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The Token Maxxing Report, 1M+ PRs, 2,444 orgs

Get Frontier-model performance at a fraction of the cost

Routing every coding task based on quality, latency and AI spend

How it works

Every task routed for the best model

Model Router checks each coding‑agent step, picks the efficient model that can do the job, escalates if needed and makes sure it’s finished before returning the result.

Claude Code, Codex and the agents your team already runs keep working the way they do. The router sits in front of them, so there is no new editor and no new workflow.

Session startedRouting on
  • uv tool install entelligence-cli && auth login
  • authenticated
  • entelligence router on
  • routing on · claude-code wired
  • claude
  • fix the retry backoff in src/payments/retry.ts
Your workflowunchangedSetuptwo commandsStatusrouting

Four reasons

Why the bill drops and the code quality doesn’t.

The saving comes out of the routing, never out of the answer.

  • 01

    Automatic per-turn routing

    Routine work runs on efficient models without forcing the whole session onto one.

  • 02

    Escalation for hard work

    Long reasoning, difficult refactors and stuck sessions move up when needed.

  • 03

    Stronger-model verification

    Completion claims are checked before the result comes back to the engineer.

  • 04

    Savings you can audit

    Compare actual routed spend with what the same turns would have cost on your baseline.

Model Router

See what your AI agent spend could look like with Model Router.

On $12,000 a month, you could save $7,440 with Entelligence Model Router

You save
$7,440-62%
Requests routed through the pool
90%
Your bill is
$4,560
$/mo

Estimates are based on Entelligence routing benchmarks. Actual savings may vary by workload, prompt mix, model usage, and provider pricing.

Observability into sessions

See what the router chose, what it cost and what it saved.

Billing

Use our credits or your own keys.

  • Entelligence credits

    Buy credits and pay for routed turns through Entelligence.

    A $100 top-up includes the 5% routing fee, leaving $95 for provider spend.

  • BYOK

    Use your existing provider accounts and keys.

    We invoice 5-10% of what we route, monthly.

  • BYOC

    Run the router inside your own cloud.

    Not available yet.

2026 Token Maxxing Report

1M+ pull requests, 2,444 organizations, May 2026

For every dollar spent on AI coding tools, 18 cents becomes shipped product. See where the other 82 go, and why the reactive work keeps growing.

Read the full report

Agent Insights

Routing tells you what model ran. Insights tells you what the work produced.

Model Router optimizes each turn. Agent Insights connects agent usage to team adoption, spend, waste, and delivered work, so you can see whether those sessions actually become PRs and tasks.