diff --git a/scripts/match_companies_zopk.py b/scripts/match_companies_zopk.py
index a40181e..862ad14 100644
--- a/scripts/match_companies_zopk.py
+++ b/scripts/match_companies_zopk.py
@@ -168,7 +168,7 @@ def match_company(company, projects, gemini_service, db, dry_run=False):
             temperature=0.3,
             feature='zopk_company_matching',
             company_id=company.id,
-            model='3.1-pro',  # Najmocniejszy model — kluczowa analiza biznesowa
+            model='3-flash',  # Gemini 3 Flash thinking mode — najlepszy dostępny
         )
 
         if not response_text:
@@ -264,7 +264,7 @@ def main():
     try:
         # Get ZOPK projects
         projects = db.query(ZOPKProject).filter(
-            ZOPKProject.is_active == True
+            ZOPKProject.is_active.isnot(False)
         ).order_by(ZOPKProject.id).all()
         logger.info(f"Loaded {len(projects)} ZOPK projects")