Control your AI spending

Cut your AI bill.
Keep the quality that matters.

Amperes sends every AI request to the best-value model that can do the job, and escalates to the strong model when the output needs it. You spend about half as much.

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Works with every major model
OpenAI Anthropic Google Gemini Meta Llama AWS Bedrock Mistral DeepSeek Qwen
How it works

One line. Three wins.

01

Plug in

Point your app at Amperes — one line of code.

02

We route

Every request automatically goes to the best-value model.

03

You save

About half the bill, the hard prompts still on the strong model, full audit trail.

The math

The right model per request. About half the bill.

Sending every request to one flagship model is how the bill balloons. Amperes routes each one to the cheapest model that can do the job, and escalates to the strong model when the output needs it — roughly half the cost at today's prices.

100 One flagship model for every request ≈50 Routed by Amperes cheapest model that fits ≈50% lower

Indexed projection at current provider prices, versus sending all traffic to a flagship model (e.g. Claude Opus or GPT‑5). Lighter chat and agent traffic typically saves more; the free shadow audit measures your exact number. Our 10,000‑prompt benchmark hit 98% in the extreme single‑model case — see Benchmarks.

Behind the scenes

How Amperes picks the model.

Every request runs the same pipeline in a few milliseconds. Nothing is guessed, and every decision is logged with the reasoning behind it.

  1. 01ClassifyComplexity tier and task type, scored in-process in under a millisecond.
  2. 02GovernOptional PII, region, and HIPAA checks run before anything leaves.
  3. 03ScoreEvery eligible model is ranked on cost, task fit, health, and latency.
  4. 04RouteThe best-value model that clears the constraints handles the request.
  5. 05EscalateIf the output looks low-confidence, it retries on the strong model.
  6. 06LogThe decision and its reasoning are written to a tamper-evident trail.
The score, weighted

The winning model's full score breakdown comes back on every response in the x-router-policy header, so routing stays explainable, not a black box.

Live · try it yourself

Try it.

Type a prompt or pick an example. Watch Amperes choose a model, answer live, and show what it cost.

Try
Pick a prompt above. Routing decision streams in before the first token.
Free · no integration required

See your savings before you change a thing.

Send a sample of last week's AI requests. We'll email back what you'd save with Amperes — and proof the quality holds. No setup.

We read any column named prompt, input, or message; everything else is kept as metadata. Your file is encrypted and deleted after we send your report.

What you see day-to-day

The dashboard.

One screen: where your AI money goes, what you're saving, and any problems — live.

amperes.pro/dashboard · live_routing · illustrative
Requests / hr
12,847
↑ 8.2% vs last hour
Avg cost / req
$0.0019
↓ ~50% vs baseline
Escalation rate
3.4%
→ steady
P95 latency
1.2 s
↓ 180 ms
TimeTaskTierModelCostSaved
14:03:12extractionlowgpt-5-nano$0.0011$0.0039json
14:03:09codingmedclaude-sonnet-4-6$0.0052$0.0049
14:03:05planninghighclaude-opus-4-7$0.0189—escalated
14:03:02qalowllama-3.1-8b<$0.0001$0.0009
14:02:58summarizationlowclaude-haiku-4-5$0.0010$0.0034
14:02:54extractionlowgpt-5-nano$0.0011$0.0039pii redacted
CRITICAL openai/gpt-5-mini · p50 latency up 233%
Baseline 1,500 ms → recent 5,000 ms. 50/50 samples. Detected 11:47.
→ demoted in scorer · webhook fired to on-call
WARN anthropic/claude-sonnet-4-6 · error rate +6.8 pp
Baseline 0.4% → recent 7.2%. Detected 11:39.
→ health weight × 0.6 · 38% of coding moved to opus
Governance & audit

Your compliance controls, enforced at the proxy.

Switch on the guardrails your security team needs, per account. Each one is enforced before a request ever reaches a provider.

PII

Detection & redaction

Eleven categories, including Luhn-checked card numbers. Block, redact, or allow per policy.

Residency

Region & HIPAA routing

Pin traffic to allowed regions or HIPAA-eligible models. Fail-closed by design.

Audit

Tamper-evident log

Every routing decision is hash-chained, so any later edit or deletion is detectable.

Attribution

Per-team cost

Signed request identity slices spend by team or user, without one API key per team.

Available per account. Off by default on trial keys, so nothing touches your traffic until you switch it on.

See your savings

See it on
your traffic.

Send a sample of your requests. We'll show exactly what you'd save — free, no setup.

Book a demo