Token & API
The brain on the home page is free to play with. The token powers the programmatic layer: burn it for credits, then reason over the live collective brain from your own apps, scripts and agents via a simple API. Open-source SDK stays free — credits only meter the hosted endpoints.
Why call hiperbrain, not an LLM?
It isn't a replacement for a language model — it's a different tool. Where an LLM guesses, hiperbrain knows exactly what it was taught, tells you how sure it is, and never hallucinates. Four things it does that an LLM can't:
A shared brain your users build together
Not a private model — one living, moderated memory that grows as everyone teaches it, with live updates. Give a Discord bot, a game or an app a collective memory without running any backend.
Deterministic answers with calibrated confidence
An LLM guesses fluently and can be confidently wrong. hiperbrain answers from auditable vector algebra and returns how sure it is in noise-sigmas — and honestly says “unsure” instead of inventing. Built for compliance, automation and anything where a confident mistake is expensive.
A grounding memory for AI agents
Let your LLM agent call hiperbrain as a verified-facts tool: only AI-checked facts go in, every recall comes back with a confidence score, and it never hallucinates a relationship that was never taught.
Similarity & one-shot classification, no model
Find related concepts or classify text by meaning without an embeddings model or a training run — a few kilobytes of math instead of a GPU bill.
Get a key & start calling
Connect your wallet
Burn tokens for credits
Burning permanently removes tokens from supply and credits your wallet. 1 token = 1 credit. A credit buys one ask; a permanent, AI-verified teach costs 10.
Already burned but didn't get credited? Paste the transaction signature to redeem it — it's safe to retry, each burn can only be credited once.
Create your API key
Sign a message to prove you own the wallet. The key spends the credits that wallet earned. Store it securely — it is shown only once.
Call the brain
Reason over the live collective brain from anywhere:
# Ask the brain a question — 1 credit
curl -X POST https://www.hiperbrain.com/api/v1/ask \
-H "Authorization: Bearer YOUR_KEY" \
-H "Content-Type: application/json" \
-d '{"subject":"France","relation":"capital"}'
# -> { "answer": "Paris", "confidence": {...}, "remaining": 999 }
# Teach the brain a new fact — 10 credits (AI-verified, permanent)
curl -X POST https://www.hiperbrain.com/api/v1/teach \
-H "Authorization: Bearer YOUR_KEY" \
-H "Content-Type: application/json" \
-d '{"subject":"Slovenia","relation":"capital","object":"Ljubljana"}'
# -> { "status": "added", "total": 6116, "remaining": 989 }
# Check your remaining credits — free
curl https://www.hiperbrain.com/api/credits/balance \
-H "Authorization: Bearer YOUR_KEY"
# -> { "balance": 989 }Same base URL, one path per action: /api/v1/ask (read), /api/v1/teach (write), /api/credits/balance. A write only costs credits when the fact is genuinely new and passes verification — duplicates and rejected facts are refunded automatically.