Freed

An estimated single-digit multiple over inference, against a product whose real costs are the regulated environment it operates in rather than the tokens.

FAIR

The price is mostly buying things that are not the model: evals, data pipelines, integrations, compliance, support, real interface work.

Vendor
Freed AI
Category
Healthcare
Tier
Core
Price / month
$79
Est. API cost
$12.96
Est. markup
6.1×
Price checked
11 Aug 2026
Verification
verified
§1 · Billing

What the price actually is

Core tier, per clinician per month on monthly billing. The page also lists Starter at $39 and Premier at $119 monthly ($104 annual), and shows promotional strikethrough pricing, so what counts as list price moves. Group and health-system pricing is quoted rather than published.

§2 · Assumption

The usage this is priced against

A clinician seeing 80 patients a month at about 18 minutes each: 1,440 minutes of consultation audio transcribed, then a structured clinical note generated per visit.

Someone using it half as much sees double the multiple. The assumption is the argument — if you disagree with it, the number below is not about you. Change it in the calculator.

§3 · Arithmetic

The cost math, in full

Estimated monthly inference cost

1,440 audio minutes$8.64

Speech-to-text transcription at $0.01 per audio minute · 80 visits × ~18 minutes of consultation audio

960,000 input tokens$2.88

Mid-tier frontier text model at $3.00 / 1M input tokens · structured SOAP note generated from each transcript

96,000 output tokens$1.44

Mid-tier frontier text model at $15.00 / 1M output tokens

Estimated cost$12.96
Price paid (Core)$79
Estimated markup6.1×

Rates come from a dated rate card of representative published API prices, not from the vendor. Nobody outside these companies knows what they actually pay; volume discounts and in-house serving both push real costs below these figures, which makes every multiple here a floor rather than a ceiling.

§4 · Reasoning

Why this verdict, not the number

This is the clearest case on the site for why the multiple does not decide the verdict. A clinical scribe carries a BAA, audit logging, data residency commitments, retention policy and the liability that follows a note entering a patient record. Those obligations cost money whether or not a single token is generated, and none of them appear in a token bill. The multiple would still be defensible at several times this figure.

What the price buys besides tokens

  • Compliance
  • Eval harness
  • UX craft

HIPAA obligations and a signed BAA, retention and deletion policy, audit trails, and the quality work that separates a usable clinical note from a summary. Errors here are patient-safety events, not bad output, and the review loop that catches them is a real ongoing cost.

§5 · Leaving

What you lose if you leave

The BAA and the compliance posture behind it. Self-hosting this for a practice means you personally own HIPAA exposure, breach notification duties, and whatever a wrong note does to a patient record.

The honest cheaper path

Whisper self-hosted plus a note-generation prompt is technically straightforward and genuinely cheap. It is also the option that puts you, not a vendor, on the wrong end of a HIPAA audit. Cost is not the binding constraint for this category.

§6 · Your numbers

Recompute it for yourself

Recompute this for your own usage

Your estimated cost
Your markup
Cost per unit of our assumption

Scaling assumes your usage has the same shape as ours, just more or less of it. If your mix is different — far more output than input, say — the estimate drifts. It is an estimate either way.

§7 · Sources

Where every number came from

Price recorded 11 Aug 2026 · entry last reviewed 11 Aug 2026. Think something here is wrong? File a correction — we publish them, including the ones that embarrass us.