AI Cost Optimization Platform

Stop Overpaying
for AI.

Tokenwise helps engineering teams cut their AI API costs by 40–70% without sacrificing performance. One integration. Instant savings.

40–70%Cost Reduction
ZeroPerformance Loss
5 minSetup Time
tokenwise-proxy / savings-report
$ tokenwise analyze --last 30d
✓ Analyzed 2,847,391 tokens
✓ Cache hit rate: 64.2%
✓ Model routing savings: $2,140/mo
→ Total monthly savings: $6,830 (67.4% reduction)
// the problem

Your AI bill is growing faster than your revenue.

Every wasted token is money out the door. Engineering teams are watching AI costs spiral with no clear path to control — and it's only getting worse.

Unpredictable Costs

AI bills spike 3× overnight with no warning. One bad prompt loop and your monthly budget is gone.

No Visibility

You can't optimize what you can't measure. Most teams have no idea which features are burning money.

Vendor Lock-in

Switching models means rewriting your entire stack. You're trapped paying premium rates forever.

// what we do

Four ways we slash your AI costs.

Stack all four levers for compounding savings. Most customers see 40–70% cost reduction within the first week.

–30–50% token usage

Prompt Optimization

Compress prompts with zero meaning loss using semantic compression. Send less, get the same result, pay less.

–40–80% model cost

Model Routing

Automatically route requests to the cheapest model that meets your quality bar. GPT-4o only when you truly need it.

–20–60% via cache hits

Caching Strategies

Serve identical or semantically similar requests from cache. No API call, no cost, instant response.

Full cost visibility

Usage Analytics

Cost breakdown per feature, team, and model with actionable optimization signals. Know exactly where every dollar goes.

// who it's for

Built for the teams paying the bill.

Whether you're an engineering org of 5 or 500, if you're running LLMs in production, Tokenwise pays for itself in days.

Engineering Leads

You own the AI budget.

We give you the tools to defend it — and show your CFO exactly how much you're saving every month.

AI Platform Teams

You build the infra.

We make it 60% cheaper to run. Drop Tokenwise in front of your existing LLM calls and the savings start immediately.

Startups Scaling LLMs

You're growing fast.

Don't let AI costs outpace your runway. Tokenwise keeps your unit economics healthy as you scale from 10K to 10M requests.

// free offer
Free AI Cost Audit

See exactly where your AI budget is leaking.

Most engineering teams waste 40–60%of their AI spend on redundant calls, oversized models, and cache misses — without knowing it. We'll map every dollar for free.

Request Your Free Audit

15 minutes of your time.
No code changes required.

✓Report delivered in 48h
✓No vendor lock-in
✓Works with any LLM provider
cost-audit-reportFREE

// your audit includes:

✓

Token Usage Map

by endpoint & feature

✓

Model Routing Gaps

where GPT-4o isn't needed

✓

Cache Opportunity

duplicates & near-duplicates

✓

Savings Estimate

projected $/month reduction

Turnaround48h
Setup requiredNone
Cost
$500$0
// pricing

Simple pricing, massive savings.

Start free. Upgrade when you're ready. Most teams recover the cost in the first week.

Starter

Freeforever

Start measuring your AI spend

  • 1M tokens/month analyzed
  • Cost dashboard
  • Basic recommendations
Get started free
Most Popular

Growth

$99/month

Full optimization stack for teams

  • Unlimited token analysis
  • Prompt optimization engine
  • Model routing recommendations
  • Semantic cache advisor
  • Email support
Get Early Access

Enterprise

Custom

White-glove for high-volume orgs

  • Everything in Growth
  • Dedicated optimization consultant
  • Custom integrations
  • SLA + priority support
Contact us
Early Access Open

Cut your AI costs in 30 days.

Join engineering teams already saving thousands per month. Get early access and start optimizing immediately.

or
Get started now →Early access: $99/month

No long-term commitment. Cancel anytime.