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What Is the Difference between a “First-Party” and a “Third-Party” Oracle?

A "first-party" oracle is one where the data source or the protocol itself runs the oracle node and provides the data directly to its own smart contracts. This is simple but reintroduces a single point of failure.

A "third-party" oracle is an independent, specialized service (like a DON) that provides data to multiple protocols. Third-party oracles are generally preferred for their decentralization, security, and independence from the consuming protocol.

What Is the Trust Trade-off When Using a Private Mempool Service?
How Do Decentralized Oracle Networks (DONs) Address the Single Point of Failure Risk?
How Does a Decentralized Oracle Network Improve Data Security?
What Are the Risks Associated with Using a Third-Party Liquidity Locker Service?