From subscriptions to usage — and back to hybrid
Several vendors abandoned flat subscriptions for pure pay-as-you-go -- then re-introduced tier structure on top. The stable destination is hybrid (a seat or platform fee plus metered overage), where 144 of 338 corpus companies (43%) sit -- the single largest paid structure -- while a freemium overlay (169) is the most common arrangement overall.
What's happening — and why
What's happening: several vendors dropped flat subscriptions for pure pay-as-you-go — then quietly added tiers and base fees back on top. The common landing spot is 'hybrid': a platform or seat fee plus metered overage.
Why: pure usage aligns price with value but makes revenue (for the vendor) and spend (for the buyer) hard to predict. A base fee restores that predictability while metering still captures heavy users — so the market converges on a blend rather than either extreme.
How it works
Evidence over time
8 supporting · 4 counter — hover or tap a point for detail, click to jump to the row.
Evidence
| Company | Date | What happened |
|---|---|---|
| Exa | Jul 2024 | Dropped subscription tiers entirely for pure pay-as-you-go credits. |
| Tavus | Aug 2024 | Pivoted from a flat $275/mo 'Intro' plan to usage-based CVI API pricing. |
| ElevenLabs | May 2025 | Began an explicit shift toward pay-as-you-go metering. |
| Deepgram | Oct 2022 | Restructured to prepaid PAYG / Starter / Growth credit packs. |
| Lindy | Mar 2026 | Pivoted from credit-pack PAYG model to a flat subscription ladder (Plus $49.99, Pro $99.99, Max $199.99) in March 2026 — subscription added back on top of the usage logic, illustrating the bidirectional nature of the drift. |
| Synthflow | Jun 2024 | Launched as bundled-minutes subscription tiers (Starter/Pro/Growth/Agency) after pivoting from earlier PAYG positioning; the per-minute meter is wrapped in a subscription structure rather than exposed directly. |
| Dust | Jun 2026 | Scrapped a ~2-year-stable flat €29/seat unlimited plan for credit-metered Free/Pro($30)/Max($150) seats — every message now consumes credits against a monthly allowance, with $0.01/credit programmatic overage. A clean subscription→usage move that kept the seat/plan envelope (hybrid), not pure PAYG. |
| Qodo | Jun 2026 | Replaced per-seat Teams pricing with a pooled credit balance ($.012/credit, packs of 2.5K/5K/20K) plus purchasable overage against a buyer-set cap — flat per-seat subscription drifting to pack-bundled usage metering, landing on the hybrid attractor. |
Counterexamples
- Bland AI · Dec 2025 — Re-coupled per-minute usage to subscription plan tiers (Build $299 / Scale $499).
- Exa · Apr 2026 — Re-introduced structured per-endpoint pricing cards atop the PAYG base.
- Runway · May 2026 — Stayed subscription-first — per-seat tiers with bundled monthly credits plus a usage API.
- Daily · Jun 2022 — Shifted to pure PAYG from subscriptions and stayed there — a clean drift to pure-usage without the walk-back to hybrid.
Trivia
-
Exa completed a full round-trip in the corpus's subscription-to-usage-drift arc: it dropped subscription tiers entirely for pure pay-as-you-go credits in July 2024, then re-introduced structured per-endpoint pricing cards on top of the PAYG base in April 2026 — the only corpus vendor documented to have gone subscription → pure-PAYG → hybrid in sequence, ending at the same destination as vendors that never removed the subscription floor.
-
Hybrid pricing's emergence as the corpus's gravitational centre (65/158 at 41%, the largest paid-structure tag, behind only the freemium tag at 85) is a bottom-up convergence: no vendor described their model as "hybrid" when they built it. The label emerged from observing that the endpoint of both directions of drift — vendors leaving flat subscriptions and vendors walking back pure usage — is a seat-or-platform-fee plus a meter.
-
The bidirectional nature of the drift (subscriptions adding usage, pure-usage adding floors) means there is no default "more advanced" direction in AI pricing evolution. Bland AI re-coupling per-minute usage to subscription tiers (December 2025) and Exa re-adding endpoint cards (April 2026) both moved toward hybrid from opposite starting points — confirming hybrid as an attractor state rather than a midpoint on a one-way journey.
For buyers
Pure-usage pricing is volatile to forecast, and many vendors walk it back toward hybrid for revenue predictability. Expect a base fee to reappear; negotiate the metered component and any minimums separately from the platform fee.
For vendors
Moving to usage needs metering and prepaid/credit plumbing; keeping revenue predictable then needs a platform fee or commitment on top. The stable destination is hybrid — a seat or base fee plus metered overage — so build for both from the start.
Outlook — what to watch
Hybrid will remain the centre of gravity. The interesting movement is at the edges: outcome/agent pricing (charge per resolved ticket or completed task) is the next experiment, but adoption is tiny so far. Watch whether agentic products can make a usage-only or outcome model stick where SaaS couldn't.
Bottom line
Several vendors went pure-PAYG (Exa, Tavus, ElevenLabs) then re-introduced structure. Hybrid (144/338, 43%) is the gravitational centre — the largest paid structure — not pure usage.
FAQ
Is usage-based pricing replacing subscriptions for AI?
Not wholesale. Several vendors moved from flat subscriptions to pure pay-as-you-go, but many then re-added tiers. The corpus shows hybrid — a base fee plus metered overage — as the stable endpoint, not pure usage.
Why do vendors move back from pure usage to hybrid?
Pure usage makes revenue hard to forecast for the vendor and spend hard to forecast for the buyer. A platform fee or commitment restores predictability while metering still captures heavy users.
What's the difference between usage-based and hybrid pricing?
Usage-based bills only for what you consume; hybrid combines a fixed recurring fee (often a seat) with variable usage charges. Hybrid is the most common paid structure in the corpus — 144 of 338 companies (43%) — behind only the freemium overlay (169).