About Token Factory

We make frontier intelligence affordable for every builder.

Token Factory is an AI infrastructure and service provider. We orchestrate compute, optimize cost, and route every query to the best available model — so advanced AI is efficient, affordable, and built for the people actually shipping with it.

Maximizing your intelligence, minimizing the cost.

“
/ 01 — Our Mission

Maximum intelligence, for every dollar you spend.

For every $20 you pay to other model providers, you don’t always receive the right intelligence — and you’re limited by constraints that have nothing to do with the work you’re trying to do.

By contrast, whatever you invest in Token Factory should yield the maximum return — the maximum intelligence for your training dollars, so you know it can go much longer than what you pay to other frontier labs.

We exist to close that gap. Better routing, sharper prices, no compromise on what comes back.

“
/ 02 — Our Vision

A world where AI is accessible to all.

We believe AI should be accessible and for everyone, so people can leverage it to become more productive — not just the teams with the largest contracts and the deepest pockets.

Our vision is a world where AI is accessible to all and enhances productivity across disciplines. Engineers, researchers, operators, founders, students, analysts — anyone doing real work with real deadlines deserves the same frontier capability as a hyperscaler.

If we get this right, intelligence stops being a budget line and becomes a tool anyone can pick up.

Our commitment

We’re here to empower the next generation — so no builder is held back simply because they cannot afford a frontier lab.

The next wave of AI products won’t come from the teams with the largest contracts. They’ll come from a student in Lagos, a founder in São Paulo, a junior engineer in Jakarta, a researcher in Nairobi. The work is the same. The constraint is access.

Our commitment is to remove that constraint — to make the same frontier intelligence available to the student, the indie developer, the small team, and the non-profit, at the same per-token cost the largest labs pay for themselves. Not a discount tier. Not a watered-down model. The same models, on the same routers, with the same SDKs.

This is what we mean when we say AI should be accessible to all: not as a slogan, but as a price.

Starter plan / 24 hours

1,000,000

Free tokens on signup

Credit card required

What we do

An orchestration layer for the world’s AI compute.

Token Factory is an AI infrastructure and service provider. We are building the orchestration layer that manages compute resources, optimizes costs, and provides accessible services by routing queries to the best available models — making advanced AI more efficient and affordable for everyone.

/ A

Orchestration

One unified router manages every model, region, and provider. You write the request — we handle the rest.

/ B

Cost optimization

Dynamic routing across 60+ models means every query goes to the cheapest model that can answer it well — without you hand-tuning the rules.

/ C

Accessible services

OpenAI- and Anthropic-compatible endpoints, an NPX installer, and a single API key. Drop-in for any existing SDK, zero migration cost.

/ D

Best-model routing

Each query is matched to the model best suited for it — reasoning to deep models, simple lookups to fast ones. Quality and cost both go up.

Plan limits, head-to-head

Three times the tokens per window. Zero weekly cap.

Frontier labs are throttling the people who need them most. Anthropic gives you roughly a million tokens over a five-hour window. ChatGPT gives you the same. Then they cap you for the week. Token Factory gives you three million tokens per five-hour window — and we don’t cap your week.

Anthropic

Claude Opus 4.7

claude-opus-4-7

~1Mtok

per 5-hour window

Tokens / 5h window~1,000,000

Weekly token capLimited

Throughput (TPS)~150–200

Context window200K

Input cachingDecays over time

Cache hit speedup—

Weekly limitLimited

OpenAI

GPT-5.5

gpt-5-5

~1Mtok

per 5-hour window

Tokens / 5h window~1,000,000

Weekly token capLimited

Throughput (TPS)~160–200

Context window128K – 400K

Input cachingDecays over time

Cache hit speedup—

Weekly limitLimited

Token Factory

Opus 4.7 + GPT-5.5

opus-4-7 + gpt-5-5 routing

3Mtok

per 5-hour window

Tokens / 5h window3,000,000

Weekly token capNone

Throughput (TPS)162 – 200

Context window1,000,000

Input cachingPrecise · no decay

Cache hit speedup+15 – 20%

Weekly limitAs much as you need

The math

3× more tokens

vs. the frontier plans

3Mtok

per 5-hour window

Anthropic~1M / 5h

OpenAI~1M / 5h

Token Factory3M / 5h

Weekly capNone

TPS parity162 – 200

Cache speedup+15 – 20%

Context window1,000,000

3M / 5h · 0 / week

Three times the tokens, no weekly cap.

You can consume as many tokens as you need in a week — as long as you’re within the 3-million-per-5-hour window. Anthropic and OpenAI cap your week on top of their 5-hour limit. We don’t.

162 – 200 TPS

Same throughput as the frontier models.

We deliver the same 162 to 200 tokens-per-second speed that Anthropic and OpenAI give you on their top models. No slowdowns, no batched-only tiers, no downgraded infrastructure.

1M ctx · +15–20% faster

1M context, with caching that doesn’t decay.

Every model on Token Factory ships with a 1-million-token context window. And because we cache your input precisely — not the way Anthropic and OpenAI cache, which decays over time — every token you spend yields more intelligence. The model feels 15–20% faster than traditional frontier-lab approaches.

Cost comparison

Same per-token cost as the frontier labs. With more intelligence per dollar.

Token Factory doesn’t mark up the underlying providers — we route to the same Anthropic and OpenAI models at the same list price. The difference is what you get around that price: one key, both SDKs, intelligent routing, a 99.9% SLA, and an NPX installer that auto-configures your workspace.

Provider	Model	Input · $ / 1M	Output · $ / 1M	$20 → input	$20 → output
Anthropic	Claude Opus 4.7claude-opus-4-7	$15.00list	$75.00list	1.33Mtokens	0.27Mtokens
Anthropic	Claude Sonnet 4.5claude-sonnet-4-5	$3.00list	$15.00list	6.67Mtokens	1.33Mtokens
OpenAI	GPT-5gpt-5	$1.25list	$10.00list	16.00Mtokens	2.00Mtokens
OpenAI	GPT-5.5gpt-5-5	$2.50list	$10.00list	8.00Mtokens	2.00Mtokens
Token Factory	All of the above + 56 moregrok-3 · claude-sonnet · gpt-5-5 · deepseek-r1 · llama-4 · qwen3 · …	Same as listedno markup	Same as listedno markup	Same + routingper-query	Same + routingper-query

Per-token cost is identical. We don’t mark up frontier providers — we route to them. The intelligence multiplier comes from the orchestration layer: a single query can blend Opus-quality reasoning with UltraFast cheap inference, so the same $20 buys the right kind of intelligence for each task, not a single tier.

Intelligence yield

Same price. More intelligence per dollar.

You don’t choose between cost and capability anymore. The same budget that buys a handful of Opus calls elsewhere funds an entire production workload on Token Factory — with routing, batching, caching, and an SLA behind it.

Per-query routing

Hard reasoning goes to Opus. Lookups, summaries, and structured extraction go to Grok 3 UltraFast. You stop over-paying for tasks that don’t need a frontier model — and stop under-paying for ones that do.

One key, 60+ models

Skip the per-provider billing dashboards, the per-provider key rotation, the per-provider rate limits. One API key, one invoice, one usage chart — for every model on the catalog.

Both SDKs, no migration

The same models are reachable through /openai/v1 and /anthropic/v1. Keep your existing openai and anthropic SDK code — just point it at our base URL.

NPX auto-config

One command writes your .zshrc, your .claude/CLAUDE.md, your .codex/config.toml — and matches the model list to your plan. Idempotent, safe to re-run.

99.9% uptime SLA

Multi-region failover, automatic retries, request hedging. If a frontier provider has a regional incident, your traffic gets routed around it — you don’t see the outage.

Sub-100ms tail latency

UltraFast LPU inference for chat traffic means p99 stays under 100ms, even when the underlying provider’s tail would otherwise be 4–6× that.

Open by design

OpenAI- and Anthropic-compatible endpoints, transparent model catalogs, open-source NPX setup flow. If you ever outgrow us, your code and your data ship with you.

No markup, no surprise bills

You see the per-token cost of every model on every request. Move between them in one line. No black-box markups, no surprise overage invoices at the end of the month.

The same $20 — applied with intelligence.

Frontier labs charge you the per-token list and stop there. We charge you the same per-token list, then route every dollar to the model that returns the most useful answer for that specific query. That’s the yield.

Claim your million tokens

See plans & pricing

Principles

What we hold to, every day.

These four commitments shape the products we ship, the partners we pick, and the people we hire. They aren’t slogans — they’re the bar we set for ourselves when no one is watching.

P · 01

Accessibility by default

Advanced AI shouldn’t be gated by contract size. We price for the developer, the student, and the small team — not just the Fortune 500.

P · 02

Compute, honestly priced

No black-box markups, no surprise overage bills. You see the per-token cost of every model on every request — and you can move between them in one line.

P · 03

Quality at the routing layer

The cheapest model that can answer well — not the cheapest model that exists. Routing is a quality decision first, a cost decision second.

P · 04

Open by design

OpenAI- and Anthropic-compatible endpoints, an open-source NPX setup flow, transparent model catalogs. If you outgrow us, your code ships with you.

P · 05

Built for production

Sub-100ms tail latency, 99.9% SLA, real-time observability, key-scoped rate limits, batch and stream support. This is a product, not a demo.

P · 06

People, not just users

AI is leverage — it should make individuals and small teams dramatically more productive, not just shift who gets to be productive. We build for the long tail.

60+

Models routed

99.9%

Uptime SLA

<100ms

Tail latency

SDK families supported

Start with one million tokens

Build on Token Factory in under 60 seconds.

One API key, two compatible SDKs, 60+ models, and a million free tokens on signup. No card, no commitment, no migration when you outgrow it.

Claim your million tokens

Browse all 60+ models