Analytics and monitoring decision

Numbers Game Limited

A small self-hosted replacement is realistic for one competent developer using open-source prior art (listed) to implement ingestion, analytics, storage, and basic UI; the vendor's likely polish, integrations, and data deals would be the primary losses.

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SubscriptionCustom pricing
Initial build44 hours
Monthly upkeep6 hours + $0
Evidence2/3 runs agree

Open-source builds that already do this

Every project below is open source and already does this job today. Fork one, self-host it, or take the parts you need - the build prompt further down assumes an empty file, and this is the shortcut past that. Licences differ; check the one on each card before you ship. All Numbers Game Limited alternatives, with the arithmetic →

What a replacement has to do

  • Ingest match/league data, compute per-player and per-team statistics, store results, render interactive charts/reports, export/share reports.

What it still won’t have

  • Polished UX and design polish
  • Any proprietary data licensing or paid data feeds
  • Built-in integrations with fantasy platforms or one-click imports
  • Brand, user base, and ongoing product support

What remains hard

  • Product polish and ongoing maintenance
Read the build prompt

First-year cost

No published price

Numbers Game Limited does not publish a price we could read, so there is nothing to compare against. What building costs is below.

Money you would actually spend

Keep paying

Subscription price × seats × 12

Build it

AI build APIs + hosting

Time you would spend

What you would spend

What we assumed

The verdict above measures whether you could build it. This one is only about money.

Runnable build prompt

Not run yet
Build a minimal self-hosted football stats web app using Node.js (Express) + Postgres + React. Core features in scope: CSV/upload ingestion and normalization; input validation and mapping to a canonical match/player schema; background jobs to compute per-player, per-team, and weekly aggregated stats; REST API plus React UI with basic charts (Chart.js) and table views; CSV and PDF export of reports; basic auth (email/password). Out of scope: paid data-feed integrations, multi-tenant billing, and mobile apps. Include error handling, input validation, automated tests for ingestion and computation, and a Docker Compose setup for local development and production deployment.
How we checked3 sources · 2/3 runs agreed · evidence score 86

How the score was reached

  • Build verdict base78
  • An open-source build was found+5
  • 3 cited sources+3
  • Evidence score86

The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time - so the same evidence always produces the same number.

How scoring works →

Cited sources · 3

Every page the run actually retrieved.

Integrity checks

What held up, and what did not.

! 2 of 3 runs agreed; the verdict is the majority✓ Citations limited to fetched pages! 1 moat recorded