "13%",
      "claim": "Private-equity-backed participants had a 13% median CY-24 growth rate in Benchmarkit's financing-source view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 8: Growth Rate by Financing Source",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-012",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "44%",
      "claim": "Usage-based-pricing participants had a 44% median CY-24 growth rate in Benchmarkit's pricing-model view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 11: Growth Rate by Pricing Model",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-013",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "25%",
      "claim": "Subscription-pricing participants had a 25% median CY-24 growth rate in Benchmarkit's pricing-model view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 11: Growth Rate by Pricing Model",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=149",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-014",
      "slug": "saas-benchmarks",
      "metric_category": "acquisition_efficiency",
      "figure": "$2.00",
      "claim": "Benchmarkit's median New Name CAC Ratio was $2.00 of sales and marketing expense per $1 of new-customer ARR.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 19: New Name vs Blended vs Expansion CAC",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: New Name N=73",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-015",
      "slug": "saas-benchmarks",
      "metric_category": "acquisition_efficiency",
      "figure": "$1.40",
      "claim": "Benchmarkit's median Blended CAC Ratio was $1.40 per $1 of new plus expansion ARR.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 19: New Name vs Blended vs Expansion CAC",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: Blended N=43",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-016",
      "slug": "saas-benchmarks",
      "metric_category": "acquisition_efficiency",
      "figure": "$1.00",
      "claim": "Benchmarkit's median Expansion CAC Ratio was $1.00 per $1 of expansion ARR.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 19: New Name vs Blended vs Expansion CAC",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: Expansion chart sample is not separately labeled on page 19",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-017",
      "slug": "saas-benchmarks",
      "metric_category": "acquisition_efficiency",
      "figure": "$1.50-$2.82",
      "claim": "Benchmarkit's interquartile range for New Name CAC Ratio was $1.50 to $2.82.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 19: New Name vs Blended vs Expansion CAC",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: New Name N=73",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-018",
      "slug": "saas-benchmarks",
      "metric_category": "acquisition_efficiency",
      "figure": "$1.17-$1.84",
      "claim": "Benchmarkit's interquartile range for Blended CAC Ratio was $1.17 to $1.84.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 19: New Name vs Blended vs Expansion CAC",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: Blended N=43",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-019",
      "slug": "saas-benchmarks",
      "metric_category": "acquisition_efficiency",
      "figure": "$0.61-$1.67",
      "claim": "Benchmarkit's interquartile range for Expansion CAC Ratio was $0.61 to $1.67.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 19: New Name vs Blended vs Expansion CAC",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: Expansion chart sample is not separately labeled on page 19",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-020",
      "slug": "saas-benchmarks",
      "metric_category": "acquisition_efficiency",
      "figure": "18 months",
      "claim": "Benchmarkit's CY-24 median gross-margin-adjusted CAC payback period was 18 months.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 22: CAC Payback Period by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=148",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-021",
      "slug": "saas-benchmarks",
      "metric_category": "acquisition_efficiency",
      "figure": "12-24 months",
      "claim": "Benchmarkit's CY-24 CAC payback interquartile range was 12 to 24 months.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 22: CAC Payback Period by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=148",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-022",
      "slug": "saas-benchmarks",
      "metric_category": "retention",
      "figure": "90%",
      "claim": "Benchmarkit's CY-22 median gross revenue retention was 90%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 29: Gross Revenue Retention by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=225",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-023",
      "slug": "saas-benchmarks",
      "metric_category": "retention",
      "figure": "89%",
      "claim": "Benchmarkit's CY-23 median gross revenue retention was 89%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 29: Gross Revenue Retention by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=225",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-024",
      "slug": "saas-benchmarks",
      "metric_category": "retention",
      "figure": "88%",
      "claim": "Benchmarkit's CY-24 median gross revenue retention was 88%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 29: Gross Revenue Retention by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=225",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-025",
      "slug": "saas-benchmarks",
      "metric_category": "retention",
      "figure": "92%",
      "claim": "Usage-based-pricing participants had 92% median gross revenue retention in Benchmarkit's pricing-model view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 32: Gross Revenue Retention by Pricing Model",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=225",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-026",
      "slug": "saas-benchmarks",
      "metric_category": "retention",
      "figure": "88%",
      "claim": "Subscription-pricing participants had 88% median gross revenue retention in Benchmarkit's pricing-model view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 32: Gross Revenue Retention by Pricing Model",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=225",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-027",
      "slug": "saas-benchmarks",
      "metric_category": "retention",
      "figure": "88%",
      "claim": "Hybrid subscription-plus-usage participants had 88% median gross revenue retention in Benchmarkit's pricing-model view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 32: Gross Revenue Retention by Pricing Model",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=225",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-028",
      "slug": "saas-benchmarks",
      "metric_category": "retention",
      "figure": "101%",
      "claim": "Benchmarkit's CY-24 median net revenue retention was 101%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 34: Net Revenue Retention by CY-22 vs CY-23 vs CY-24",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=228",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-029",
      "slug": "saas-benchmarks",
      "metric_category": "retention",
      "figure": "110%",
      "claim": "Hybrid subscription-plus-usage participants had 110% median net revenue retention in Benchmarkit's pricing-model view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 36: Net Revenue Retention by Pricing Model",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: N=228",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-030",
      "slug": "saas-benchmarks",
      "metric_category": "gross_margin",
      "figure": "77%",
      "claim": "Benchmarkit's median total-revenue gross margin was 77%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 44: Gross Margin, Total Revenue vs Subscriptions vs Services",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: Total revenue N=196",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-031",
      "slug": "saas-benchmarks",
      "metric_category": "gross_margin",
      "figure": "81%",
      "claim": "Benchmarkit's median subscription-revenue gross margin was 81%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 44: Gross Margin, Total Revenue vs Subscriptions vs Services",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: Subscription revenue N=76",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-032",
      "slug": "saas-benchmarks",
      "metric_category": "gross_margin",
      "figure": "30%",
      "claim": "Benchmarkit's median professional-services gross margin was 30%.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 44: Gross Margin, Total Revenue vs Subscriptions vs Services",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: Professional services N=38",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-033",
      "slug": "saas-benchmarks",
      "metric_category": "revenue_mix",
      "figure": "~15%",
      "claim": "Benchmarkit says professional services represented about 15% of total revenue at the median.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 44: Gross Margin, Total Revenue vs Subscriptions vs Services",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: Professional-services revenue-mix sample is not stated on the page",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-034",
      "slug": "saas-benchmarks",
      "metric_category": "operating_expense",
      "figure": "37%",
      "claim": "Sales and marketing expense was 37% of revenue at the median in Benchmarkit's total-population view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 46: Operating Expenses as a Percentage of Revenue",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: Sales and marketing N=157",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-035",
      "slug": "saas-benchmarks",
      "metric_category": "operating_expense",
      "figure": "34%",
      "claim": "R&D expense was 34% of revenue at the median in Benchmarkit's total-population view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 46: Operating Expenses as a Percentage of Revenue",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: R&D N=142 on page 46",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-036",
      "slug": "saas-benchmarks",
      "metric_category": "operating_expense",
      "figure": "24%",
      "claim": "G&A expense was 24% of revenue at the median in Benchmarkit's total-population view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 46: Operating Expenses as a Percentage of Revenue",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: G&A N=140 on page 46",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-037",
      "slug": "saas-benchmarks",
      "metric_category": "operating_expense",
      "figure": "23%",
      "claim": "Public SaaS companies had 23% median R&D expense as a share of revenue in Benchmarkit's private-versus-public view.",
      "source_domain": "hibob.com",
      "source_url": "https://www.hibob.com/wp-content/uploads/2025-SaaS-Performance-Metrics-Benchmarks.pdf",
      "source_title": "2025 SaaS Performance Metrics Benchmarks",
      "source_section": "Page 52: R&D Expenses to Revenue by Private vs Public",
      "source_quality": "primary_survey",
      "evidence_type": "private SaaS company benchmark survey",
      "population": "private SaaS companies; the cited charts use metric-specific samples from 43 to 228 responses; cited chart/sample: Public SaaS N=101",
      "geography": "multiple company regions; the cited total-population charts do not publish regional weighting",
      "period": "report presents calendar-year 2024 or trailing-twelve-month metrics, with selected CY-22 and CY-23 comparisons",
      "caveat": "Metric-specific medians and quartiles are not universal targets. The report glossary says the survey was open February-March 2024 while also requesting CY-24 or trailing-twelve-month data, creating an internal chronology conflict.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-038",
      "slug": "saas-benchmarks",
      "metric_category": "methodology",
      "figure": "2,500+",
      "claim": "ChartMogul says its retention report analyzed more than 2,500 SaaS businesses.",
      "source_domain": "chartmogul.com",
      "source_url": "https://chartmogul.com/reports/saas-retention-the-new-normal/",
      "source_title": "The New Normal For SaaS",
      "source_section": "Report description and introduction",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "anonymized and aggregated platform telemetry",
      "population": "more than 2,500 SaaS businesses in ChartMogul's dataset",
      "geography": "not stated on the public report page",
      "period": "H1 data from 2021 through 2024; analysis completed July-August 2024",
      "caveat": "ChartMogul customer telemetry is not a census of all SaaS companies. ARR, ARPA, subscriber count, and NRR bucket materially change the comparison.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-039",
      "slug": "saas-benchmarks",
      "metric_category": "expansion",
      "figure": "40% vs 30%",
      "claim": "For companies with $15M-$30M+ ARR, ChartMogul says expansion drove 40% of growth in 2024 versus 30% in early 2021.",
      "source_domain": "chartmogul.com",
      "source_url": "https://chartmogul.com/reports/saas-retention-the-new-normal/",
      "source_title": "The New Normal For SaaS",
      "source_section": "Executive summary: retention as a growth driver",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "anonymized and aggregated platform telemetry",
      "population": "more than 2,500 SaaS businesses in ChartMogul's dataset",
      "geography": "not stated on the public report page",
      "period": "H1 data from 2021 through 2024; analysis completed July-August 2024",
      "caveat": "ChartMogul customer telemetry is not a census of all SaaS companies. ARR, ARPA, subscriber count, and NRR bucket materially change the comparison.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-040",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": "48%",
      "claim": "The median company with at least 100% NRR grew 48% year over year in H1 2024, according to ChartMogul.",
      "source_domain": "chartmogul.com",
      "source_url": "https://chartmogul.com/reports/saas-retention-the-new-normal/",
      "source_title": "The New Normal For SaaS",
      "source_section": "How Much Does NRR Impact Growth?",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "anonymized and aggregated platform telemetry",
      "population": "more than 2,500 SaaS businesses in ChartMogul's dataset",
      "geography": "not stated on the public report page",
      "period": "H1 data from 2021 through 2024; analysis completed July-August 2024",
      "caveat": "ChartMogul customer telemetry is not a census of all SaaS companies. ARR, ARPA, subscriber count, and NRR bucket materially change the comparison.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-041",
      "slug": "saas-benchmarks",
      "metric_category": "growth",
      "figure": ">2x",
      "claim": "ChartMogul says companies with at least 100% NRR grew more than twice as fast as SaaS companies below 100% NRR.",
      "source_domain": "chartmogul.com",
      "source_url": "https://chartmogul.com/reports/saas-retention-the-new-normal/",
      "source_title": "The New Normal For SaaS",
      "source_section": "How Much Does NRR Impact Growth?",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "anonymized and aggregated platform telemetry",
      "population": "more than 2,500 SaaS businesses in ChartMogul's dataset",
      "geography": "not stated on the public report page",
      "period": "H1 data from 2021 through 2024; analysis completed July-August 2024",
      "caveat": "ChartMogul customer telemetry is not a census of all SaaS companies. ARR, ARPA, subscriber count, and NRR bucket materially change the comparison.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-042",
      "slug": "saas-benchmarks",
      "metric_category": "expansion",
      "figure": ">50%",
      "claim": "ChartMogul says expansion accounted for more than half of revenue among companies with at least 100% NRR.",
      "source_domain": "chartmogul.com",
      "source_url": "https://chartmogul.com/reports/saas-retention-the-new-normal/",
      "source_title": "The New Normal For SaaS",
      "source_section": "MRR movements by NRR range",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "anonymized and aggregated platform telemetry",
      "population": "more than 2,500 SaaS businesses in ChartMogul's dataset",
      "geography": "not stated on the public report page",
      "period": "H1 data from 2021 through 2024; analysis completed July-August 2024",
      "caveat": "ChartMogul customer telemetry is not a census of all SaaS companies. ARR, ARPA, subscriber count, and NRR bucket materially change the comparison.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-043",
      "slug": "saas-benchmarks",
      "metric_category": "growth_mix",
      "figure": "70% new / 15% expansion",
      "claim": "Companies in ChartMogul's low-NRR range relied on 70% new business and 15% expansion for growth.",
      "source_domain": "chartmogul.com",
      "source_url": "https://chartmogul.com/reports/saas-retention-the-new-normal/",
      "source_title": "The New Normal For SaaS",
      "source_section": "MRR movements by NRR range",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "anonymized and aggregated platform telemetry",
      "population": "more than 2,500 SaaS businesses in ChartMogul's dataset",
      "geography": "not stated on the public report page",
      "period": "H1 data from 2021 through 2024; analysis completed July-August 2024",
      "caveat": "ChartMogul customer telemetry is not a census of all SaaS companies. ARR, ARPA, subscriber count, and NRR bucket materially change the comparison.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-044",
      "slug": "saas-benchmarks",
      "metric_category": "churn",
      "figure": "7%",
      "claim": "Companies in ChartMogul's low-NRR range had 7% median churn, twice the rate of companies with at least 100% NRR.",
      "source_domain": "chartmogul.com",
      "source_url": "https://chartmogul.com/reports/saas-retention-the-new-normal/",
      "source_title": "The New Normal For SaaS",
      "source_section": "Customer churn by NRR range",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "anonymized and aggregated platform telemetry",
      "population": "more than 2,500 SaaS businesses in ChartMogul's dataset",
      "geography": "not stated on the public report page",
      "period": "H1 data from 2021 through 2024; analysis completed July-August 2024",
      "caveat": "ChartMogul customer telemetry is not a census of all SaaS companies. ARR, ARPA, subscriber count, and NRR bucket materially change the comparison.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-045",
      "slug": "saas-benchmarks",
      "metric_category": "retention",
      "figure": "6%",
      "claim": "Only 6% of companies with at least 12,000 subscribers reached at least 100% NRR in ChartMogul's analysis.",
      "source_domain": "chartmogul.com",
      "source_url": "https://chartmogul.com/reports/saas-retention-the-new-normal/",
      "source_title": "The New Normal For SaaS",
      "source_section": "Subscriber count and NRR",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "anonymized and aggregated platform telemetry",
      "population": "more than 2,500 SaaS businesses in ChartMogul's dataset",
      "geography": "not stated on the public report page",
      "period": "H1 data from 2021 through 2024; analysis completed July-August 2024",
      "caveat": "ChartMogul customer telemetry is not a census of all SaaS companies. ARR, ARPA, subscriber count, and NRR bucket materially change the comparison.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-046",
      "slug": "saas-benchmarks",
      "metric_category": "entry_motion",
      "figure": "57% / 26% / 7%",
      "claim": "In ChartMogul's 2026 survey, 57% of products led with a free trial, 26% with freemium, and 7% with a reverse trial.",
      "source_domain": "chartmogul.com",
      "source_url": "https://chartmogul.com/reports/saas-conversion-report/",
      "source_title": "The Conversion Report",
      "source_section": "Free trials are twice as popular as freemium",
      "source_quality": "primary_vendor_survey",
      "evidence_type": "survey of B2B software products",
      "population": "200 B2B software products",
      "geography": "not stated on the public report page",
      "period": "study conducted in January 2026",
      "caveat": "The survey defines free-to-paid conversion as a lead or free signup becoming a paying customer within six months. Entry motion, card requirement, price, and product type change the result.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-047",
      "slug": "saas-benchmarks",
      "metric_category": "trial_length",
      "figure": "62%",
      "claim": "A 14-day trial was the most common trial length, used by 62% of surveyed products.",
      "source_domain": "chartmogul.com",
      "source_url": "https://chartmogul.com/reports/saas-conversion-report/",
      "source_title": "The Conversion Report",
      "source_section": "Free trials are twice as popular as freemium",
      "source_quality": "primary_vendor_survey",
      "evidence_type": "survey of B2B software products",
      "population": "200 B2B software products",
      "geography": "not stated on the public report page",
      "period": "study conducted in January 2026",
      "caveat": "The survey defines free-to-paid conversion as a lead or free signup becoming a paying customer within six months. Entry motion, card requirement, price, and product type change the result.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-048",
      "slug": "saas-benchmarks",
      "metric_category": "conversion",
      "figure": "8%",
      "claim": "The median free-to-paid conversion rate across ChartMogul's 200 surveyed B2B software products was 8% within six months.",
      "source_domain": "chartmogul.com",
      "source_url": "https://chartmogul.com/reports/saas-conversion-report/",
      "source_title": "The Conversion Report",
      "source_section": "The myth of normal free-to-paid conversion",
      "source_quality": "primary_vendor_survey",
      "evidence_type": "survey of B2B software products",
      "population": "200 B2B software products",
      "geography": "not stated on the public report page",
      "period": "study conducted in January 2026",
      "caveat": "The survey defines free-to-paid conversion as a lead or free signup becoming a paying customer within six months. Entry motion, card requirement, price, and product type change the result.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-049",
      "slug": "saas-benchmarks",
      "metric_category": "saas_spend",
      "figure": "$55.7M",
      "claim": "Organizations in Zylo's 2026 benchmark spent an average of $55.7 million on SaaS annually, up 8% year over year.",
      "source_domain": "zylo.com",
      "source_url": "https://zylo.com/2026-saas-management-index",
      "source_title": "2026 SaaS Management Index",
      "source_section": "Portfolios Make Room for New AI Investments-But It Comes at a Cost",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "SaaS management platform telemetry",
      "population": "Zylo's real-world dataset covering 40M+ licenses and $75B+ in discovered and categorized SaaS and cloud spend",
      "geography": "not stated on the public report page",
      "period": "2026 edition with year-over-year comparisons; nine years of underlying spend, license, and usage data",
      "caveat": "Zylo customer telemetry describes managed organizational software portfolios, not SaaS vendor unit economics or a probability sample of every company.",
      "audited_at": "2026-07-10"
    },
    {
      "claim_id": "SAAS-050",
      "slug": "saas-benchmarks",
      "metric_category": "saas_portfolio",
      "figure": "305 apps",
      "claim": "Organizations in Zylo's 2026 benchmark held an average of 305 applications while overall app counts dipped 0.07% year over year.",
      "source_domain": "zylo.com",
      "source_url": "https://zylo.com/2026-saas-management-index",
      "source_title": "2026 SaaS Management Index",
      "source_section": "Portfolios Make Room for New AI Investments-But It Comes at a Cost",
      "source_quality": "first_party_platform_benchmark",
      "evidence_type": "SaaS management platform telemetry",
      "population": "Zylo's real-world dataset covering 40M+ licenses and $75B+ in discovered and categorized SaaS and cloud spend",
      "geography": "not stated on the public report page",
      "period": "2026 edition with year-over-year comparisons; nine years of underlying spend, license, and usage data",
      "caveat": "Zylo customer telemetry describes managed organizational software portfolios, not SaaS vendor unit economics or a probability sample of every company.",
      "audited_at": "2026-07-10"
    }
  ]
}
