diff --git a/pages/price-feeds/publish-data.mdx b/pages/price-feeds/publish-data.mdx
index 3753d9a3..722a617c 100644
--- a/pages/price-feeds/publish-data.mdx
+++ b/pages/price-feeds/publish-data.mdx
@@ -17,7 +17,7 @@ If you do not already have a keypair, you can create one using the instructions
 ```sh copy
 # Install the Solana Tool Suite, needed for creating the key used to sign your transactions.
 # See https://docs.solana.com/cli/install-solana-cli-tools for the latest version
-sh -c "$(curl -sSfL https://release.solana.com/v1.14.13/install)"
+sh -c "$(curl -sSfL https://release.anza.xyz/stable/install)"
 
 # Generate a public/private keypair.
 solana-keygen new --no-bip39-passphrase --outfile publish_key_pair.json
diff --git a/pages/price-feeds/publish-data/useful-resources-for-publishers.mdx b/pages/price-feeds/publish-data/useful-resources-for-publishers.mdx
index 01fe378a..2ba03f51 100644
--- a/pages/price-feeds/publish-data/useful-resources-for-publishers.mdx
+++ b/pages/price-feeds/publish-data/useful-resources-for-publishers.mdx
@@ -4,7 +4,6 @@ This page contains useful tools for publishers to analyse, monitor and review th
 
 - [Price Monitoring & Alerting Script](https://github.com/pyth-network/publisher-utils#monitoring): This monitoring script will provide alerts if a publishers data activity is suspicious i.e. price deviation, bad confidence interval
 - [Pyth Price Feeds & Metrics](https://pyth.network/price-feeds): Publishers can review their price data metrics for permissioned symbols. The conformance logs that can be downloaded contain useful metrics that show publisher uptime, price deviations and alerts. The metrics page can be accessed by selecting the environment > symbol > publisher key tab
-- [Pyth Publisher Ranking Page](https://pyth.network/publishers/ranking): This page provides a full breakdown of publisher ranking and inactive/active price feeds
+- [Pyth Publisher Ranking Page](https://insights.pyth.network/publishers): This page provides a full breakdown of publisher ranking and inactive/active price feeds
 - [Pyth Agent API GitHub Repository](https://github.com/pyth-network/pyth-agent): This repository contains the latest release for the Pyth-Agent API
 - [Solana Explorer](https://explorer.solana.com): Solana Explorer allows publishers to monitor their public keys balance and transactions. It also provides live cluster statistics. For Pythnet or Pythtest, publishers should select 'Custom RPC URL' and add the the RPC http URL
-- [Pythnet Statistics](https://pyth.network/stats): A useful tool to review pythnet uptime per publisher key