diff --git a/Cargo.lock b/Cargo.lock
index 0b398215a..784f629e5 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -8660,7 +8660,6 @@ dependencies = [
  "proptest",
  "proptest-arbitrary-interop",
  "rand 0.8.5",
- "rayon",
  "reth-chainspec",
  "reth-codecs",
  "reth-ethereum-forks",
diff --git a/crates/primitives/Cargo.toml b/crates/primitives/Cargo.toml
index e7036f175..6937ec285 100644
--- a/crates/primitives/Cargo.toml
+++ b/crates/primitives/Cargo.toml
@@ -53,7 +53,6 @@ derive_more.workspace = true
 modular-bitfield = { workspace = true, optional = true }
 once_cell.workspace = true
 rand = { workspace = true, optional = true }
-rayon.workspace = true
 serde.workspace = true
 serde_with = { workspace = true, optional = true }
 
diff --git a/crates/primitives/src/transaction/mod.rs b/crates/primitives/src/transaction/mod.rs
index 64531d29a..6189eb10c 100644
--- a/crates/primitives/src/transaction/mod.rs
+++ b/crates/primitives/src/transaction/mod.rs
@@ -26,7 +26,6 @@ use op_alloy_consensus::DepositTransaction;
 #[cfg(feature = "optimism")]
 use op_alloy_consensus::TxDeposit;
 pub use pooled::PooledTransactionsElementEcRecovered;
-use rayon::prelude::{IntoParallelIterator, ParallelIterator};
 pub use reth_primitives_traits::{
     sync::{LazyLock, OnceLock},
     transaction::{
@@ -51,15 +50,6 @@ pub mod util;
 mod pooled;
 mod tx_type;
 
-/// Expected number of transactions where we can expect a speed-up by recovering the senders in
-/// parallel.
-pub static PARALLEL_SENDER_RECOVERY_THRESHOLD: LazyLock<usize> =
-    LazyLock::new(|| match rayon::current_num_threads() {
-        0..=1 => usize::MAX,
-        2..=8 => 10,
-        _ => 5,
-    });
-
 /// A raw transaction.
 ///
 /// Transaction types were introduced in [EIP-2718](https://eips.ethereum.org/EIPS/eip-2718).
@@ -1724,37 +1714,6 @@ pub mod serde_bincode_compat {
     }
 }
 
-/// Recovers a list of signers from a transaction list iterator.
-///
-/// Returns `None`, if some transaction's signature is invalid
-pub fn recover_signers<'a, I, T>(txes: I, num_txes: usize) -> Option<Vec<Address>>
-where
-    T: SignedTransaction,
-    I: IntoParallelIterator<Item = &'a T> + IntoIterator<Item = &'a T> + Send,
-{
-    if num_txes < *PARALLEL_SENDER_RECOVERY_THRESHOLD {
-        txes.into_iter().map(|tx| tx.recover_signer()).collect()
-    } else {
-        txes.into_par_iter().map(|tx| tx.recover_signer()).collect()
-    }
-}
-
-/// Recovers a list of signers from a transaction list iterator _without ensuring that the
-/// signature has a low `s` value_.
-///
-/// Returns `None`, if some transaction's signature is invalid.
-pub fn recover_signers_unchecked<'a, I, T>(txes: I, num_txes: usize) -> Option<Vec<Address>>
-where
-    T: SignedTransaction,
-    I: IntoParallelIterator<Item = &'a T> + IntoIterator<Item = &'a T> + Send,
-{
-    if num_txes < *PARALLEL_SENDER_RECOVERY_THRESHOLD {
-        txes.into_iter().map(|tx| tx.recover_signer_unchecked()).collect()
-    } else {
-        txes.into_par_iter().map(|tx| tx.recover_signer_unchecked()).collect()
-    }
-}
-
 #[cfg(test)]
 mod tests {
     use crate::{
diff --git a/crates/storage/provider/src/providers/static_file/jar.rs b/crates/storage/provider/src/providers/static_file/jar.rs
index 598e726ab..d4a7bbf34 100644
--- a/crates/storage/provider/src/providers/static_file/jar.rs
+++ b/crates/storage/provider/src/providers/static_file/jar.rs
@@ -18,8 +18,7 @@ use reth_db::{
     table::{Decompress, Value},
 };
 use reth_node_types::NodePrimitives;
-use reth_primitives::{transaction::recover_signers, SealedHeader};
-use reth_primitives_traits::SignedTransaction;
+use reth_primitives_traits::{SealedHeader, SignedTransaction};
 use reth_storage_errors::provider::{ProviderError, ProviderResult};
 use std::{
     fmt::Debug,
@@ -297,7 +296,8 @@ impl<N: NodePrimitives<SignedTx: Decompress + SignedTransaction>> TransactionsPr
         range: impl RangeBounds<TxNumber>,
     ) -> ProviderResult<Vec<Address>> {
         let txs = self.transactions_by_tx_range(range)?;
-        recover_signers(&txs, txs.len()).ok_or(ProviderError::SenderRecoveryError)
+        reth_primitives_traits::transaction::recover::recover_signers(&txs)
+            .ok_or(ProviderError::SenderRecoveryError)
     }
 
     fn transaction_sender(&self, num: TxNumber) -> ProviderResult<Option<Address>> {
diff --git a/crates/storage/provider/src/providers/static_file/manager.rs b/crates/storage/provider/src/providers/static_file/manager.rs
index cb8be0f92..e81c42284 100644
--- a/crates/storage/provider/src/providers/static_file/manager.rs
+++ b/crates/storage/provider/src/providers/static_file/manager.rs
@@ -33,7 +33,6 @@ use reth_primitives::{
         find_fixed_range, HighestStaticFiles, SegmentHeader, SegmentRangeInclusive,
         DEFAULT_BLOCKS_PER_STATIC_FILE,
     },
-    transaction::recover_signers,
     BlockWithSenders, Receipt, SealedBlockFor, SealedBlockWithSenders, SealedHeader,
     StaticFileSegment, TransactionSigned,
 };
@@ -1554,7 +1553,8 @@ impl<N: NodePrimitives<SignedTx: Decompress + SignedTransaction>> TransactionsPr
         range: impl RangeBounds<TxNumber>,
     ) -> ProviderResult<Vec<Address>> {
         let txes = self.transactions_by_tx_range(range)?;
-        recover_signers(&txes, txes.len()).ok_or(ProviderError::SenderRecoveryError)
+        reth_primitives_traits::transaction::recover::recover_signers(&txes)
+            .ok_or(ProviderError::SenderRecoveryError)
     }
 
     fn transaction_sender(&self, id: TxNumber) -> ProviderResult<Option<Address>> {