Regarding relevancy ranking

This is regarding relevancy ranking. During migration from 2.1.1 to 11 the relevancy of products are different though the configuration is same.
So I am trying to find which ranking module is affecting this. While testing this, I am seeing strange behavior.
One v11.0, I see that NUMFIELDS module is giving two different relrank scores for a record in two different but similar queries.
In one query, I am allowing relrank modules to be chosen as it is configured in recsearch_config.xml and in other query I am specifying Nrr parameter, with same relrank modules.
Here are the log lines from Dgraph log
Query without Nrr
    Nty=1&Ntx=mode+matchall&Ntk=primary&Nx=whyrank&N=0&Ntt=book%20tape
Query with Nrr
Nrr=nterms,maxfield,numfields&Nrk=primary&Nrt=book%20tape&N=0&Ntk=primary&Ntt=book%20tape&Nty=1&Ntx=mode+matchall&Nx=whyrank
Result for the Query without Nrr
DGraph.WhyRank:
[ { "nterms" : { "evaluationTime" : "0.001220703125", "stratumRank" : "100", "stratumDesc" : "Matched 2 of 2 terms" }}, { "maxfield" : { "evaluationTime" : "0.001220703125", "stratumRank" : "26", "stratumDesc" : "field match", "rankedField" : "p_name_pr" }}, { "numfields" : { "evaluationTime" : "0.001220703125", "stratumRank" : "1", "stratumDesc" : "Matched 1 of 54 fields", "fieldsMatched" : ["p_highsm_stmt"] }} ]
DGraph.WhyDidItMatch:
p_highsm_stmt: Was Gaylord® Bookcraft® 6 mil Paper Write-On Book Tape
Result for the Query with Nrr
DGraph.WhyRank:
[ { "nterms" : { "evaluationTime" : "0.001708984375", "stratumRank" : "100", "stratumDesc" : "Matched 2 of 2 terms" }}, { "maxfield" : { "evaluationTime" : "0.001708984375", "stratumRank" : "26", "stratumDesc" : "field match", "rankedField" : "p_name_pr" }}, { "numfields" : { "evaluationTime" : "0.00244140625", "stratumRank" : "4", "stratumDesc" : "Matched 4 of 54 fields", "fieldsMatched" : ["Category", "p_highsm_stmt", "p_mfg_sku_pr", "p_name_pr"] }} ]
DGraph.WhyDidItMatch:
p_highsm_stmt: Was Gaylord® Bookcraft® 6 mil Paper Write-On Book Tape
You can see that it says 4 fields matched in one results and 1 field matched in another results.
Cross field is enabled for the search interface.
Does anybody know what's happening here. I would like to get the results as they come in "With Nrr" query for "Without Nrr" case too.

Hello!
   We replaced --stat-brel with the following URL parameters to enable "whyrank" properties on the results (you can see them in a JSP reference app automatically when enabled):
   Why Rank is enabled per-query by using the existing Dx parameter (Dx=whyrank), or the new Nx parameter (Nx=whyrank) in the URL.
   Results are returned in a new Dgraph.WhyRank property.
   They provide a little bit more info than the old --stat-brel flag.

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