AI LLM tokens are service units
The word “token” can mean a model-billing unit or a blockchain asset. TokenizedPlatform.com™ separates those meanings. A tokenized AI product should represent an authorized service right, prepaid balance, reserved capacity or verified delivery—not an unapproved resale of credentials.
Cursor AI Tokens
Enterprise seats, managed usage packages, policy controls and developer workflow capacity.
Cursor market guide →Anthropic Tokens
Prepaid API use, reserved model access, rate limits, data terms and service levels.
Anthropic topics →OpenRouter Tokens
Routed model balances, provider selection, fallback, logging and price transparency.
OpenRouter topics →Local AI Model Tokens
Verified inference, accelerator reservations, private endpoints and licensed model services.
Local model markets →Required listing fields
- Authorized seller or managed-service operator.
- Model family, version or substitution policy.
- Input, output, cache, request or capacity meter.
- Rate limits, region, data retention and support.
- Expiration, refund and failure-credit rules.
- USDC or USDT settlement asset, chain and contract.
Buy and sell tokenized AI credits
Buyers define workload, quality, privacy, latency, concurrency and budget. Sellers prove authorization, infrastructure or service allocation and provide a test. Escrow or streaming settlement can release stablecoins as usage is verified. Provider terms, privacy and security remain binding.
AI token marketplace workflow
- Specify the commercial service and meter.
- Confirm provider and model licenses.
- Verify seller authorization and delivery infrastructure.
- Run a representative test workload.
- Define stablecoin payment, escrow and dispute rules.
- Monitor usage, quality, outages and refunds.