Hello Prometheus community,
               I hope the person reading this has a great day.
I am seeing a discrepancy in data that has been returned by API, depending 
on the start and end time selected. 

For a particular timestamp, say *1731304830, *the value was different when 
queried using the following, smaller difference between start and end 
timestamps.  

1) *Query with 6 second difference between start and end timestamp: *Value 
for 1731304830 was 800 
*<endpoint>/thanosquery/api/v1/query_range?query=sum(increase(envoy_cluster_upstream_rq*
*{*
*kubernetes_namespace="sample_namespacce",*
*kubernetes_pod_name="sample_pod_name",*
*envoy_cluster_name="sample_cluster_name",*
*}[3m])/3) *
*by (kubernetes_namespace,envoy_cluster_name)*
*&start=1731304828&end=1731304833&step=1s*

2) *Query with 60 seconds difference between start and end timestamp: *Value 
for 1731304830 was 40 
*<endpoint>/thanosquery/api/v1/query_range?query=sum(increase(envoy_cluster_upstream_rq*
*{*
*kubernetes_namespace="sample_namespacce",*
*kubernetes_pod_name="sample_pod_name",*
*envoy_cluster_name="sample_cluster_name",*
*}[3m])/3) *
*by (kubernetes_namespace,envoy_cluster_name)*
*&start=1731304800&end=1731304860&step=1s*

There were no difference in the query, other than the change in start and 
end timestamps. 
I request to help in understanding why this discrepancy is occurring.

Thank you for your time, 
Kishore 

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