diff --git a/crates/rpc/src/config/ctx.rs b/crates/rpc/src/config/ctx.rs
index 46f31a6..cfb5b92 100644
--- a/crates/rpc/src/config/ctx.rs
+++ b/crates/rpc/src/config/ctx.rs
@@ -2,7 +2,7 @@
 
 use crate::{
     config::{
-        StorageRpcConfig,
+        GasOracleCache, StorageRpcConfig,
         resolve::{BlockTags, ResolveError},
     },
     eth::EthError,
@@ -71,6 +71,7 @@ struct StorageRpcCtxInner<H: HotKv> {
     tracing_semaphore: Arc<Semaphore>,
     filter_manager: FilterManager,
     sub_manager: SubscriptionManager,
+    gas_cache: GasOracleCache,
 }
 
 impl<H: HotKv> StorageRpcCtx<H> {
@@ -90,6 +91,7 @@ impl<H: HotKv> StorageRpcCtx<H> {
         let tracing_semaphore = Arc::new(Semaphore::new(config.max_tracing_requests));
         let filter_manager = FilterManager::new(config.stale_filter_ttl, config.stale_filter_ttl);
         let sub_manager = SubscriptionManager::new(notif_sender, config.stale_filter_ttl);
+        let gas_cache = GasOracleCache::new();
         Self {
             inner: Arc::new(StorageRpcCtxInner {
                 storage,
@@ -100,6 +102,7 @@ impl<H: HotKv> StorageRpcCtx<H> {
                 tracing_semaphore,
                 filter_manager,
                 sub_manager,
+                gas_cache,
             }),
         }
     }
@@ -165,6 +168,11 @@ impl<H: HotKv> StorageRpcCtx<H> {
         &self.inner.sub_manager
     }
 
+    /// Access the gas oracle cache.
+    pub fn gas_cache(&self) -> &GasOracleCache {
+        &self.inner.gas_cache
+    }
+
     /// Resolve a [`BlockNumberOrTag`] to a block number.
     ///
     /// This is synchronous — no cold storage lookup is needed.
diff --git a/crates/rpc/src/config/gas_oracle.rs b/crates/rpc/src/config/gas_oracle.rs
index 76b1872..742e6a6 100644
--- a/crates/rpc/src/config/gas_oracle.rs
+++ b/crates/rpc/src/config/gas_oracle.rs
@@ -9,7 +9,7 @@
 use alloy::{consensus::Transaction, primitives::U256};
 use signet_cold::{ColdStorageError, ColdStorageReadHandle, HeaderSpecifier};
 
-use crate::config::StorageRpcConfig;
+use crate::config::{GasOracleCache, StorageRpcConfig};
 
 /// Suggest a tip cap based on recent transaction tips.
 ///
@@ -20,11 +20,20 @@ use crate::config::StorageRpcConfig;
 ///
 /// Returns `default_gas_price` (default 1 Gwei) when no qualifying
 /// transactions are found.
+///
+/// Uses the provided `cache` to avoid redundant cold storage reads
+/// when the tip has already been computed for the current block.
 pub(crate) async fn suggest_tip_cap(
     cold: &ColdStorageReadHandle,
     latest: u64,
     config: &StorageRpcConfig,
+    cache: &GasOracleCache,
 ) -> Result<U256, ColdStorageError> {
+    // Check cache first - return early on hit
+    if let Some(cached_tip) = cache.get(latest) {
+        return Ok(cached_tip);
+    }
+
     let block_count = config.gas_oracle_block_count.min(latest + 1);
     let start = latest.saturating_sub(block_count - 1);
 
@@ -64,7 +73,9 @@ pub(crate) async fn suggest_tip_cap(
     }
 
     if all_tips.is_empty() {
-        return Ok(config.default_gas_price.map_or(U256::ZERO, U256::from));
+        let default_price = config.default_gas_price.map_or(U256::ZERO, U256::from);
+        cache.set(latest, default_price);
+        return Ok(default_price);
     }
 
     all_tips.sort_unstable();
@@ -78,5 +89,8 @@ pub(crate) async fn suggest_tip_cap(
         price = price.min(U256::from(max));
     }
 
+    // Store result in cache before returning
+    cache.set(latest, price);
+
     Ok(price)
 }
diff --git a/crates/rpc/src/config/mod.rs b/crates/rpc/src/config/mod.rs
index 8a99258..891a859 100644
--- a/crates/rpc/src/config/mod.rs
+++ b/crates/rpc/src/config/mod.rs
@@ -4,6 +4,10 @@
 //! that wraps [`signet_storage::UnifiedStorage`], gas oracle helpers,
 //! and block tag / block ID resolution logic.
 
+use std::sync::atomic::{AtomicU64, Ordering};
+
+use alloy::primitives::U256;
+
 mod rpc_config;
 pub use rpc_config::StorageRpcConfig;
 
@@ -15,3 +19,46 @@ pub(crate) mod gas_oracle;
 
 pub(crate) mod resolve;
 pub use resolve::{BlockTags, SyncStatus};
+
+/// Lock-free cache for gas oracle tip suggestions.
+/// Invalidates automatically when block number changes.
+#[derive(Debug)]
+pub struct GasOracleCache {
+    /// Block number this cached value corresponds to
+    block: AtomicU64,
+    /// Cached tip value
+    tip: AtomicU64,
+}
+
+impl GasOracleCache {
+    /// Create a new cache with no valid cached value.
+    pub const fn new() -> Self {
+        Self {
+            block: AtomicU64::new(u64::MAX), // sentinel - no valid cache
+            tip: AtomicU64::new(0),
+        }
+    }
+
+    /// Returns cached tip if still valid for current block
+    pub fn get(&self, current_block: u64) -> Option<U256> {
+        let cached_block = self.block.load(Ordering::Acquire);
+        if cached_block == current_block {
+            Some(U256::from(self.tip.load(Ordering::Acquire)))
+        } else {
+            None
+        }
+    }
+
+    /// Update cache for new block
+    pub fn set(&self, block: u64, tip: U256) {
+        let tip_u64: u64 = tip.try_into().unwrap_or(u64::MAX);
+        self.tip.store(tip_u64, Ordering::Release);
+        self.block.store(block, Ordering::Release);
+    }
+}
+
+impl Default for GasOracleCache {
+    fn default() -> Self {
+        Self::new()
+    }
+}
diff --git a/crates/rpc/src/eth/endpoints.rs b/crates/rpc/src/eth/endpoints.rs
index e54fd9d..fc59d82 100644
--- a/crates/rpc/src/eth/endpoints.rs
+++ b/crates/rpc/src/eth/endpoints.rs
@@ -107,7 +107,7 @@ where
         let latest = ctx.tags().latest();
         let cold = ctx.cold();
 
-        let tip = gas_oracle::suggest_tip_cap(&cold, latest, ctx.config())
+        let tip = gas_oracle::suggest_tip_cap(&cold, latest, ctx.config(), ctx.gas_cache())
             .await
             .map_err(|e| e.to_string())?;
 
@@ -135,7 +135,7 @@ where
 {
     let task = async move {
         let latest = ctx.tags().latest();
-        gas_oracle::suggest_tip_cap(&ctx.cold(), latest, ctx.config())
+        gas_oracle::suggest_tip_cap(&ctx.cold(), latest, ctx.config(), ctx.gas_cache())
             .await
             .map_err(|e| e.to_string())
     };