https://bz.apache.org/SpamAssassin/show_bug.cgi?id=8323

            Bug ID: 8323
           Summary: SPF plugin gives higher spam points for softfail
                    compared to fail
           Product: Spamassassin
           Version: 4.0.1
          Hardware: PC
                OS: Linux
            Status: NEW
          Severity: enhancement
          Priority: P2
         Component: Rules
          Assignee: dev@spamassassin.apache.org
          Reporter: ha...@hboeck.de
  Target Milestone: Undefined

I made an observation about Spamassassin's SPF ruleset that I find unexpected.
It appears the plugin gives more points to a softfail than to a fail. It likely
should be the other way round: a "fail" should be a stronger spam signal than a
"softfail".

A Mail with a Received-SPF header indicating "fail"/"softfail" for
"identity=mailfrom":
 0.9 SPF_FAIL               SPF: sender does not match SPF record (fail)
 1.0 SPF_SOFTFAIL           SPF: sender does not match SPF record (softfail)

The difference is even more extreme for "identity=helo", where "fail" gives
zero points:
 0.0 SPF_HELO_FAIL          SPF: HELO does not match SPF record (fail)
 0.9 SPF_HELO_SOFTFAIL      SPF: HELO does not match SPF record (softfail)

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