diff --git a/scripts/generate-requests-and-stats.sh b/scripts/generate-requests-and-stats.sh
index ecae4466..a05e55e7 100644
--- a/scripts/generate-requests-and-stats.sh
+++ b/scripts/generate-requests-and-stats.sh
@@ -5,4 +5,4 @@
 # https://github.com/INFURA/versus
 # ./ethspam | ./versus --stop-after 100 "http://localhost:8544/" # Pipe into the endpoint ..., add a bearer token and all that
 
-./ethspam http://127.0.0.1:8544 | ./versus --stop-after 100 http://localhost:8544
+./ethspam http://127.0.0.1:8544/rpc/01H0ZZJDNNEW49FRFS4D9SPR8B | ./versus --concurrency=4 --stop-after 100 http://localhost:8544/rpc/01H0ZZJDNNEW49FRFS4D9SPR8B
diff --git a/scripts/manual-tests/42-simple-balance.sh b/scripts/manual-tests/42-simple-balance.sh
index ce6e32da..724d4809 100644
--- a/scripts/manual-tests/42-simple-balance.sh
+++ b/scripts/manual-tests/42-simple-balance.sh
@@ -24,14 +24,14 @@ curl -X POST http://127.0.0.1:8544/user/login \
   -H 'Content-Type: application/json' \
   -d '{
         "address": "0xeb3e928a2e54be013ef8241d4c9eaf4dfae94d5a",
-        "msg": "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",
-        "sig": "cebd9effff15f4517e53522dbe91798d59dc0df0299faaec25d3f6443fa121f847e4311d5ca7386e75b87d6d45df92b8ced58c822117519c666ab1a6b2fc7bd21b",
+        "msg": "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",
+        "sig": "7591251840bf75d2ab7c895bc566a49d2f4c3ad6bb14d7256258a59e52055fc94c11f8f3836f5311b52fc18aca40867cd85802636645e1d757494800631cad381c",
         "version": "3",
         "signer": "MEW"
       }'
 
-# bearer token is: 01GZK8MHHGQWK4VPGF97HS91MB
-# scret key is: 01GZK65YNV0P0WN2SCXYTW3R9S
+# bearer token is: 01H0ZZJDQ2F02MAXZR5K1X5NCP
+# scret key is: 01H0ZZJDNNEW49FRFS4D9SPR8B
 
 # 01GZH2PS89EJJY6V8JFCVTQ4BX
 # 01GZH2PS7CTHA3TAZ4HXCTX6KQ
@@ -42,7 +42,7 @@ curl -X POST http://127.0.0.1:8544/user/login \
 # Check the balance of the user
 # Balance seems to be returning properly (0, in this test case)
 curl \
--H "Authorization: Bearer 01GZK8MHHGQWK4VPGF97HS91MB" \
+-H "Authorization: Bearer 01H0ZZJDQ2F02MAXZR5K1X5NCP" \
 -X GET "127.0.0.1:8544/user/balance"
 
 
@@ -73,10 +73,10 @@ curl \
 
 ## Check if calling an RPC endpoint logs the stats
 ## This one does already even it seems
-for i in {1..100}
+for i in {1..300}
 do
   curl \
-  -X POST "127.0.0.1:8544/rpc/01GZK65YNV0P0WN2SCXYTW3R9S" \
+  -X POST "127.0.0.1:8544/rpc/01H0ZZJDNNEW49FRFS4D9SPR8B" \
   -H "Content-Type: application/json" \
   --data '{"method":"eth_blockNumber","params":[],"id":1,"jsonrpc":"2.0"}'
 done
diff --git a/web3_proxy/src/stats/influxdb_queries.rs b/web3_proxy/src/stats/influxdb_queries.rs
index 368df1f1..0d75881c 100644
--- a/web3_proxy/src/stats/influxdb_queries.rs
+++ b/web3_proxy/src/stats/influxdb_queries.rs
@@ -73,6 +73,7 @@ pub async fn query_user_stats<'a>(
     let mut join_candidates: Vec<String> = vec![
         "_time".to_string(),
         "_measurement".to_string(),
+        "archive_needed".to_string(),
         "chain_id".to_string(),
     ];
 
@@ -184,35 +185,19 @@ pub async fn query_user_stats<'a>(
         {filter_chain_id}
         {drop_method}
 
-    // cumsum = base
     base
         |> aggregateWindow(every: {query_window_seconds}s, fn: sum, createEmpty: false)
         |> pivot(rowKey: ["_time"], columnKey: ["_field"], valueColumn: "_value")
         |> drop(columns: ["balance"])
-        |> map(fn: (r) => ({{ r with "archive_needed": if r.archive_needed == "true" then r.frontend_requests else 0}}))
         |> map(fn: (r) => ({{ r with "error_response": if r.error_response == "true" then r.frontend_requests else 0}}))
-        |> group(columns: ["_time", "_measurement", "chain_id", "method", "rpc_secret_key_id"])
+        |> group(columns: ["_time", "_measurement", "archive_needed", "chain_id", "method", "rpc_secret_key_id"])
         |> sort(columns: ["frontend_requests"])
         |> map(fn:(r) => ({{ r with "sum_credits_used": float(v: r["sum_credits_used"]) }}))
-        |> cumulativeSum(columns: ["archive_needed", "error_response", "backend_requests", "cache_hits", "cache_misses", "frontend_requests", "sum_credits_used", "sum_request_bytes", "sum_response_bytes", "sum_response_millis"])
+        |> cumulativeSum(columns: ["error_response", "backend_requests", "cache_hits", "cache_misses", "frontend_requests", "sum_credits_used", "sum_request_bytes", "sum_response_bytes", "sum_response_millis"])
         |> sort(columns: ["frontend_requests"], desc: true)
         |> limit(n: 1)
         |> 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}
-    // )
+        |> sort(columns: ["_time", "_measurement", "archive_needed", "chain_id", "method", "rpc_secret_key_id"], desc: true)
     "#);
 
     info!("Raw query to db is: {:?}", query);