diff --git a/web3_proxy/src/stats/influxdb_queries.rs b/web3_proxy/src/stats/influxdb_queries.rs
index 29747c65..368df1f1 100644
--- a/web3_proxy/src/stats/influxdb_queries.rs
+++ b/web3_proxy/src/stats/influxdb_queries.rs
@@ -184,7 +184,8 @@ pub async fn query_user_stats<'a>(
         {filter_chain_id}
         {drop_method}
 
-    cumsum = base
+    // cumsum = base
+    base
         |> aggregateWindow(every: {query_window_seconds}s, fn: sum, createEmpty: false)
         |> pivot(rowKey: ["_time"], columnKey: ["_field"], valueColumn: "_value")
         |> drop(columns: ["balance"])
@@ -199,19 +200,19 @@ pub async fn query_user_stats<'a>(
         |> group()
         |> sort(columns: ["_time", "_measurement", "chain_id", "method", "rpc_secret_key_id"], desc: true)
 
-    balance = base
-        |> toFloat()
-        |> aggregateWindow(every: {query_window_seconds}s, fn: mean, createEmpty: false)
-        |> pivot(rowKey: ["_time"], columnKey: ["_field"], valueColumn: "_value")
-        |> group(columns: ["_time", "_measurement", "chain_id", "method", "rpc_secret_key_id"])
-        |> mean(column: "balance")
-        |> group()
-        |> sort(columns: ["_time", "_measurement", "chain_id", "method", "rpc_secret_key_id"], desc: true)
+    // balance = base
+    //     |> toFloat()
+    //     |> aggregateWindow(every: {query_window_seconds}s, fn: mean, createEmpty: false)
+    //     |> pivot(rowKey: ["_time"], columnKey: ["_field"], valueColumn: "_value")
+    //     |> group(columns: ["_time", "_measurement", "chain_id", "method", "rpc_secret_key_id"])
+    //     |> mean(column: "balance")
+    //     |> group()
+    //     |> sort(columns: ["_time", "_measurement", "chain_id", "method", "rpc_secret_key_id"], desc: true)
 
-    join(
-        tables: {{cumsum, balance}},
-        on: {join_candidates}
-    )
+    // join(
+    //     tables: {{cumsum, balance}},
+    //     on: {join_candidates}
+    // )
     "#);
 
     info!("Raw query to db is: {:?}", query);
@@ -219,8 +220,10 @@ pub async fn query_user_stats<'a>(
     info!("Query to db is: {:?}", query);
 
     // Make the query and collect all data
-    let raw_influx_responses: Vec<FluxRecord> =
-        influxdb_client.query_raw(Some(query.clone())).await?;
+    let raw_influx_responses: Vec<FluxRecord> = influxdb_client
+        .query_raw(Some(query.clone()))
+        .await
+        .context("failed parsing query result into a FluxRecord")?;
 
     // Basically rename all items to be "total",
     // calculate number of "archive_needed" and "error_responses" through their boolean representations ...
diff --git a/web3_proxy/src/stats/stat_buffer.rs b/web3_proxy/src/stats/stat_buffer.rs
index 5de91e8b..d7a5dea1 100644
--- a/web3_proxy/src/stats/stat_buffer.rs
+++ b/web3_proxy/src/stats/stat_buffer.rs
@@ -4,7 +4,7 @@ use derive_more::From;
 use futures::stream;
 use hashbrown::HashMap;
 use influxdb2::api::write::TimestampPrecision;
-use log::{error, info, trace};
+use log::{debug, error, info, trace};
 use migration::sea_orm::prelude::Decimal;
 use migration::sea_orm::DatabaseConnection;
 use std::time::Duration;
@@ -249,17 +249,24 @@ impl StatBuffer {
                 while num_left > 0 {
                     let batch_size = num_left.min(max_batch_size);
 
+                    // TODO: there has to be a better way to chunk this up. chunk on the stream with the stream being an iter?
                     let p = points.split_off(batch_size);
 
                     num_left -= batch_size;
 
                     if let Err(err) = influxdb_client
-                        .write_with_precision(bucket, stream::iter(p), self.timestamp_precision)
+                        .write_with_precision(
+                            bucket,
+                            stream::iter(points),
+                            self.timestamp_precision,
+                        )
                         .await
                     {
                         // TODO: if this errors, we throw away some of the pending stats! we should probably buffer them somewhere to be tried again
                         error!("unable to save {} tsdb stats! err={:?}", batch_size, err);
                     }
+
+                    points = p;
                 }
             }
         }