Are You Burning Tokens?

prengaraj1 pts0 comments

Token — Reduce AI Spend

TOKEN

Intelligent token reduction · Est. 2026

Cut AI costs.<br>Not capability.

Your team keeps using Claude Code, ChatGPT, and Cursor — whatever they love. Token sits quietly in between and makes every request smaller. The bill drops. Nothing else changes.

Get early access<br>See features →

Daily token usage · 25-person team

2,400,000

Without Token

680,000

With Token

72% REDUCTION · $8,400 SAVED / MO

System prompts re-sent on every single API call<br>Document chunking ↓ 85%<br>Output tokens cost 3–5× more than input<br>Prompt compression ↓ 60%<br>Conversation history compounds with every turn<br>Context pooling ↓ 70%<br>Claude Sonnet 4 — $3/M input · $15/M output<br>Zero added latency<br>GPT-4o — $2.50/M input · $10/M output<br>2 min install · works with every tool you already use

System prompts re-sent on every single API call<br>Document chunking ↓ 85%<br>Output tokens cost 3–5× more than input<br>Prompt compression ↓ 60%<br>Conversation history compounds with every turn<br>Context pooling ↓ 70%<br>Claude Sonnet 4 — $3/M input · $15/M output<br>Zero added latency<br>GPT-4o — $2.50/M input · $10/M output<br>2 min install · works with every tool you already use

01

01

The problem

AI budgets are<br>bleeding out.

Enterprise AI spend is exploding — but most of those tokens aren't doing useful work. They're overhead, waste, and duplication.

PDF & document overload

Entire documents get dumped into context when only a few paragraphs matter. Every review burns thousands of unnecessary tokens.

Bloated prompts

Verbose instructions, repeated context, and poor prompt hygiene silently inflate every request your team sends to the model.

Parallel agent duplication

Running multiple agents in parallel sends the same shared context to every instance. You're paying for identical tokens over and over.

BEFORE TOKEN · AVG. DAILY SPEND

2.4M tokens

WITH TOKEN

AFTER TOKEN · SAME WORKLOAD

680K tokens

↗ 72% reduction · ~$8,400 / month saved

ESTIMATE YOUR SAVINGS

Team size

users

AI requests per user / day

req / day

Avg. tokens per request

tokens

Based on Claude Sonnet 4 pricing · $3 / 1M input tokens

Without Token · monthly

$1,320

WITH TOKEN

With Token · monthly

$370

YOU SAVE<br>$950 / mo<br>$11,400 / yr

↓72% spend<br>Silent<br>2 min install<br>Zero bloat<br>Every tool<br>↓85% docs

↓72% spend<br>Silent<br>2 min install<br>Zero bloat<br>Every tool<br>↓85% docs

02

02

Features

Every token<br>earns its place.

Token intercepts and optimizes AI requests before they hit the model. No code changes. No workflow disruption.

Smart document chunking

Analyzes what your query actually needs from a document and extracts only the relevant sections — so you stop sending entire PDFs when one paragraph would do.

↓ 85% doc tokens

Prompt compression

Strips redundant phrasing, collapses repetitive context, and rewrites prompts for concision — preserving full intent while using far fewer tokens.

↓ 60% prompt tokens

Shared context pooling

When multiple agents run in parallel, Token maintains a shared cache so identical context is sent once — not once per agent. Eliminates the most expensive duplication.

↓ 70% agent tokens

Real-time analytics

See exactly where your team's tokens are going — by user, tool, task type, and time period. Finally, AI spend you can understand and act on.

Full visibility

Usage policies & limits

Set per-user or per-team token budgets, trigger alerts before overruns, and block runaway tasks automatically. Governance that never slows your team down.

Enterprise ready

Zero-config install

Chrome extension or CLI plugin. Under two minutes to set up. Token proxies requests transparently — no API key juggling, no code changes, no IT tickets required.

2 min setup

03

03

How it works

Three steps.<br>Zero disruption.

Token works silently in the background. Your team keeps working exactly as before — just cheaper.

01

INSTALL

Two minutes. That's it.

Chrome extension or npm package — pick one. No API keys, no IT ticket, no migration plan. Token starts working the moment your team's next AI request goes out.

02

OPTIMIZE

Invisible by design.

Every AI call gets intercepted, stripped of bloat, and deduplicated before it hits the model. Your engineers won't notice a thing — except a much smaller invoice.

03

COMPOUND

It only gets better.

The more AI your team uses, the more Token saves. Open the dashboard and watch your spend shrink in real time. Savings compound. Bills don't.

Works with<br>Claude Code<br>ChatGPT<br>Cursor<br>Gemini<br>GitHub Copilot<br>Perplexity

04

04

Pricing

Pays for itself<br>on day one.

Most teams save 10–20× their Token subscription cost in reduced AI spend. The math is obvious.

SELECT A PLAN

Solo

$9

/ month

Team POPULAR

$49

/ user / month

Enterprise

Custom

volume pricing

Users<br>Up to 25<br>Unlimited

AI integrations

Prompt compression

Document chunking

Shared context pooling

Analytics<br>Basic<br>Full<br>Full

Usage policies & limits

SSO / SAML

SLA guarantee

14-day free trial on all plans.

Get started

Get started

Contact...

token tokens team context spend input

Related Articles