diff --git a/src/daemon.rs b/src/daemon.rs
index 90e38a931..81e2ce783 100644
--- a/src/daemon.rs
+++ b/src/daemon.rs
@@ -8,7 +8,7 @@ use std::time::Duration;
 
 use base64::prelude::{Engine, BASE64_STANDARD};
 use hex::FromHex;
-use itertools::Itertools;
+use rayon::iter::{IntoParallelRefIterator, ParallelIterator};
 use serde_json::{from_str, from_value, Value};
 
 #[cfg(not(feature = "liquid"))]
@@ -377,31 +377,16 @@ impl Daemon {
         Ok(result)
     }
 
-    fn handle_request_batch(&self, method: &str, params_list: &[Value]) -> Result<Vec<Value>> {
+    fn handle_request(&self, method: &str, params: &Value) -> Result<Value> {
         let id = self.message_id.next();
-        let chunks = params_list
-            .iter()
-            .map(|params| json!({"method": method, "params": params, "id": id}))
-            .chunks(50_000); // Max Amount of batched requests
-        let mut results = vec![];
-        for chunk in &chunks {
-            let reqs = chunk.collect();
-            let mut replies = self.call_jsonrpc(method, &reqs)?;
-            if let Some(replies_vec) = replies.as_array_mut() {
-                for reply in replies_vec {
-                    results.push(parse_jsonrpc_reply(reply.take(), method, id)?)
-                }
-            } else {
-                bail!("non-array replies: {:?}", replies);
-            }
-        }
-
-        Ok(results)
+        let req = json!({"method": method, "params": params, "id": id});
+        let reply = self.call_jsonrpc(method, &req)?;
+        parse_jsonrpc_reply(reply, method, id)
     }
 
-    fn retry_request_batch(&self, method: &str, params_list: &[Value]) -> Result<Vec<Value>> {
+    fn retry_request(&self, method: &str, params: &Value) -> Result<Value> {
         loop {
-            match self.handle_request_batch(method, params_list) {
+            match self.handle_request(method, &params) {
                 Err(Error(ErrorKind::Connection(msg), _)) => {
                     warn!("reconnecting to bitcoind: {}", msg);
                     self.signal.wait(Duration::from_secs(3), false)?;
@@ -415,13 +400,16 @@ impl Daemon {
     }
 
     fn request(&self, method: &str, params: Value) -> Result<Value> {
-        let mut values = self.retry_request_batch(method, &[params])?;
-        assert_eq!(values.len(), 1);
-        Ok(values.remove(0))
+        self.retry_request(method, &params)
     }
 
     fn requests(&self, method: &str, params_list: &[Value]) -> Result<Vec<Value>> {
-        self.retry_request_batch(method, params_list)
+        // Send in parallel as individual JSONRPC requests, with no batching.
+        // See https://github.com/Blockstream/electrs/pull/33
+        params_list
+            .par_iter()
+            .map(|params| self.retry_request(method, params))
+            .collect()
     }
 
     // bitcoind JSONRPC API: