Tag

cost-control

11 posts tagged "cost-control".

Posts

Latest first

Four Outcomes That Get an LLM Gateway Funded
Company

Four Outcomes That Get an LLM Gateway Funded

A feature matrix does not survive a finance review. The internal case for an LLM gateway is four measurable outcomes — total spend, unit cost, performance under load, and shipping speed — each with a number attached.

nRouter team
10 minRead →
Budget Ceilings That Turn AI Spend Into a Forecast
Product

Budget Ceilings That Turn AI Spend Into a Forecast

A forecast is only a forecast if the worst case is bounded. Set hard dollar ceilings at the org, team, user and key scope, decompose next month's number into them, and know exactly which code your client gets when one bites.

nRouter team
11 minRead →
Cut LLM Costs by Routing, Not by Rewriting Your App
Product

Cut LLM Costs by Routing, Not by Rewriting Your App

Routing is the one cost lever you can pull from a dashboard. Point an alias at a set of models, choose cost or latency or weighted, and change what a request costs without touching a line of application code.

nRouter team
11 minRead →
5% of Requests, 60% of the Bill: Reading Cost Against Usage
Engineering

5% of Requests, 60% of the Bill: Reading Cost Against Usage

Request count and dollar cost tell different stories, and the gap between them is where the savings are. Here are the four shapes an overlay of cost and usage produces, which one to chase first, and what makes the numbers trustworthy enough to act on.

nRouter team
11 minRead →
Set Up LLM Log Callbacks: Datadog, Langfuse, S3, Slack
Guides

Set Up LLM Log Callbacks: Datadog, Langfuse, S3, Slack

Configure log destinations once at the gateway instead of instrumenting every call site. Here is how to add and verify a callback today, what the Beta does and does not deliver yet, and the live paths that get data out in the meantime.

nRouter team
10 minRead →
Budgets vs Rate Limits: Pick the Control, Then Set Both
Guides

Budgets vs Rate Limits: Pick the Control, Then Set Both

A budget caps dollars over a window and answers 402; a rate limit caps RPM/TPM right now and answers 429. Here is how to classify the risk, set each control in the dashboard, and write client code that tells the three rejections apart.

nRouter team
10 minRead →
Auto Top-Up Without Surprise Bills: Threshold, Amount, Cap
Guides

Auto Top-Up Without Surprise Bills: Threshold, Amount, Cap

Auto top-up keeps your balance from hitting zero mid-traffic, but on its own it removes the only thing that stops a runaway. Here is the three-number configuration — threshold, top-up amount, and a Block-mode budget — that makes it safe.

nRouter team
10 minRead →
Hard LLM Spend Caps at Org, Team, User, and Key Scope
Guides

Hard LLM Spend Caps at Org, Team, User, and Key Scope

A budget is a dollar allowance attached to a scope and a window. Here is how to create one on each of the four scopes, which status code each returns when it fires, and how to prove the cap bites before you trust it in production.

nRouter team
11 minRead →
Cost-vs-Quality LLM Routing: Which Tasks Can Go Cheap
Guides

Cost-vs-Quality LLM Routing: Which Tasks Can Go Cheap

Quality is a property of a task, not of a model. Here is how to inventory your traffic by task, point a router alias at a candidate set, prove each downgrade with an A/B test, and read the saving off the Cost vs Usage report.

nRouter team
11 minRead →
Cutting LLM costs: what published discounts actually save, and where the model is an assumption
Comparison

Cutting LLM costs: what published discounts actually save, and where the model is an assumption

A rebuilt savings model for a $40k/month LLM bill. Batch and prompt caching carry published rates; provider capacity reservations do not, so that lever is a labelled assumption with a stated range. Every line is separated into sourced and assumed.

nRouter team
14 minRead →
One Authoritative Cost Per LLM Request, Across Providers
Engineering

One Authoritative Cost Per LLM Request, Across Providers

Provider pricing does not normalize on its own — per-token, per-image, per-second, provisioned. Here is how nRouter turns that into one settled cost per request that your app, your ledger and your dashboard all read, and why an unknown cost is reported as absent rather than as zero.

nRouter team
11 minRead →