{
 "source": "Cledara SaaS Market Data",
 "page": "https://data.cledara.com/spend-trends/2026-q3?currency=GBP",
 "updated": "2026-09-30",
 "publicationId": "364c3afff06d4ded6a7629be17e724a2c7dcacde85f502960213b646893c72a0",
 "contentModified": "2026-09-30T10:22:29.365Z",
 "exportVersion": 2,
 "observationThrough": "2026-08",
 "selection": {
  "currency": "GBP"
 },
 "selectionNote": "All matching source rows are included. The count parameter controls the visible table, not export truncation. Currency-agnostic metrics retain their global denominator. Category spend benchmarks cover the whole category, independently of the ranking subcategory filter.",
 "license": "https://creativecommons.org/licenses/by-nc/4.0/",
 "columns": [
  "category",
  "currency",
  "median_annual_spend",
  "p25_annual_spend",
  "p75_annual_spend",
  "yoy_pct",
  "annualization_basis",
  "metric",
  "month",
  "value",
  "p25",
  "median",
  "p75",
  "unit",
  "baseline_month",
  "definition"
 ],
 "rows": [
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "annual_software_spend",
   "month": "2026-08",
   "value": 73330.68,
   "p25": 27823.42,
   "median": 73330.68,
   "p75": 153499.44,
   "unit": "GBP",
   "baseline_month": null,
   "definition": "Trailing-12-month per-company spend distribution in the Cledara-observed buyer sample; no FX conversion. The buyer cohort can change and new buyers may have less than a full year of observed payments."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "paid_tools_per_company",
   "month": "2026-08",
   "value": 32,
   "p25": 17,
   "median": 32,
   "p75": 47,
   "unit": "tools_per_company",
   "baseline_month": null,
   "definition": "Paid tools per company over the trailing-12-month window in the Cledara-observed buyer sample; payments do not establish active usage."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2020-07",
   "value": 100,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2020-07",
   "value": 100,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2020-08",
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   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
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   "currency": "GBP",
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2020-08",
   "value": 117,
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   "median": null,
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   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
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   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "value": 117,
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
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   "p75_annual_spend": null,
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   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "definition": "Raw monthly index; null marks a publication gap."
  },
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   "unit": "index_points",
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  },
  {
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   "unit": "index_points",
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   "metric": "software_spend_index_raw",
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   "metric": "software_spend_index",
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   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
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   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "metric": "software_spend_index",
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   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
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   "unit": "index_points",
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   "unit": "index_points",
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  },
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   "metric": "software_spend_index",
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   "unit": "index_points",
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   "unit": "index_points",
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   "unit": "index_points",
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  {
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  {
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   "unit": "index_points",
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  {
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   "definition": "Raw monthly index; null marks a publication gap."
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   "metric": "software_spend_index",
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   "unit": "index_points",
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  },
  {
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   "definition": "Raw monthly index; null marks a publication gap."
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   "metric": "software_spend_index",
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   "unit": "index_points",
   "baseline_month": "2020-07",
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  },
  {
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   "metric": "software_spend_index_raw",
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   "definition": "Raw monthly index; null marks a publication gap."
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   "metric": "software_spend_index",
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   "unit": "index_points",
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  },
  {
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   "metric": "software_spend_index_raw",
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   "unit": "index_points",
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   "definition": "Raw monthly index; null marks a publication gap."
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  {
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   "metric": "software_spend_index",
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   "unit": "index_points",
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  },
  {
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   "metric": "software_spend_index_raw",
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   "unit": "index_points",
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   "definition": "Raw monthly index; null marks a publication gap."
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   "unit": "index_points",
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  },
  {
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   "unit": "index_points",
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   "definition": "Raw monthly index; null marks a publication gap."
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   "metric": "software_spend_index",
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   "unit": "index_points",
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  },
  {
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   "unit": "index_points",
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   "definition": "Raw monthly index; null marks a publication gap."
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   "metric": "software_spend_index",
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   "unit": "index_points",
   "baseline_month": "2020-07",
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  },
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   "metric": "software_spend_index_raw",
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   "unit": "index_points",
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   "definition": "Raw monthly index; null marks a publication gap."
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   "p75_annual_spend": null,
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   "metric": "software_spend_index",
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   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
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   "metric": "software_spend_index_raw",
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   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
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   "metric": "software_spend_index",
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2023-10",
   "value": 1372,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "value": 1372,
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2023-11",
   "value": 1381,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
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   "metric": "software_spend_index",
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "value": 1352,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2024-01",
   "value": 1527,
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   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
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   "annualization_basis": null,
   "metric": "software_spend_index",
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "p25": null,
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   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
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   "metric": "software_spend_index",
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "value": 1507,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "value": 1404,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "value": 1502,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "value": 1582,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
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   "metric": "software_spend_index_raw",
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   "value": 1523,
   "p25": null,
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   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
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   "annualization_basis": null,
   "metric": "software_spend_index",
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
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   "metric": "software_spend_index_raw",
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   "value": 1537,
   "p25": null,
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   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2024-09",
   "value": 1400,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2024-10",
   "value": 1441,
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2024-10",
   "value": 1441,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2024-11",
   "value": 1406,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2024-11",
   "value": 1406,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2024-12",
   "value": 1441,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2024-12",
   "value": 1444,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2025-01",
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2025-01",
   "value": 1478,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
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   "metric": "software_spend_index",
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   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2025-02",
   "value": 1398,
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   "median": null,
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   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2025-03",
   "value": 1398,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2025-03",
   "value": 1387,
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "value": 1387,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2025-04",
   "value": 1336,
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2025-05",
   "value": 1345,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "value": 1345,
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
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   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2025-06",
   "value": 1345,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2025-06",
   "value": 1362,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2025-07",
   "value": 1345,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2025-07",
   "value": 1333,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2025-08",
   "value": 1362,
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2025-08",
   "value": 1445,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2025-09",
   "value": 1464,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "value": 1464,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2025-10",
   "value": 1480,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2025-11",
   "value": 1464,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2025-11",
   "value": 1413,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2025-12",
   "value": 1480,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "value": 1510,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2026-01",
   "value": 1510,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2026-01",
   "value": 1601,
   "p25": null,
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   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
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   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "value": 1601,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "p25": null,
   "median": null,
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   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
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   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "value": 1615,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
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   "value": 1677,
   "p25": null,
   "median": null,
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   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
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   "value": 1615,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2026-05",
   "value": 1587,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2026-06",
   "value": 1641,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2026-06",
   "value": 1641,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2026-07",
   "value": 1641,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2026-07",
   "value": 1704,
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   "median": null,
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   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
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   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index",
   "month": "2026-08",
   "value": 1641,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Published index: trailing 3-month rolling median; null marks a publication gap. The Cledara-observed buyer cohort can change between months."
  },
  {
   "category": null,
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "software_spend_index_raw",
   "month": "2026-08",
   "value": 1543,
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   "p75": null,
   "unit": "index_points",
   "baseline_month": "2020-07",
   "definition": "Raw monthly index; null marks a publication gap."
  },
  {
   "category": "AI Platforms & Model Ops",
   "currency": "GBP",
   "median_annual_spend": 10472.64,
   "p25_annual_spend": 3158.28,
   "p75_annual_spend": 35004.96,
   "yoy_pct": 352.6,
   "annualization_basis": "latest_month_times_12",
   "metric": "category_annualized_spend",
   "month": "2026-08",
   "value": 10472.64,
   "p25": 3158.28,
   "median": 10472.64,
   "p75": 35004.96,
   "unit": "GBP",
   "baseline_month": null,
   "definition": "Latest complete month's per-company distribution multiplied by 12; not a trailing-year total. YoY compares monthly medians."
  },
  {
   "category": "AI Platforms & Model Ops",
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "category_monthly_median_spend",
   "month": "2024-09",
   "value": 77.62,
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   "median": null,
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   "unit": "GBP",
   "baseline_month": null,
   "definition": "Published per-company monthly category median, without annualization."
  },
  {
   "category": "AI Platforms & Model Ops",
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "category_monthly_median_spend",
   "month": "2024-10",
   "value": 75.37,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "GBP",
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   "definition": "Published per-company monthly category median, without annualization."
  },
  {
   "category": "AI Platforms & Model Ops",
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "category_monthly_median_spend",
   "month": "2024-11",
   "value": 81.07,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "GBP",
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   "definition": "Published per-company monthly category median, without annualization."
  },
  {
   "category": "AI Platforms & Model Ops",
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "category_monthly_median_spend",
   "month": "2024-12",
   "value": 85.29,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "GBP",
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   "definition": "Published per-company monthly category median, without annualization."
  },
  {
   "category": "AI Platforms & Model Ops",
   "currency": "GBP",
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "category_monthly_median_spend",
   "month": "2025-01",
   "value": 98.15,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "GBP",
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   "definition": "Published per-company monthly category median, without annualization."
  },
  {
   "category": "AI Platforms & Model Ops",
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   "unit": "percent_of_software_payments",
   "baseline_month": null,
   "definition": "Published legacy payment-cadence inference; not confirmed vendor billing terms. This edition does not record the newer calendar-cadence rule."
  },
  {
   "category": null,
   "currency": null,
   "median_annual_spend": null,
   "p25_annual_spend": null,
   "p75_annual_spend": null,
   "yoy_pct": null,
   "annualization_basis": null,
   "metric": "inferred_usage_billing_share",
   "month": "2026-08",
   "value": 68,
   "p25": null,
   "median": null,
   "p75": null,
   "unit": "percent_of_software_payments",
   "baseline_month": null,
   "definition": "Published legacy payment-cadence inference; not confirmed vendor billing terms. This edition does not record the newer calendar-cadence rule."
  }
 ]
}