koenvo commented on PR #1878:
URL: https://github.com/apache/iceberg-python/pull/1878#issuecomment-2787164884

   ### Poor man's benchmark
   
   This compares the performance of the original vs fallback `upsert` logic.  
   The "With skips" case simulates situations where non-matching rows can be 
skipped during comparison.
   
   | Condition      | Original (s) | Fallback (s) | Diff (ms) | Diff (%) |
   |----------------|--------------|--------------|-----------|----------|
   | Without skips  | 0.727        | 0.724        | -2.73     | -0.38%   |
   | With skips     | 0.681        | 0.732        | +51.24    | +7.53%   |
   
   No significant performance regression observed. Fallback behaves as expected.
   


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