Aggressive.ai infinity route mark
Live · prices, latency & capacity observed continuously

The price oracle for AI inference.

One request in. The cheapest model-provider path that clears your quality bar out — with benchmark evidence, real cost, latency, fallback protection, and receipts.

  • Quality floors
  • Live provider pricing
  • Latency-aware
  • Private routing
  • Audit trails
Live router

Every model. Every provider. Every route. Verified.

Aggressive score
87/ 100
Quality (Q)92
Cost (C)95
Latency (L)78
Reliability (R)85
Privacy fit (P)88
Decision receipts
live
  • Support reply
    small model · cache hit
    $0.0007
  • Doc extraction
    vision mid-tier · EU region
    $0.0034
  • Sales research
    tool-use tier · 2 retries
    $0.0121
  • Escalated ticket
    frontier fallback fired
    $0.0210
vs. gateways

Not another LLM gateway.

Decides if the model is needed at all
✓ us
Ranks by total execution cost
✓ us
Bring-your-own eval set
✓ us
Shadow mode on live traffic
✓ us
Per-decision audit receipts
✓ us
Provider fallback chains
✓ us
For agents & devs

One TaskSpec in. One route out.

{
  "task": "Answer a customer billing question",
  "quality_floor": 0.90,
  "max_p95_latency_ms": 1800,
  "max_cost_usd": 0.01,
  "data_policy": "EU-only, no-training",
  "fallback_mode": "automatic"
}
Read the API →
Routing presets

You set the bar. We find the floor.

Weights for quality, cost, latency, reliability and privacy are yours to control — cost alone buys bad routes.

  • Aggressive Savings

    Cheapest route that clears your minimum quality floor.

  • Balanced

    Optimises quality-per-dollar across the frontier.

  • Customer Critical

    Quality and latency first, cost constrained.

  • Private / Regulated

    Approved endpoints, regions and retention only.

  • Revenue Critical

    Optimises resolution and conversion outcomes.

  • Enterprise controls

    Data residency, allow/block lists, spend ceilings, retention rules and approvals.

How it works

Three layers between request and receipt

01

Model selection

Your request becomes a TaskSpec, then the router picks a model family from task difficulty, modality, context size, tool use, locale and domain.

02

Provider selection

Candidate providers are scored on live price, geography, privacy policy, uptime, throughput headroom and measured p95 latency.

03

Runtime controls

Caching, semantic dedupe, retries, fallback chains, output validation, token budgets and escalation — every decision written to a receipt.

Guides

Deep-dive cost intelligence

Long-form breakdowns of the cost decisions buyers search most — with FAQs, how-to steps and live price checks.

All guides →

Every AI request deserves a price check.

Run Aggressive in shadow mode against a sample of your live traffic. See the projected saving, the quality drift and the failure modes before anything ships.