You cannot use the blockSubscribe method on most public Solana RPC endpoints because this feature is considered unstable and is only available if the validator was started with the --rpc-pubsub-enable-block-subscription flag. It is disabled by default.

Source: https://solana.com/docs/rpc/websocket/blocksubscribe