Series · 04 — Pricing accuracy
$185 vs $349 — small numbers, big consequences
A 47% pricing error doesn't sound like much — but the direction of the error, multiplied across the tools you haven't picked yet, is the difference between starting this week and waiting another month.
A 47% pricing error doesn't sound like much. It's two coffee orders different on a single subscription.
Run the math at scale. A five-person team running $5k/month on AI infra tooling, with a 47% over-estimate on each tool, is sitting on $2k/month of mis-budgeted spend they didn't realize they could deploy elsewhere. That's $24k/year. For a seed-stage team, that's a contractor. For a solo founder, it's the difference between starting outbound this week and waiting until next month.
Approximate truth costs real money. The size of the error doesn't matter; the direction of the error matters. Over-estimates make founders pause. Under-estimates make them commit to plans they can't fund.
Cerver doesn't make Claude better at pricing. It lets you see what Claude said next to what Codex said and make the call yourself. The price difference between $185 and $349 is one cell in a comparison table — but it's the cell that decides whether you start.
See it for yourself.
Run the same prompt on Claude and Codex in one session and keep whichever won — that's cerver compare.