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Subscription & usage billing

Seat + metered token/API billing for AI products.

At a glance — Oct 2026

Updated 2026-10-27 · forward this page: /jtbds/billing#brief

Scores as of 2026-09-14 (43 days old; Depot marks scores stale after 30 days). The pick is still Depot's current editorial pick; it has not been re-reviewed since. Prices below carry their own dates.

Depot Pick
Stripe · 8.76/10 for this job (curated estimate, high confidence)

Stripe remains cash collection default; Orb/Lago/OpenMeter for serious usage meters.

Runner-up
Orb · 8.03/10
When not to use the pick
Complex AI pricing simulations — Orb; OSS self-host metering — Lago; API gateway entitlements/token meters — OpenMeter; very custom ERP — still usually sync from Stripe.
Lock-in / migration
The pick has lower stored lock-in risk than runner-up Orb (6 vs 6.5).
Sourced price (no comparable unit)

Pick: no sourced price in this job's unit (no_sourced_price).

No cheapest SKU (no_comparable_unit_for_job). No price was invented.

Free option
No free resource lists this job. A cheap paid SKU is not a free option.
Failure modes to watch
  • Confirmation skip: Gate those tool names on an approval id recorded before the call. A missing approval is a failure even if the downstream tool returns success.
  • Runaway spend: Set a budget and a tool-call cap per task. Alert when spend jumps. Stop the run at the cap instead of summarizing a partial trace as success.
Reported outcomes (submitted reports only)

This job: loading… JSON · reports never change scores · seed/test records excluded

Depot Pick (Stripe) on this job: loading… JSON · reports never change scores · seed/test records excluded

Cite: Agent Provider Depot, Depot Pick for billing: stripe, scores as of 2026-09-14. Agents: GET /api/decide?jtbd=billing

Depot Pick

Stripe

Stripe remains cash collection default; Orb/Lago/OpenMeter for serious usage meters.

Pricing (directional): Pay-as-you-go payment processing + Billing subscriptions; Connect for marketplaces; Atlas etc.

Cite: Depot Pick for billing: stripe
Overall
8.8
curated_estimate
confidence: high · as of 2026-09-14
Capability fit
9.6
Price / performance
7.8
Latency / reliability
9.4
Developer & agent DX
9.6
Privacy / data retention
8.5
Lock-in risk (higher = worse)
6.0
Maturity / track record
9.8

Lock-in risk: higher = more lock-in (worse). Overall already inverts this dimension.

Sources: Stripe: https://stripe.com · Stripe Billing: https://stripe.com/billing

Non-negotiable for most commercial agent products. Use Billing meters for token pass-through pricing.

Quote for Subscription & usage billing

Depot Pick stays Stripe. Prices below are sourced SKU rows only (as of 2026-10-27). Input and output are not blended. GET /api/quote?jtbd=billing

Nothing was compared. no comparable sourced unit for this job; chat input $/1M and other units were not borrowed pickIsPriceWinner is null.

Sourced price unavailable for the Depot Pick. No row in the pricing index.

10 of 10 candidates have no sourced price row. 10 are excluded from the Matching price comparison (none). no comparable sourced unit for this job; chat input $/1M and other units were not borrowed

Runners-up

When NOT to use the top pick

Complex AI pricing simulations — Orb; OSS self-host metering — Lago; API gateway entitlements/token meters — OpenMeter; very custom ERP — still usually sync from Stripe.

Full ranking (score table)

Ranked with this JTBD's weights. Scores are curated estimates unless marked otherwise. Agents: prefer /api/decide then this table for tie-breaks.

#ProviderOverallFit$/perfLatencyDXAs of
1StripeDepot Pick8.89.67.89.49.62026-09-14
2Lago8.38.68.88.08.02026-09-14
3Polar8.18.48.28.09.02026-09-14
4Paddle8.18.67.68.88.02026-09-14
5Orb8.09.26.59.08.22026-09-14
6Metronome8.09.07.08.68.42026-09-14
7Autumn8.08.08.87.89.22026-09-14
8OpenMeter (Kong Konnect Metering)7.98.47.88.48.22026-09-14
9Lemon Squeezy7.98.07.88.48.62026-09-14
10Amberflo7.47.87.27.67.82026-09-14

Score methodology for this job

Stripe remains cash collection default; Orb/Lago/OpenMeter for serious usage meters.

  • capabilityFit: 25%
  • pricePerformance: 18%
  • latencyReliability: 15%
  • developerDx: 15%
  • privacyPosture: 10%
  • lockInRisk: 7%
  • maturity: 10%