Markets
Your model mix is priced against a market that changed under you 32 times last quarter — new prices, deprecations, terms shifts — and you usually find out when the invoice lands. A one-off optimization pass has a shelf life; the target keeps moving after you've stopped looking. Managed Inference is the standing version of the audit: once a month we re-benchmark your actual model mix against current prices and send the switch list, plus an alert any week your number moves past your threshold.
01
Monthly re-benchmark memo
Your stack recomputed against the latest index: what moved, what to switch, the saving and the risk you dodged, the reasoning.
02
Threshold alerts
The same engine as Stack Watch, but on your actual model mix — any week the number moves past your threshold.
03
Async questions
Email us, fair use, answered within 2 working days. No calls, no standing meetings.
What a switch list looks like
Illustrative — live Index rows, not a client outcome
- Strong tier · Claude Sonnet 5 — $2.00 / $10.00 per Mtok today, but intro pricing ends 31 Aug and it steps up to $3.00 / $15.00 on 1 Sep. A scheduled 50% rise on a rung you're already standing on — flagged before it lands, not after.
- Same capability bar, open weights — DeepSeek V4 Pro runs $0.435 / $0.87 per Mtok. Whether your workload can tolerate that spread is the judgment call the memo makes for you.
- Workhorse tier — GPT-5.4-mini ($0.75 / $4.50) versus Gemini 3.1 Flash-Lite ($0.25 / $1.50): same tier, 3× apart on input.
Prices observed 6–16 Jul 2026, read by hand from each provider's own pricing page — the independent index nobody else maintains. Your memo runs the same comparison on your actual model mix.
£500/mo
Built for teams spending £5k+/month on inference.
First 3 founding clients — £350/mo, locked.
First month free — a full re-benchmark and switch list before you pay a penny. Your first paid month is guaranteed too: if it doesn't surface saving or a live risk worth more than the fee, we refund it, no argument. £500/mo, cancel anytime.
Already run the £500 Token-Cost Audit? It credits into your first Managed month if you subscribe within 30 days — you're not paying twice to taste it.
Opening soon — tell us your stack and we'll reach out.