Subscription billing tools cover a wide spread of needs: recurring payments, usage metering, invoicing, subscription management, payment orchestration, and related reporting. This May 2026 view uses the supplied ToolVitals dataset for 37 tools, including each tool’s ToolVitals score, health score, shipping score, GitHub stars, status, and short product description.

The ranking is ordered by ToolVitals score first, with GitHub stars used only as a secondary popularity signal when scores are tied. That puts actively healthy and shipping projects ahead of more popular projects when their ToolVitals scores differ, while still giving a tie-break advantage to tools with broader GitHub traction.

Rankings

RankToolHealthShippingGitHub StarsScoreStatus
1Invoice Ninja97100972394🟢 Excellent
2Flexprice97100356094🟢 Excellent
3AI Billing88100293🟢 Excellent
4React Native Iap8991322590🟢 Excellent
5Lago9278963486🟢 Excellent
6Subscribie74726373🟢 Good
7Ctrlpanel835650271🟢 Good
8Kill Bill8156545770🟢 Good
9Meteroid8156106970🟢 Good
10lakasir785686068🟢 Good
11REMP764713763🟢 Good
12Unimeter7030052🟡 Fair
13Autumn800252944🟡 Fair
14Usage Credits553016244🟡 Fair
15FOSSBilling790155443🟡 Fair
16BillRun76012642🟡 Fair
17Lotus730182640🟡 Fair
18dj-stripe710178339🔴 Needs Attention
19Open Source Billing70076738🔴 Needs Attention
20Invoice Collector70011338🔴 Needs Attention
21Subflow68015737🔴 Needs Attention
22Hostinvo680137🔴 Needs Attention
23Meterflow680037🔴 Needs Attention
24NovaBilling640135🔴 Needs Attention
25ValueCell6101058634🔴 Needs Attention
26MesaHub610034🔴 Needs Attention
27SaaS Payment Platform550530🔴 Needs Attention
28Recura550030🔴 Needs Attention
29SubTrackr550030🔴 Needs Attention
30BizzAI4802926🔴 Needs Attention
31AgentPay AI4801326🔴 Needs Attention
32Revstack480126🔴 Needs Attention
33Safar Setu420423🔴 Needs Attention
34bframeLib3601020🔴 Needs Attention
35Bill Flow290016🔴 Needs Attention
36Bilify270715🔴 Needs Attention
37LibreBill210212🔴 Needs Attention

Top 3 Highlights

Invoice Ninja ranks first with a ToolVitals score of 94, matching Flexprice on score but leading the tie-break with 9,723 GitHub stars. Its health score and shipping score are both very strong at 97 and 100, and its scope is broad: invoices, quotes, projects, and time tracking in a Laravel-based source-available app.

Flexprice ranks second with the same 94 ToolVitals score as Invoice Ninja and a 100 shipping score. Its description is tightly aligned with modern subscription billing needs, including usage-based pricing, realtime usage metering, credits, top-ups, feature access control, and both cloud or self-hosted deployment options.

AI Billing ranks third with a 93 ToolVitals score and a 100 shipping score despite only 2 GitHub stars. The dataset describes it as a billing layer for Vercel AI SDK applications, so its ranking appears driven by ToolVitals health and shipping signals rather than broad repository popularity.

Want to see the full details, pricing, and trend data for every tool in Subscription Billing? Browse all Subscription Billing Tools →