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KASDORF BOOKKEEPING — LLM CLASSIFIER BAKE-OFF
Started: 2026-03-09 12:44:48
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Loaded 100 test transactions

[  1/100] #3254 | 2025-02-20 | $   12.72 | AMAZON.COM          AMZN.COM/BILL       WA
           📋 20 historical charges found
           📧 Gmail match found
                [35B  ] H | Non-Discretionary:Household Essenti / - (12.2s)
                [397B ] H | Non-Discretionary:Household Essenti / - (23.0s)
                [Coder] H | Non-Discretionary:Household Essenti / - (4.5s)
           ✅ ALL AGREE: Non-Discretionary:Household Essentials:Pet Costs

[  2/100] #3255 | 2025-02-20 | $   24.65 | AMAZON.COM          AMZN.COM/BILL       WA
           📋 20 historical charges found
           📧 Gmail match found
                [35B  ] H | Non-Discretionary:Household Essenti / - (7.1s)
                [397B ] H | Non-Discretionary:Household Essenti / - (23.3s)
                [Coder] H | Non-Discretionary:Household Essenti / - (4.2s)
           ✅ ALL AGREE: Non-Discretionary:Household Essentials:Pet Costs

[  3/100] #3245 | 2025-02-24 | $   25.79 | AMAZON MARKEPLACE NA PA
           📋 20 historical charges found
           📧 Gmail match found
                [35B  ] H | Non-Discretionary:Household Essenti / - (7.2s)
                [397B ] H | Non-Discretionary:Household Essenti / - (23.5s)
                [Coder] H | Non-Discretionary:Household Essenti / - (4.1s)
           ✅ ALL AGREE: Non-Discretionary:Household Essentials:Pet Costs

[  4/100] #3229 | 2025-02-28 | $  127.43 | AMAZON.COM          AMZN.COM/BILL       WA
           📋 20 historical charges found
           📧 Gmail match found
                [35B  ] H | Home Spending:Household Supplies / - (7.4s)
                [397B ] H | Home Spending:Household Supplies / - (23.3s)
             ⚠️ [Coder] M | Home Spending:Household Supplies / - (4.7s)
           ✅ ALL AGREE: Home Spending:Household Supplies

[  5/100] #3224 | 2025-03-01 | $   15.88 | AMAZON MARKEPLACE NA PA
           📋 20 historical charges found
           📧 Gmail match found
                [35B  ] H | Home Spending:Household Supplies / - (7.4s)
                [397B ] H | Home Spending:Household Supplies / - (23.2s)
                [Coder] H | Home Spending:Household Supplies / - (4.0s)
           ✅ ALL AGREE: Home Spending:Household Supplies

[  6/100] #3215 | 2025-03-02 | $  165.72 | AMAZON MARKEPLACE NA PA
           📋 20 historical charges found
           📧 Gmail match found
             ⚠️ [35B  ] M | Home Spending:Household Supplies / - (7.8s)
                [397B ] H | Home Spending:Household Supplies / - (22.8s)
                [Coder] M | Home Spending:Household Supplies / - (3.8s)
           ✅ ALL AGREE: Home Spending:Household Supplies

[  7/100] #3216 | 2025-03-02 | $  637.47 | AMAZON.COM          AMZN.COM/BILL       WA
           📋 20 historical charges found
           📧 Gmail match found
             ⚠️ [35B  ] M | Home Spending:Household Supplies / - (7.8s)
             ⚠️ [397B ] M | Home Spending:Household Supplies / - (26.3s)
             ⚠️ [Coder] M | Home Spending:Household Supplies / - (5.0s)
           ✅ ALL AGREE: Home Spending:Household Supplies

[  8/100] #3194 | 2025-03-06 | $   27.61 | AMAZON MARKEPLACE NA PA
           📋 20 historical charges found
           📧 Gmail match found