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Benchmark

Tier-by-tier competitive pricing, with provenance.

Benchmark taps a maintained database of competitor pricing — products, tiers, features, and discounts, each carrying the source it came from — and analyzes the market without you writing SQL.

What you get

  • Competitive collection across companies and tiers, with an optional auto web-scrape.
  • Deterministic analyses: use-case coverage, tier levels, feature comparison, model comparison, price-level comparison, total cost.
  • One optional AI alignment pass that normalizes free-text and maps tiers to universal levels.
  • Exploration via templates, saved reports, and a plain-English query bar.

Run your pricing on Albi.

Tell us what you sell and how you bill. A scoping call gets you the shape of the engagement and a number.