Scoring criteria
8 criteria, 79 capabilities, no estimates
The Quote-to-Cash Scorecard rates 44 quote-to-cash (QTC) platforms out of 100. It does not ask which stage of the process a platform covers. It asks how well the platform does the five jobs a B2B company hires it for: monetization, deal to cash, finance operations, customer lifecycle, automation and AI. Two more criteria measure how deep and how connected the product is, and a last one reads its G2 rating.
Each of the 79 capabilities is graded from the vendor's own public website or documentation, and the page that proves it is linked on the platform's review. Nothing is estimated: a capability that is not documented scores zero. A good product can therefore score low if its vendor publishes little.
No vendor pays to be listed, to move up or to be removed. Archipel Marketing is not scored on the scorecard. Something outdated or missing? Suggest a platform or contact us.
The scorecard
Where the 100 points come from
Finance operations
20 ptsInvoicing, credit notes, payments, dunning, tax and revenue recognition: average level of 21 capabilities, each proven on the vendor’s public site or documentation.
Depth
20 ptsHow many of the 79 capabilities the vendor documents as a core strength, relative to the best product in the panel.
Monetization
15 ptsCatalog, pricing models, subscriptions, usage, hybrid pricing and prepaid credits: average level of 13 capabilities.
Connectivity
15 ptsHalf: how many of six families are covered (CRM, ERP and accounting, payments, tax, e-signature, data warehouse). Half: number of named connectors, capped at 20.
Deal to cash
10 ptsQuotes, approvals, signature, contracts and orders: average level of 25 capabilities.
Automation and AI
10 ptsAPI, webhooks, CRM and ERP sync, AI agents and MCP server: average level of 11 capabilities.
Customer lifecycle
5 ptsRenewals, upsell, cancellations and SaaS metrics (MRR, churn, cohorts): average level of 9 capabilities.
G2 rating
5 ptsG2 rating out of 5, read manually on G2. A product without G2 reviews scores the panel average.
Why these weights
- Finance operations and depth weigh the most (20 each). Invoicing, collections, tax and revenue recognition are where a quote-to-cash platform saves the most manual work, and where a shallow product shows first.
- Monetization and connectivity weigh 15 each. Pricing models change faster than contracts, and a platform that cannot sync with the CRM and the ERP leaves the re-keying to people.
- Deal to cash and automation weigh 10 each. Quoting and contracts matter, but many companies keep complex configuration in their CRM; the criterion rewards the handoff more than a full CPQ suite.
- Customer lifecycle and G2 weigh 5 each. Renewals and SaaS metrics are documented by most platforms, and almost every G2 rating sits between 4 and 5: both separate platforms little. A platform without G2 reviews gets the panel average.
These weights are a choice, and they are published so that anyone can recompute the scorecard from the evidence on each review page.
The five jobs and their capabilities
- Monetization: 13 capabilities, each counted in one job only.
- Deal to cash: 25 capabilities, each counted in one job only.
- Finance operations: 21 capabilities, each counted in one job only.
- Customer lifecycle: 9 capabilities, each counted in one job only.
- Automation and AI: 11 capabilities, each counted in one job only.
How a capability is graded
A job's score is the average level of its capabilities, on this scale.
| Core strength | 1 | documented in depth, presented by the vendor as a flagship capability |
| Supported | 0.8 | documented as part of the product |
| Add-on | 0.5 | sold as a paid module or a sibling product of the same vendor |
| Via partner | 0.5 | available only through a third-party integration |
| Not documented | 0 | nothing public says the product does it |
Points are rounded to one decimal per criterion before they are added, so the breakdown on each review always sums to the score.
The four tiers
The score ranks; the tier groups. It follows from the score mechanically, with no editorial override.
Leader
80 and above / 100
3 platforms
Strong performer
70 to 79.9 / 100
12 platforms
Established
60 to 69.9 / 100
8 platforms
Emerging
below 60 / 100
21 platforms
Questions about the scoring
Why score by buyer job instead of by process stage?
Because buyers do not shop for a stage. They shop for a job: price a hybrid plan, turn quotes into orders, close the books, keep ARR in the CRM. Grouping the 79 capabilities into five jobs makes each score answer a question a buyer actually asks.
What does the depth criterion reward?
How many capabilities a vendor documents as a core strength, relative to the best of the panel (Hyperline, with 25). Two platforms can tick the same boxes; depth separates the one built for quote-to-cash from the one that covers it in passing.
Can a vendor change its score?
Only by publishing. If a capability is documented on its site or in its documentation, send us the page through the contact form: it is checked and the score is recomputed for everyone with the same rule.
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