Benchmarks from named companies, not a survey.

Saved coverage: Oct 22, 2026. Financial figures retain their own reported periods; a newer event does not refresh them.

Every point is a named public company and a figure from its own filing in the saved coverage dataset. Pick a peer group to see the median, the middle half and the range — and how many companies actually report each figure.

244 current, source-linked software peers in the saved snapshot
Stored data shown below. Filtering and live refresh require JavaScript.
MeasureMedianMiddle halfSpreadHighestLowestReported by
Revenue growth vs a year ago11.8%3.2% to 24.1%-61.3% to 9000.0%Quantum Computing Inc. 9000.0%System1, Inc. -61.3%243 of 244
Change in growth rate vs prior period-0.4 pts-3.2 pts to 2.6 pts-2185.0 pts to 362.9 ptsPalladyne AI Corp. 362.9 ptsNixxy, Inc. -2185.0 pts213 of 244
Gross margin70.7%49.2% to 79.6%-21.0% to 97.8%EverQuote, Inc. 97.8%Quantum Computing Inc. -21.0%207 of 244
Operating margin2.7%-10.1% to 13.0%-6939.6% to 77.7%AppLovin Corp 77.7%Quantinuum Inc. -6939.6%241 of 244
Sales & marketing, % of revenue25.1%15.2% to 35.3%0.8% to 366.7%Quantinuum Inc. 366.7%Nixxy, Inc. 0.8%191 of 244
R&D, % of revenue19.0%12.3% to 25.2%0.0% to 4592.3%Quantinuum Inc. 4592.3%Nixxy, Inc. 0.0%195 of 244
Contracted backlog (RPO) growth10.8%-1.0% to 25.0%-60.7% to 1347.1%Palladyne AI Corp. 1347.1%Intellicheck, Inc. -60.7%122 of 244
Free cash flow margin14.9%5.8% to 24.0%-5422.9% to 72.5%AppLovin Corp 72.5%Quantum Computing Inc. -5422.9%225 of 244
Rule of 402911 to 43-904 to 3577Quantum Computing Inc. 3577Rigetti Computing, Inc. -904224 of 244

Spread shows the full range (thin line), the middle half of companies (block) and the median (tick). Each company’s latest reported quarter versus a year earlier; free cash flow uses the last fiscal year.

Calculated from the default Software & internet cohort in the saved snapshot. Missing fields and SG&A-only sales/marketing are excluded; named filing sources remain linked. JavaScript enables other groups.

Every company in this group

How these are calculated

Figures come from SEC’s published data sets of what each company tagged in its filings, aligned to calendar quarters by SEC. Growth compares the latest quarter with the same quarter a year earlier. Margins are the company’s reported line items divided by revenue. A company is left out of a measure when it doesn’t report the inputs — it isn’t estimated or borrowed from a peer. Companies without figures for the latest quarter are excluded.