# agentscanr xAI spend ledger. Cumulative estimated USD from API usage fields (logged by tests/proxy.py) at xAI list price.
# Stop rule: halt at $17.50 estimated, or on any billing/credit error.
2026-10-14 prior session total (see costs.txt)	+0.0843	cum=0.0843
2026-10-14 23:39 smoke batch: 10 framework scripts run in parallel before per-run tagging existed (12 requests; per-run split unknown, logs kept as *-smoke.log)	+0.018056	cum=0.102356
2026-10-14 23:41:04 ag2-try	+0.001357	cum=0.103713
2026-10-14 23:41:19 lb-ag2-1	+0.001364	cum=0.105077
2026-10-14 23:41:19 lb-vercel_ai-1	+0.001367	cum=0.106444
2026-10-14 23:41:19 lb-raw_nonreasoning-1	+0.001362	cum=0.107806
2026-10-14 23:41:19 lb-mastra-1	+0.001357	cum=0.109163
2026-10-14 23:41:20 lb-strands-1	+0.001359	cum=0.110522
2026-10-14 23:41:21 lb-llamaindex-1	+0.001352	cum=0.111874
2026-10-14 23:41:21 lb-haystack-1	+0.001392	cum=0.113266
2026-10-14 23:41:24 lb-google_adk-1	+0.001639	cum=0.114905
2026-10-14 23:41:24 lb-dspy-1	+0.005624	cum=0.120529
2026-10-14 23:41:24 lb-raw_reasoning-1	+0.003891	cum=0.12442
2026-10-14 23:41:29 lb-raw_nonreasoning-2	+0.001399	cum=0.125819
2026-10-14 23:41:29 lb-vercel_ai-2	+0.001349	cum=0.127168
2026-10-14 23:41:30 lb-ag2-2	+0.001347	cum=0.128515
2026-10-14 23:41:30 lb-haystack-2	+0.001357	cum=0.129872
2026-10-14 23:41:30 lb-mastra-2	+0.001643	cum=0.131515
2026-10-14 23:41:31 lb-strands-2	+0.001399	cum=0.132914
2026-10-14 23:41:32 lb-llamaindex-2	+0.001387	cum=0.134301
2026-10-14 23:41:33 lb-dspy-2	+0.002832	cum=0.137133
2026-10-14 23:41:33 lb-google_adk-2	+0.001373	cum=0.138506
2026-10-14 23:41:36 lb-raw_reasoning-2	+0.003867	cum=0.142373
2026-10-14 23:41:40 lb-ag2-3	+0.001342	cum=0.143715
2026-10-14 23:41:41 lb-vercel_ai-3	+0.001364	cum=0.145079
2026-10-14 23:41:41 lb-haystack-3	+0.001369	cum=0.146448
2026-10-14 23:41:41 lb-mastra-3	+0.001347	cum=0.147795
2026-10-14 23:41:41 lb-raw_nonreasoning-3	+0.001387	cum=0.149182
2026-10-14 23:41:41 lb-strands-3	+0.001646	cum=0.150828
2026-10-14 23:41:42 lb-llamaindex-3	+0.001359	cum=0.152187
2026-10-14 23:41:45 lb-google_adk-3	+0.001371	cum=0.153558
2026-10-14 23:41:46 lb-dspy-3	+0.004405	cum=0.157963
2026-10-14 23:41:47 lb-raw_reasoning-3	+0.004053	cum=0.162016
2026-10-14 23:41:50 lb-semantic_kernel-2	+0.0	cum=0.162016
2026-10-14 23:43:49 invoice_extract-raw-1	+0.000852	cum=0.162868
2026-10-14 23:44:01 invoice_extract-vercel_ai-1	+0.000852	cum=0.16372
2026-10-14 23:44:03 cashflow-vercel_ai-1	+0.001583	cum=0.165303
2026-10-14 23:44:03 invoice_extract-raw-1	+0.001301	cum=0.166604
2026-10-14 23:44:03 inbox_triage-vercel_ai-1	+0.001256	cum=0.16786
2026-10-14 23:44:03 inbox_triage-raw-1	+0.001256	cum=0.169116
2026-10-14 23:44:04 cashflow-raw-1	+0.001043	cum=0.170159
2026-10-14 23:44:04 invoice_extract-mastra-1	+0.000449	cum=0.170608
2026-10-14 23:44:04 invoice_extract-ag2-1	+0.000449	cum=0.171057
2026-10-14 23:44:04 inbox_triage-ag2-1	+0.000718	cum=0.171775
2026-10-14 23:44:04 invoice_extract-smolagents-1	+0.001942	cum=0.173717
2026-10-14 23:44:05 inbox_triage-mastra-1	+0.000718	cum=0.174435
2026-10-14 23:44:05 inbox_triage-agno-1	+0.001256	cum=0.175691
2026-10-14 23:44:05 invoice_extract-agno-1	+0.000449	cum=0.17614
2026-10-14 23:44:05 invoice_extract-haystack-1	+0.000449	cum=0.176589
2026-10-14 23:44:05 invoice_extract-vercel_ai-2	+0.000449	cum=0.177038
2026-10-14 23:44:05 inbox_triage-haystack-1	+0.000718	cum=0.177756
2026-10-14 23:44:05 cashflow-mastra-1	+0.001043	cum=0.178799
2026-10-14 23:44:05 inbox_triage-smolagents-1	+0.002213	cum=0.181012
2026-10-14 23:44:06 invoice_extract-langgraph-1	+0.000449	cum=0.181461
2026-10-14 23:44:06 invoice_extract-pydantic_ai-1	+0.000449	cum=0.18191
2026-10-14 23:44:06 cashflow-smolagents-1	+0.002456	cum=0.184366
2026-10-14 23:44:06 cashflow-ag2-1	+0.001193	cum=0.185559
2026-10-14 23:44:07 inbox_triage-langgraph-1	+0.000718	cum=0.186277
2026-10-14 23:44:07 cashflow-haystack-1	+0.00119	cum=0.187467
2026-10-14 23:44:07 inbox_triage-vercel_ai-2	+0.001256	cum=0.188723
2026-10-14 23:44:07 invoice_extract-raw_grok-4.3-1	+0.002179	cum=0.190902
2026-10-14 23:44:07 inbox_triage-pydantic_ai-1	+0.000718	cum=0.19162
2026-10-14 23:44:07 cashflow-agno-1	+0.001043	cum=0.192663
2026-10-14 23:44:08 invoice_extract-raw-2	+0.000449	cum=0.193112
2026-10-14 23:44:08 invoice_extract-openai_agents-1	+0.000449	cum=0.193561
2026-10-14 23:44:08 cashflow-langgraph-1	+0.001043	cum=0.194604
2026-10-14 23:44:08 invoice_extract-strands-1	+0.000449	cum=0.195053
2026-10-14 23:44:08 inbox_triage-raw-2	+0.000718	cum=0.195771
2026-10-14 23:44:08 cashflow-vercel_ai-2	+0.00104	cum=0.196811
2026-10-14 23:44:08 cashflow-pydantic_ai-1	+0.001576	cum=0.198387
2026-10-14 23:44:09 inbox_triage-openai_agents-1	+0.000718	cum=0.199105
2026-10-14 23:44:09 invoice_extract-vercel_ai-3	+0.000852	cum=0.199957
2026-10-14 23:44:09 inbox_triage-strands-1	+0.000718	cum=0.200675
2026-10-14 23:44:09 inbox_triage-raw_grok-4.3-1	+0.003323	cum=0.203998
2026-10-14 23:44:10 invoice_extract-ag2-2	+0.000852	cum=0.20485
2026-10-14 23:44:10 cashflow-strands-1	+0.001726	cum=0.206576
2026-10-14 23:44:10 cashflow-raw-2	+0.001043	cum=0.207619
2026-10-14 23:44:10 inbox_triage-dspy-1	+0.004857	cum=0.212476
2026-10-14 23:44:10 invoice_extract-mastra-2	+0.000449	cum=0.212925
2026-10-14 23:44:11 cashflow-openai_agents-1	+0.001578	cum=0.214503
2026-10-14 23:44:11 inbox_triage-raw_grok-4.7-1	+0.00767	cum=0.222173
2026-10-14 23:44:11 invoice_extract-agno-2	+0.000852	cum=0.223025
2026-10-14 23:44:11 inbox_triage-ag2-2	+0.000718	cum=0.223743
2026-10-14 23:44:11 inbox_triage-mastra-2	+0.000718	cum=0.224461
2026-10-14 23:44:11 cashflow-raw_grok-4.3-1	+0.004141	cum=0.228602
2026-10-14 23:44:12 inbox_triage-vercel_ai-3	+0.000718	cum=0.22932
2026-10-14 23:44:12 inbox_triage-llamaindex-1	+0.000718	cum=0.230038
2026-10-14 23:44:12 invoice_extract-llamaindex-1	+0.000449	cum=0.230487
2026-10-14 23:44:12 invoice_extract-smolagents-2	+0.000598	cum=0.231085
2026-10-14 23:44:12 invoice_extract-raw-3	+0.000449	cum=0.231534
2026-10-14 23:44:13 invoice_extract-raw_grok-build-0.1-1	+0.004939	cum=0.236473
2026-10-14 23:44:13 invoice_extract-dspy-1	+0.005819	cum=0.242292
2026-10-14 23:44:13 inbox_triage-agno-2	+0.000718	cum=0.24301
2026-10-14 23:44:13 inbox_triage-raw-3	+0.000718	cum=0.243728
2026-10-14 23:44:13 inbox_triage-smolagents-2	+0.000735	cum=0.244463
2026-10-14 23:44:13 cashflow-llamaindex-1	+0.001045	cum=0.245508
2026-10-14 23:44:13 invoice_extract-haystack-2	+0.000449	cum=0.245957
2026-10-14 23:44:13 cashflow-mastra-2	+0.00104	cum=0.246997
2026-10-14 23:44:14 invoice_extract-langgraph-2	+0.000449	cum=0.247446
2026-10-14 23:44:14 cashflow-ag2-2	+0.001038	cum=0.248484
2026-10-14 23:44:14 invoice_extract-raw_grok-4.20-0309-reasoning-1	+0.004119	cum=0.252603
2026-10-14 23:44:14 inbox_triage-haystack-2	+0.000718	cum=0.253321
2026-10-14 23:44:15 inbox_triage-langgraph-2	+0.000718	cum=0.254039
2026-10-14 23:44:15 cashflow-smolagents-2	+0.000987	cum=0.255026
2026-10-14 23:44:15 inbox_triage-raw_grok-build-0.1-1	+0.005902	cum=0.260928
2026-10-14 23:44:15 invoice_extract-pydantic_ai-2	+0.000449	cum=0.261377
2026-10-14 23:44:15 cashflow-haystack-2	+0.001043	cum=0.26242
2026-10-14 23:44:15 cashflow-vercel_ai-3	+0.001043	cum=0.263463
2026-10-14 23:44:15 invoice_extract-ag2-3	+0.000449	cum=0.263912
2026-10-14 23:44:16 cashflow-agno-2	+0.00104	cum=0.264952
2026-10-14 23:44:16 inbox_triage-pydantic_ai-2	+0.000718	cum=0.26567
2026-10-14 23:44:16 invoice_extract-openai_agents-2	+0.000449	cum=0.266119
2026-10-14 23:44:16 inbox_triage-ag2-3	+0.000718	cum=0.266837
2026-10-14 23:44:17 invoice_extract-mastra-3	+0.000449	cum=0.267286
2026-10-14 23:44:17 invoice_extract-agno-3	+0.000449	cum=0.267735
2026-10-14 23:44:17 cashflow-raw-3	+0.001188	cum=0.268923
2026-10-14 23:44:17 cashflow-langgraph-2	+0.001043	cum=0.269966
2026-10-14 23:44:17 invoice_extract-strands-2	+0.000449	cum=0.270415
2026-10-14 23:44:17 cashflow-pydantic_ai-2	+0.001043	cum=0.271458
2026-10-14 23:44:17 inbox_triage-mastra-3	+0.001256	cum=0.272714
2026-10-14 23:44:18 inbox_triage-openai_agents-2	+0.000718	cum=0.273432
2026-10-14 23:44:18 inbox_triage-raw_grok-4.3-2	+0.002261	cum=0.275693
2026-10-14 23:44:18 invoice_extract-smolagents-3	+0.000598	cum=0.276291
2026-10-14 23:44:18 invoice_extract-raw_grok-4.3-2	+0.002289	cum=0.27858
2026-10-14 23:44:19 inbox_triage-smolagents-3	+0.002213	cum=0.280793
2026-10-14 23:44:19 inbox_triage-strands-2	+0.000718	cum=0.281511
2026-10-14 23:44:19 cashflow-strands-2	+0.001038	cum=0.282549
2026-10-14 23:44:19 invoice_extract-langgraph-3	+0.000449	cum=0.282998
2026-10-14 23:44:19 inbox_triage-agno-3	+0.000718	cum=0.283716
2026-10-14 23:44:19 cashflow-openai_agents-2	+0.001043	cum=0.284759
2026-10-14 23:44:20 invoice_extract-haystack-3	+0.000449	cum=0.285208
2026-10-14 23:44:20 inbox_triage-haystack-3	+0.000718	cum=0.285926
2026-10-14 23:44:20 invoice_extract-pydantic_ai-3	+0.000449	cum=0.286375
2026-10-14 23:44:20 invoice_extract-google_adk-1	+0.000868	cum=0.287243
2026-10-14 23:44:20 cashflow-ag2-3	+0.001043	cum=0.288286
2026-10-14 23:44:20 cashflow-mastra-3	+0.001578	cum=0.289864
2026-10-14 23:44:20 inbox_triage-langgraph-3	+0.000718	cum=0.290582
2026-10-14 23:44:20 cashflow-haystack-3	+0.001581	cum=0.292163
2026-10-14 23:44:20 cashflow-google_adk-1	+0.001597	cum=0.29376
2026-10-14 23:44:20 inbox_triage-google_adk-1	+0.001272	cum=0.295032
2026-10-14 23:44:21 cashflow-smolagents-3	+0.000987	cum=0.296019
2026-10-14 23:44:21 inbox_triage-pydantic_ai-3	+0.000718	cum=0.296737
2026-10-14 23:44:21 invoice_extract-raw_grok-4.7-1	+0.0132	cum=0.309937
2026-10-14 23:44:21 inbox_triage-dspy-2	+0.004607	cum=0.314544
2026-10-14 23:44:21 cashflow-agno-3	+0.001038	cum=0.315582
2026-10-14 23:44:21 invoice_extract-llamaindex-2	+0.000449	cum=0.316031
2026-10-14 23:44:21 invoice_extract-openai_agents-3	+0.000449	cum=0.31648
2026-10-14 23:44:21 inbox_triage-llamaindex-2	+0.000718	cum=0.317198
2026-10-14 23:44:22 invoice_extract-strands-3	+0.000449	cum=0.317647
2026-10-14 23:44:22 inbox_triage-raw_grok-4.20-0309-reasoning-1	+0.006228	cum=0.323875
2026-10-14 23:44:22 cashflow-langgraph-3	+0.00104	cum=0.324915
2026-10-14 23:44:22 inbox_triage-openai_agents-3	+0.000718	cum=0.325633
2026-10-14 23:44:23 inbox_triage-strands-3	+0.000718	cum=0.326351
2026-10-14 23:44:23 cashflow-pydantic_ai-3	+0.00104	cum=0.327391
2026-10-14 23:44:23 invoice_extract-dspy-2	+0.003584	cum=0.330975
2026-10-14 23:44:23 cashflow-llamaindex-2	+0.00104	cum=0.332015
2026-10-14 23:44:24 cashflow-strands-3	+0.001038	cum=0.333053
2026-10-14 23:44:24 cashflow-openai_agents-3	+0.001576	cum=0.334629
2026-10-14 23:44:24 inbox_triage-raw_grok-4.3-3	+0.001551	cum=0.33618
2026-10-14 23:44:26 invoice_extract-llamaindex-3	+0.000449	cum=0.336629
2026-10-14 23:44:26 inbox_triage-raw_grok-4.7-2	+0.008048	cum=0.344677
2026-10-14 23:44:26 inbox_triage-llamaindex-3	+0.000718	cum=0.345395
2026-10-14 23:44:27 cashflow-raw_grok-4.3-2	+0.004031	cum=0.349426
2026-10-14 23:44:28 invoice_extract-google_adk-2	+0.000868	cum=0.350294
2026-10-14 23:44:28 invoice_extract-raw_grok-4.3-3	+0.002499	cum=0.352793
2026-10-14 23:44:28 inbox_triage-raw_grok-build-0.1-2	+0.004694	cum=0.357487
2026-10-14 23:44:28 inbox_triage-dspy-3	+0.005101	cum=0.362588
2026-10-14 23:44:28 inbox_triage-google_adk-2	+0.0006	cum=0.363188
2026-10-14 23:44:28 cashflow-llamaindex-3	+0.00104	cum=0.364228
2026-10-14 23:44:30 cashflow-google_adk-2	+0.001592	cum=0.36582
2026-10-14 23:44:30 invoice_extract-raw_grok-4.20-0309-reasoning-2	+0.004227	cum=0.370047
2026-10-14 23:44:30 cashflow-raw_grok-4.7-1	+0.026896	cum=0.396943
2026-10-14 23:44:31 invoice_extract-raw_grok-build-0.1-2	+0.00572	cum=0.402663
2026-10-14 23:44:34 invoice_extract-dspy-3	+0.006111	cum=0.408774
2026-10-14 23:44:34 cashflow-raw_grok-build-0.1-1	+0.013238	cum=0.422012
2026-10-14 23:44:34 invoice_extract-google_adk-3	+0.000465	cum=0.422477
2026-10-14 23:44:36 inbox_triage-google_adk-3	+0.0006	cum=0.423077
2026-10-14 23:44:36 inbox_triage-raw_grok-4.7-3	+0.006818	cum=0.429895
2026-10-14 23:44:38 cashflow-google_adk-3	+0.00092	cum=0.430815
2026-10-14 23:44:40 inbox_triage-raw_grok-build-0.1-3	+0.004267	cum=0.435082
2026-10-14 23:44:41 cashflow-raw_grok-4.3-3	+0.003909	cum=0.438991
2026-10-14 23:44:42 invoice_extract-crewai-1	+0.000934	cum=0.439925
2026-10-14 23:44:42 cashflow-crewai-1	+0.001671	cum=0.441596
2026-10-14 23:44:42 inbox_triage-crewai-1	+0.001338	cum=0.442934
2026-10-14 23:44:44 inbox_triage-raw_grok-4.20-0309-reasoning-2	+0.007691	cum=0.450625
2026-10-14 23:44:46 invoice_extract-raw_grok-4.20-0309-reasoning-3	+0.004782	cum=0.455407
2026-10-14 23:44:47 invoice_extract-raw_grok-4.7-2	+0.013416	cum=0.468823
2026-10-14 23:44:49 cashflow-raw_grok-4.20-0309-reasoning-1	+0.015586	cum=0.484409
2026-10-14 23:44:49 cashflow-dspy-1	+0.023422	cum=0.507831
2026-10-14 23:44:51 invoice_extract-raw_grok-build-0.1-3	+0.006656	cum=0.514487
2026-10-14 23:44:59 inbox_triage-raw_grok-4.20-0309-reasoning-3	+0.004801	cum=0.519288
2026-10-14 23:45:01 cashflow-raw_grok-4.7-2	+0.02644	cum=0.545728
2026-10-14 23:45:03 cashflow-raw_grok-build-0.1-2	+0.010486	cum=0.556214
2026-10-14 23:45:07 invoice_extract-raw_grok-4.7-3	+0.013938	cum=0.570152
2026-10-14 23:45:17 invoice_extract-crewai-2	+0.000934	cum=0.571086
2026-10-14 23:45:17 inbox_triage-crewai-2	+0.000666	cum=0.571752
2026-10-14 23:45:18 cashflow-crewai-2	+0.001663	cum=0.573415
2026-10-14 23:45:33 cashflow-raw_grok-4.20-0309-reasoning-2	+0.015973	cum=0.589388
2026-10-14 23:45:36 cashflow-raw_grok-4.7-3	+0.028774	cum=0.618162
2026-10-14 23:45:36 cashflow-raw_grok-build-0.1-3	+0.010271	cum=0.628433
2026-10-14 23:45:52 invoice_extract-crewai-3	+0.000397	cum=0.62883
2026-10-14 23:45:52 inbox_triage-crewai-3	+0.000666	cum=0.629496
2026-10-14 23:45:54 cashflow-crewai-3	+0.000991	cum=0.630487
2026-10-14 23:45:59 cashflow-dspy-2	+0.026184	cum=0.656671
2026-10-14 23:46:20 cashflow-raw_grok-4.20-0309-reasoning-3	+0.014646	cum=0.671317
2026-10-14 23:46:45 cashflow-dspy-3	+0.021643	cum=0.69296
2026-10-14 23:47:29 invoice_extract-vercel_ai-4	+0.000449	cum=0.693409
2026-10-14 23:47:29 inbox_triage-vercel_ai-4	+0.000718	cum=0.694127
2026-10-14 23:47:29 invoice_extract-raw-4	+0.000449	cum=0.694576
2026-10-14 23:47:30 cashflow-vercel_ai-4	+0.00104	cum=0.695616
2026-10-14 23:47:30 inbox_triage-raw-4	+0.000718	cum=0.696334
2026-10-14 23:47:31 cashflow-raw-4	+0.001043	cum=0.697377
2026-10-14 23:47:31 invoice_extract-ag2-4	+0.000449	cum=0.697826
2026-10-14 23:47:31 invoice_extract-agno-4	+0.000449	cum=0.698275
2026-10-14 23:47:31 inbox_triage-ag2-4	+0.000718	cum=0.698993
2026-10-14 23:47:31 inbox_triage-mastra-4	+0.000718	cum=0.699711
2026-10-14 23:47:31 invoice_extract-mastra-4	+0.000449	cum=0.70016
2026-10-14 23:47:31 invoice_extract-smolagents-4	+0.000598	cum=0.700758
2026-10-14 23:47:32 inbox_triage-agno-4	+0.000718	cum=0.701476
2026-10-14 23:47:32 inbox_triage-smolagents-4	+0.001272	cum=0.702748
2026-10-14 23:47:32 invoice_extract-haystack-4	+0.000449	cum=0.703197
2026-10-14 23:47:32 cashflow-mastra-4	+0.00104	cum=0.704237
2026-10-14 23:47:32 cashflow-ag2-4	+0.001038	cum=0.705275
2026-10-14 23:47:33 invoice_extract-pydantic_ai-4	+0.000449	cum=0.705724
2026-10-14 23:47:33 cashflow-smolagents-4	+0.000977	cum=0.706701
2026-10-14 23:47:33 inbox_triage-vercel_ai-5	+0.000718	cum=0.707419
2026-10-14 23:47:33 invoice_extract-langgraph-4	+0.000449	cum=0.707868
2026-10-14 23:47:33 inbox_triage-haystack-4	+0.000718	cum=0.708586
2026-10-14 23:47:33 invoice_extract-raw-5	+0.000449	cum=0.709035
2026-10-14 23:47:34 invoice_extract-vercel_ai-5	+0.000449	cum=0.709484
2026-10-14 23:47:34 inbox_triage-langgraph-4	+0.000718	cum=0.710202
2026-10-14 23:47:34 inbox_triage-pydantic_ai-4	+0.000718	cum=0.71092
2026-10-14 23:47:34 cashflow-haystack-4	+0.001188	cum=0.712108
2026-10-14 23:47:34 cashflow-agno-4	+0.001038	cum=0.713146
2026-10-14 23:47:34 invoice_extract-openai_agents-4	+0.000449	cum=0.713595
2026-10-14 23:47:35 cashflow-vercel_ai-5	+0.001043	cum=0.714638
2026-10-14 23:47:35 inbox_triage-raw-5	+0.001256	cum=0.715894
2026-10-14 23:47:35 inbox_triage-strands-4	+0.000718	cum=0.716612
2026-10-14 23:47:35 cashflow-pydantic_ai-4	+0.001043	cum=0.717655
2026-10-14 23:47:35 invoice_extract-strands-4	+0.000449	cum=0.718104
2026-10-14 23:47:35 inbox_triage-openai_agents-4	+0.000718	cum=0.718822
2026-10-14 23:47:36 cashflow-openai_agents-4	+0.00104	cum=0.719862
2026-10-14 23:47:36 cashflow-langgraph-4	+0.001043	cum=0.720905
2026-10-14 23:47:36 inbox_triage-dspy-4	+0.003998	cum=0.724903
2026-10-14 23:47:36 cashflow-raw-5	+0.001048	cum=0.725951
2026-10-14 23:47:36 inbox_triage-raw_grok-4.3-4	+0.001666	cum=0.727617
2026-10-14 23:47:36 cashflow-strands-4	+0.00104	cum=0.728657
2026-10-14 23:47:37 invoice_extract-ag2-5	+0.000449	cum=0.729106
2026-10-14 23:47:37 invoice_extract-dspy-4	+0.004219	cum=0.733325
2026-10-14 23:47:37 invoice_extract-raw_grok-4.3-4	+0.002136	cum=0.735461
2026-10-14 23:47:38 inbox_triage-ag2-5	+0.000718	cum=0.736179
2026-10-14 23:47:38 inbox_triage-vercel_ai-6	+0.000718	cum=0.736897
2026-10-14 23:47:38 invoice_extract-mastra-5	+0.000449	cum=0.737346
2026-10-14 23:47:38 invoice_extract-vercel_ai-6	+0.000449	cum=0.737795
2026-10-14 23:47:38 inbox_triage-mastra-5	+0.000718	cum=0.738513
2026-10-14 23:47:38 invoice_extract-agno-5	+0.000852	cum=0.739365
2026-10-14 23:47:38 invoice_extract-smolagents-5	+0.001942	cum=0.741307
2026-10-14 23:47:38 invoice_extract-raw-6	+0.000449	cum=0.741756
2026-10-14 23:47:39 inbox_triage-smolagents-5	+0.000735	cum=0.742491
2026-10-14 23:47:39 inbox_triage-agno-5	+0.000718	cum=0.743209
2026-10-14 23:47:39 inbox_triage-llamaindex-4	+0.000718	cum=0.743927
2026-10-14 23:47:39 cashflow-llamaindex-4	+0.001038	cum=0.744965
2026-10-14 23:47:39 inbox_triage-raw-6	+0.000718	cum=0.745683
2026-10-14 23:47:39 cashflow-mastra-5	+0.001038	cum=0.746721
2026-10-14 23:47:40 invoice_extract-haystack-5	+0.000449	cum=0.74717
2026-10-14 23:47:40 cashflow-vercel_ai-6	+0.001038	cum=0.748208
2026-10-14 23:47:40 invoice_extract-llamaindex-4	+0.000449	cum=0.748657
2026-10-14 23:47:40 inbox_triage-haystack-5	+0.000718	cum=0.749375
2026-10-14 23:47:41 cashflow-ag2-5	+0.001188	cum=0.750563
2026-10-14 23:47:41 cashflow-smolagents-5	+0.002568	cum=0.753131
2026-10-14 23:47:41 invoice_extract-pydantic_ai-5	+0.000449	cum=0.75358
2026-10-14 23:47:42 invoice_extract-langgraph-5	+0.000449	cum=0.754029
2026-10-14 23:47:42 inbox_triage-raw_grok-build-0.1-4	+0.004053	cum=0.758082
2026-10-14 23:47:42 inbox_triage-vercel_ai-7	+0.000718	cum=0.7588
2026-10-14 23:47:42 inbox_triage-raw_grok-4.7-4	+0.008792	cum=0.767592
2026-10-14 23:47:42 invoice_extract-vercel_ai-7	+0.000449	cum=0.768041
2026-10-14 23:47:42 cashflow-agno-5	+0.001038	cum=0.769079
2026-10-14 23:47:42 cashflow-haystack-5	+0.001038	cum=0.770117
2026-10-14 23:47:43 invoice_extract-ag2-6	+0.000449	cum=0.770566
2026-10-14 23:47:43 invoice_extract-raw-7	+0.000449	cum=0.771015
2026-10-14 23:47:43 inbox_triage-strands-5	+0.000718	cum=0.771733
2026-10-14 23:47:43 inbox_triage-pydantic_ai-5	+0.000718	cum=0.772451
2026-10-14 23:47:43 inbox_triage-langgraph-5	+0.000718	cum=0.773169
2026-10-14 23:47:43 invoice_extract-strands-5	+0.000449	cum=0.773618
2026-10-14 23:47:43 cashflow-raw-6	+0.001038	cum=0.774656
2026-10-14 23:47:43 invoice_extract-mastra-6	+0.000449	cum=0.775105
2026-10-14 23:47:43 invoice_extract-raw_grok-4.7-4	+0.010638	cum=0.785743
2026-10-14 23:47:44 invoice_extract-smolagents-6	+0.000598	cum=0.786341
2026-10-14 23:47:44 inbox_triage-mastra-6	+0.000718	cum=0.787059
2026-10-14 23:47:44 inbox_triage-ag2-6	+0.000718	cum=0.787777
2026-10-14 23:47:44 invoice_extract-agno-6	+0.000449	cum=0.788226
2026-10-14 23:47:44 invoice_extract-openai_agents-5	+0.000449	cum=0.788675
2026-10-14 23:47:44 inbox_triage-raw-7	+0.001256	cum=0.789931
2026-10-14 23:47:44 cashflow-pydantic_ai-5	+0.001038	cum=0.790969
2026-10-14 23:47:44 inbox_triage-smolagents-6	+0.000735	cum=0.791704
2026-10-14 23:47:44 invoice_extract-raw_grok-build-0.1-4	+0.004674	cum=0.796378
2026-10-14 23:47:45 cashflow-langgraph-5	+0.001043	cum=0.797421
2026-10-14 23:47:45 invoice_extract-raw_grok-4.20-0309-reasoning-4	+0.005334	cum=0.802755
2026-10-14 23:47:45 inbox_triage-openai_agents-5	+0.000718	cum=0.803473
2026-10-14 23:47:45 cashflow-vercel_ai-7	+0.001038	cum=0.804511
2026-10-14 23:47:45 invoice_extract-vercel_ai-8	+0.000449	cum=0.80496
2026-10-14 23:47:45 inbox_triage-agno-6	+0.000718	cum=0.805678
2026-10-14 23:47:46 inbox_triage-vercel_ai-8	+0.000718	cum=0.806396
2026-10-14 23:47:46 inbox_triage-dspy-5	+0.003729	cum=0.810125
2026-10-14 23:47:46 invoice_extract-haystack-6	+0.000449	cum=0.810574
2026-10-14 23:47:47 invoice_extract-raw-8	+0.000449	cum=0.811023
2026-10-14 23:47:47 cashflow-mastra-6	+0.00119	cum=0.812213
2026-10-14 23:47:47 cashflow-strands-5	+0.00104	cum=0.813253
2026-10-14 23:47:47 inbox_triage-haystack-6	+0.000718	cum=0.813971
2026-10-14 23:47:47 cashflow-openai_agents-5	+0.001183	cum=0.815154
2026-10-14 23:47:48 cashflow-smolagents-6	+0.000987	cum=0.816141
2026-10-14 23:47:48 cashflow-ag2-6	+0.001043	cum=0.817184
2026-10-14 23:47:48 invoice_extract-ag2-7	+0.000449	cum=0.817633
2026-10-14 23:47:48 invoice_extract-raw_grok-4.3-5	+0.002447	cum=0.82008
2026-10-14 23:47:49 invoice_extract-langgraph-6	+0.000449	cum=0.820529
2026-10-14 23:47:49 cashflow-raw_grok-4.3-4	+0.004681	cum=0.82521
2026-10-14 23:47:49 invoice_extract-pydantic_ai-6	+0.000449	cum=0.825659
2026-10-14 23:47:49 invoice_extract-vercel_ai-9	+0.000449	cum=0.826108
2026-10-14 23:47:49 invoice_extract-dspy-5	+0.00384	cum=0.829948
2026-10-14 23:47:49 inbox_triage-raw-8	+0.000718	cum=0.830666
2026-10-14 23:47:49 cashflow-raw-7	+0.001043	cum=0.831709
2026-10-14 23:47:50 invoice_extract-mastra-7	+0.000449	cum=0.832158
2026-10-14 23:47:50 cashflow-agno-6	+0.00119	cum=0.833348
2026-10-14 23:47:50 cashflow-haystack-6	+0.001188	cum=0.834536
2026-10-14 23:47:50 inbox_triage-raw_grok-4.3-5	+0.002429	cum=0.836965
2026-10-14 23:47:50 invoice_extract-smolagents-7	+0.000598	cum=0.837563
2026-10-14 23:47:50 cashflow-vercel_ai-8	+0.001188	cum=0.838751
2026-10-14 23:47:50 invoice_extract-agno-7	+0.000449	cum=0.8392
2026-10-14 23:47:51 inbox_triage-smolagents-7	+0.002213	cum=0.841413
2026-10-14 23:47:51 inbox_triage-mastra-7	+0.000718	cum=0.842131
2026-10-14 23:47:51 inbox_triage-ag2-7	+0.000718	cum=0.842849
2026-10-14 23:47:51 inbox_triage-vercel_ai-9	+0.000718	cum=0.843567
2026-10-14 23:47:51 invoice_extract-google_adk-4	+0.000465	cum=0.844032
2026-10-14 23:47:51 invoice_extract-raw-9	+0.000449	cum=0.844481
2026-10-14 23:47:51 inbox_triage-google_adk-4	+0.001272	cum=0.845753
2026-10-14 23:47:52 inbox_triage-pydantic_ai-6	+0.000718	cum=0.846471
2026-10-14 23:47:52 inbox_triage-raw_grok-4.20-0309-reasoning-4	+0.007173	cum=0.853644
2026-10-14 23:47:52 inbox_triage-langgraph-6	+0.000718	cum=0.854362
2026-10-14 23:47:52 inbox_triage-agno-7	+0.000718	cum=0.85508
2026-10-14 23:47:53 inbox_triage-strands-6	+0.000718	cum=0.855798
2026-10-14 23:47:53 invoice_extract-strands-6	+0.000852	cum=0.85665
2026-10-14 23:47:53 invoice_extract-vercel_ai-10	+0.000449	cum=0.857099
2026-10-14 23:47:53 invoice_extract-haystack-7	+0.000449	cum=0.857548
2026-10-14 23:47:53 invoice_extract-openai_agents-6	+0.000449	cum=0.857997
2026-10-14 23:47:53 cashflow-google_adk-4	+0.000922	cum=0.858919
2026-10-14 23:47:53 invoice_extract-ag2-8	+0.000449	cum=0.859368
2026-10-14 23:47:53 cashflow-langgraph-6	+0.001043	cum=0.860411
2026-10-14 23:47:54 inbox_triage-llamaindex-5	+0.000718	cum=0.861129
2026-10-14 23:47:54 invoice_extract-llamaindex-5	+0.000449	cum=0.861578
2026-10-14 23:47:54 cashflow-ag2-7	+0.001043	cum=0.862621
2026-10-14 23:47:54 cashflow-llamaindex-5	+0.001038	cum=0.863659
2026-10-14 23:47:54 cashflow-pydantic_ai-6	+0.001038	cum=0.864697
2026-10-14 23:47:54 cashflow-mastra-7	+0.00104	cum=0.865737
2026-10-14 23:47:54 cashflow-smolagents-7	+0.000977	cum=0.866714
2026-10-14 23:47:54 inbox_triage-vercel_ai-10	+0.001256	cum=0.86797
2026-10-14 23:47:55 inbox_triage-haystack-7	+0.000718	cum=0.868688
2026-10-14 23:47:55 inbox_triage-openai_agents-6	+0.000718	cum=0.869406
2026-10-14 23:47:55 inbox_triage-raw-9	+0.000718	cum=0.870124
2026-10-14 23:47:55 invoice_extract-mastra-8	+0.000449	cum=0.870573
2026-10-14 23:47:56 invoice_extract-raw-10	+0.000449	cum=0.871022
2026-10-14 23:47:56 cashflow-raw-8	+0.001043	cum=0.872065
2026-10-14 23:47:56 cashflow-vercel_ai-9	+0.001038	cum=0.873103
2026-10-14 23:47:56 inbox_triage-ag2-8	+0.000718	cum=0.873821
2026-10-14 23:47:56 inbox_triage-mastra-8	+0.000718	cum=0.874539
2026-10-14 23:47:56 inbox_triage-smolagents-8	+0.001272	cum=0.875811
2026-10-14 23:47:56 invoice_extract-smolagents-8	+0.000598	cum=0.876409
2026-10-14 23:47:57 invoice_extract-agno-8	+0.000449	cum=0.876858
2026-10-14 23:47:57 invoice_extract-langgraph-7	+0.000449	cum=0.877307
2026-10-14 23:47:57 invoice_extract-raw_grok-4.7-5	+0.008256	cum=0.885563
2026-10-14 23:47:57 invoice_extract-pydantic_ai-7	+0.000449	cum=0.886012
2026-10-14 23:47:57 cashflow-strands-6	+0.001043	cum=0.887055
2026-10-14 23:47:57 inbox_triage-raw_grok-4.7-5	+0.007928	cum=0.894983
2026-10-14 23:47:58 inbox_triage-dspy-6	+0.003915	cum=0.898898
2026-10-14 23:47:58 cashflow-agno-7	+0.00104	cum=0.899938
2026-10-14 23:47:58 inbox_triage-agno-8	+0.000718	cum=0.900656
2026-10-14 23:47:58 invoice_extract-ag2-9	+0.000449	cum=0.901105
2026-10-14 23:47:59 cashflow-openai_agents-6	+0.001183	cum=0.902288
2026-10-14 23:47:59 invoice_extract-haystack-8	+0.000449	cum=0.902737
2026-10-14 23:47:59 cashflow-haystack-7	+0.001038	cum=0.903775
2026-10-14 23:48:00 inbox_triage-pydantic_ai-7	+0.000718	cum=0.904493
2026-10-14 23:48:00 inbox_triage-raw-10	+0.001256	cum=0.905749
2026-10-14 23:48:00 inbox_triage-langgraph-7	+0.001256	cum=0.907005
2026-10-14 23:48:00 invoice_extract-raw_grok-4.3-6	+0.002527	cum=0.909532
2026-10-14 23:48:01 cashflow-ag2-8	+0.001043	cum=0.910575
2026-10-14 23:48:01 inbox_triage-strands-7	+0.000718	cum=0.911293
2026-10-14 23:48:01 invoice_extract-strands-7	+0	cum=0.911293
2026-10-14 23:48:01 invoice_extract-mastra-9	+0.000852	cum=0.912145
2026-10-14 23:48:01 cashflow-vercel_ai-10	+0.001038	cum=0.913183
2026-10-14 23:48:01 inbox_triage-raw_grok-build-0.1-5	+0.005271	cum=0.918454
2026-10-14 23:48:01 invoice_extract-openai_agents-7	+0.000449	cum=0.918903
2026-10-14 23:48:02 cashflow-mastra-8	+0.001043	cum=0.919946
2026-10-14 23:48:02 cashflow-raw-9	+0.001038	cum=0.920984
2026-10-14 23:48:02 invoice_extract-smolagents-9	+0.000598	cum=0.921582
2026-10-14 23:48:02 cashflow-smolagents-8	+0.000977	cum=0.922559
2026-10-14 23:48:02 inbox_triage-mastra-9	+0.000718	cum=0.923277
2026-10-14 23:48:02 inbox_triage-ag2-9	+0.000718	cum=0.923995
2026-10-14 23:48:02 inbox_triage-haystack-8	+0.000718	cum=0.924713
2026-10-14 23:48:02 cashflow-langgraph-7	+0.001038	cum=0.925751
2026-10-14 23:48:03 inbox_triage-smolagents-9	+0.000735	cum=0.926486
2026-10-14 23:48:03 invoice_extract-dspy-6	+0.004982	cum=0.931468
2026-10-14 23:48:03 invoice_extract-agno-9	+0.000449	cum=0.931917
2026-10-14 23:48:03 inbox_triage-raw_grok-4.3-6	+0.002526	cum=0.934443
2026-10-14 23:48:03 invoice_extract-ag2-10	+0.000449	cum=0.934892
2026-10-14 23:48:04 cashflow-pydantic_ai-7	+0.001045	cum=0.935937
2026-10-14 23:48:04 inbox_triage-openai_agents-7	+0.000718	cum=0.936655
2026-10-14 23:48:04 invoice_extract-langgraph-8	+0.000449	cum=0.937104
2026-10-14 23:48:04 inbox_triage-agno-9	+0.000718	cum=0.937822
2026-10-14 23:48:05 invoice_extract-raw_grok-build-0.1-5	+0.005094	cum=0.942916
2026-10-14 23:48:05 cashflow-raw_grok-4.3-5	+0.003734	cum=0.94665
2026-10-14 23:48:05 invoice_extract-pydantic_ai-8	+0.000449	cum=0.947099
2026-10-14 23:48:05 invoice_extract-haystack-9	+0.000449	cum=0.947548
2026-10-14 23:48:06 cashflow-raw_grok-4.7-4	+0.028222	cum=0.97577
2026-10-14 23:48:06 cashflow-raw_grok-build-0.1-4	+0.011773	cum=0.987543
2026-10-14 23:48:06 cashflow-agno-8	+0.001038	cum=0.988581
2026-10-14 23:48:06 cashflow-haystack-8	+0.001043	cum=0.989624
2026-10-14 23:48:06 invoice_extract-mastra-10	+0.000449	cum=0.990073
2026-10-14 23:48:07 inbox_triage-llamaindex-6	+0.000718	cum=0.990791
2026-10-14 23:48:07 invoice_extract-llamaindex-6	+0.000449	cum=0.99124
2026-10-14 23:48:07 inbox_triage-raw_grok-4.20-0309-reasoning-5	+0.004791	cum=0.996031
2026-10-14 23:48:07 cashflow-raw-10	+0.001043	cum=0.997074
2026-10-14 23:48:07 inbox_triage-langgraph-8	+0.000718	cum=0.997792
2026-10-14 23:48:07 inbox_triage-mastra-10	+0.000718	cum=0.99851
2026-10-14 23:48:07 invoice_extract-smolagents-10	+0.001942	cum=1.000452
2026-10-14 23:48:08 cashflow-llamaindex-6	+0.00104	cum=1.001492
2026-10-14 23:48:08 inbox_triage-pydantic_ai-8	+0.000718	cum=1.00221
2026-10-14 23:48:08 inbox_triage-smolagents-10	+0.000735	cum=1.002945
2026-10-14 23:48:08 cashflow-ag2-9	+0.001188	cum=1.004133
2026-10-14 23:48:08 invoice_extract-raw_grok-4.20-0309-reasoning-5	+0.005816	cum=1.009949
2026-10-14 23:48:08 cashflow-mastra-9	+0.001045	cum=1.010994
2026-10-14 23:48:09 cashflow-strands-7	+0	cum=1.010994
2026-10-14 23:48:09 cashflow-smolagents-9	+0.000977	cum=1.011971
2026-10-14 23:48:09 invoice_extract-agno-10	+0.000449	cum=1.01242
2026-10-14 23:48:09 inbox_triage-ag2-10	+0.000718	cum=1.013138
2026-10-14 23:48:09 cashflow-openai_agents-7	+0.001038	cum=1.014176
2026-10-14 23:48:09 inbox_triage-haystack-9	+0.000718	cum=1.014894
2026-10-14 23:48:09 inbox_triage-strands-8	+0.000718	cum=1.015612
2026-10-14 23:48:09 invoice_extract-openai_agents-8	+0.000449	cum=1.016061
2026-10-14 23:48:10 inbox_triage-agno-10	+0.000718	cum=1.016779
2026-10-14 23:48:10 invoice_extract-strands-8	+0.000449	cum=1.017228
2026-10-14 23:48:10 inbox_triage-dspy-7	+0.003937	cum=1.021165
2026-10-14 23:48:10 inbox_triage-crewai-4	+0.001338	cum=1.022503
2026-10-14 23:48:11 invoice_extract-langgraph-9	+0.000449	cum=1.022952
2026-10-14 23:48:11 invoice_extract-haystack-10	+0.000449	cum=1.023401
2026-10-14 23:48:11 invoice_extract-crewai-4	+0.000397	cum=1.023798
2026-10-14 23:48:11 cashflow-crewai-4	+0.000991	cum=1.024789
2026-10-14 23:48:11 invoice_extract-pydantic_ai-9	+0.000449	cum=1.025238
2026-10-14 23:48:11 cashflow-langgraph-8	+0.001038	cum=1.026276
2026-10-14 23:48:12 inbox_triage-openai_agents-8	+0.000718	cum=1.026994
2026-10-14 23:48:12 cashflow-pydantic_ai-8	+0.001038	cum=1.028032
2026-10-14 23:48:12 invoice_extract-raw_grok-4.3-7	+0.002151	cum=1.030183
2026-10-14 23:48:12 invoice_extract-google_adk-5	+0.000465	cum=1.030648
2026-10-14 23:48:13 inbox_triage-raw_grok-4.7-6	+0.008408	cum=1.039056
2026-10-14 23:48:13 cashflow-agno-9	+0.001038	cum=1.040094
2026-10-14 23:48:13 cashflow-haystack-9	+0.001038	cum=1.041132
2026-10-14 23:48:13 inbox_triage-google_adk-5	+0.0006	cum=1.041732
2026-10-14 23:48:14 inbox_triage-langgraph-9	+0.000718	cum=1.04245
2026-10-14 23:48:14 cashflow-raw_grok-4.20-0309-reasoning-4	+0.013666	cum=1.056116
2026-10-14 23:48:14 inbox_triage-pydantic_ai-9	+0.000718	cum=1.056834
2026-10-14 23:48:15 inbox_triage-haystack-10	+0.000718	cum=1.057552
2026-10-14 23:48:15 cashflow-mastra-10	+0.00104	cum=1.058592
2026-10-14 23:48:15 cashflow-smolagents-10	+0.000977	cum=1.059569
2026-10-14 23:48:15 cashflow-ag2-10	+0.001038	cum=1.060607
2026-10-14 23:48:15 invoice_extract-dspy-7	+0.004532	cum=1.065139
2026-10-14 23:48:16 invoice_extract-langgraph-10	+0.000449	cum=1.065588
2026-10-14 23:48:16 invoice_extract-pydantic_ai-10	+0.000449	cum=1.066037
2026-10-14 23:48:16 invoice_extract-openai_agents-9	+0.000449	cum=1.066486
2026-10-14 23:48:16 inbox_triage-strands-9	+0.000718	cum=1.067204
2026-10-14 23:48:16 invoice_extract-strands-9	+0.000449	cum=1.067653
2026-10-14 23:48:16 cashflow-google_adk-5	+0.00092	cum=1.068573
2026-10-14 23:48:17 cashflow-strands-8	+0.001038	cum=1.069611
2026-10-14 23:48:17 invoice_extract-llamaindex-7	+0.000449	cum=1.07006
2026-10-14 23:48:17 cashflow-openai_agents-8	+0.00104	cum=1.0711
2026-10-14 23:48:17 inbox_triage-llamaindex-7	+0.000718	cum=1.071818
2026-10-14 23:48:17 inbox_triage-openai_agents-9	+0.000718	cum=1.072536
2026-10-14 23:48:18 inbox_triage-raw_grok-4.3-7	+0.003151	cum=1.075687
2026-10-14 23:48:18 cashflow-agno-10	+0.001038	cum=1.076725
2026-10-14 23:48:18 cashflow-llamaindex-7	+0.001043	cum=1.077768
2026-10-14 23:48:19 inbox_triage-langgraph-10	+0.000718	cum=1.078486
2026-10-14 23:48:19 cashflow-langgraph-9	+0.001188	cum=1.079674
2026-10-14 23:48:19 cashflow-pydantic_ai-9	+0.001043	cum=1.080717
2026-10-14 23:48:19 inbox_triage-dspy-8	+0.003633	cum=1.08435
2026-10-14 23:48:19 inbox_triage-pydantic_ai-10	+0.000718	cum=1.085068
2026-10-14 23:48:19 cashflow-haystack-10	+0.001043	cum=1.086111
2026-10-14 23:48:20 invoice_extract-raw_grok-4.7-6	+0.013818	cum=1.099929
2026-10-14 23:48:20 invoice_extract-openai_agents-10	+0.000449	cum=1.100378
2026-10-14 23:48:20 inbox_triage-strands-10	+0.000718	cum=1.101096
2026-10-14 23:48:21 invoice_extract-strands-10	+0.000449	cum=1.101545
2026-10-14 23:48:21 inbox_triage-raw_grok-build-0.1-6	+0.004883	cum=1.106428
2026-10-14 23:48:22 invoice_extract-raw_grok-4.3-8	+0.002044	cum=1.108472
2026-10-14 23:48:22 cashflow-raw_grok-4.3-6	+0.004451	cum=1.112923
2026-10-14 23:48:22 cashflow-strands-9	+0.001043	cum=1.113966
2026-10-14 23:48:22 inbox_triage-openai_agents-10	+0.000718	cum=1.114684
2026-10-14 23:48:22 invoice_extract-llamaindex-8	+0.000449	cum=1.115133
2026-10-14 23:48:22 cashflow-openai_agents-9	+0.001038	cum=1.116171
2026-10-14 23:48:23 inbox_triage-llamaindex-8	+0.000718	cum=1.116889
2026-10-14 23:48:23 inbox_triage-google_adk-6	+0.0006	cum=1.117489
2026-10-14 23:48:23 invoice_extract-google_adk-6	+0.000465	cum=1.117954
2026-10-14 23:48:23 cashflow-langgraph-10	+0.001038	cum=1.118992
2026-10-14 23:48:23 cashflow-pydantic_ai-10	+0.001038	cum=1.12003
2026-10-14 23:48:24 cashflow-dspy-4	+0.019855	cum=1.139885
2026-10-14 23:48:24 cashflow-llamaindex-8	+0	cum=1.139885
2026-10-14 23:48:25 invoice_extract-dspy-8	+0.004069	cum=1.143954
2026-10-14 23:48:26 inbox_triage-raw_grok-4.7-7	+0.00743	cum=1.151384
2026-10-14 23:48:26 cashflow-strands-10	+0.001043	cum=1.152427
2026-10-14 23:48:26 cashflow-google_adk-6	+0.001599	cum=1.154026
2026-10-14 23:48:26 invoice_extract-llamaindex-9	+0.000449	cum=1.154475
2026-10-14 23:48:27 cashflow-openai_agents-10	+0.001043	cum=1.155518
2026-10-14 23:48:27 invoice_extract-raw_grok-4.20-0309-reasoning-6	+0.005489	cum=1.161007
2026-10-14 23:48:27 inbox_triage-llamaindex-9	+0.000718	cum=1.161725
2026-10-14 23:48:27 inbox_triage-dspy-9	+0.002634	cum=1.164359
2026-10-14 23:48:28 invoice_extract-raw_grok-build-0.1-6	+0.005968	cum=1.170327
2026-10-14 23:48:28 inbox_triage-raw_grok-4.3-8	+0.002528	cum=1.172855
2026-10-14 23:48:30 invoice_extract-google_adk-7	+0.000465	cum=1.17332
2026-10-14 23:48:30 invoice_extract-raw_grok-4.3-9	+0.002141	cum=1.175461
2026-10-14 23:48:31 invoice_extract-llamaindex-10	+0.000449	cum=1.17591
2026-10-14 23:48:31 inbox_triage-google_adk-7	+0.001272	cum=1.177182
2026-10-14 23:48:31 cashflow-llamaindex-9	+0.001043	cum=1.178225
2026-10-14 23:48:32 inbox_triage-llamaindex-10	+0.000718	cum=1.178943
2026-10-14 23:48:35 cashflow-google_adk-7	+0.000925	cum=1.179868
2026-10-14 23:48:35 invoice_extract-dspy-9	+0.004639	cum=1.184507
2026-10-14 23:48:35 inbox_triage-raw_grok-4.3-9	+0.001529	cum=1.186036
2026-10-14 23:48:35 inbox_triage-dspy-10	+0.002912	cum=1.188948
2026-10-14 23:48:37 cashflow-llamaindex-10	+0.00104	cum=1.189988
2026-10-14 23:48:37 inbox_triage-raw_grok-build-0.1-7	+0.004351	cum=1.194339
2026-10-14 23:48:38 invoice_extract-google_adk-8	+0.000465	cum=1.194804
2026-10-14 23:48:38 invoice_extract-raw_grok-4.7-7	+0.012612	cum=1.207416
2026-10-14 23:48:38 inbox_triage-google_adk-8	+0.0006	cum=1.208016
2026-10-14 23:48:39 invoice_extract-raw_grok-4.3-10	+0.002089	cum=1.210105
2026-10-14 23:48:39 inbox_triage-raw_grok-4.7-8	+0.007994	cum=1.218099
2026-10-14 23:48:39 inbox_triage-raw_grok-4.20-0309-reasoning-6	+0.008396	cum=1.226495
2026-10-14 23:48:40 cashflow-raw_grok-4.7-5	+0.02701	cum=1.253505
2026-10-14 23:48:42 invoice_extract-raw_grok-4.20-0309-reasoning-7	+0.005226	cum=1.258731
2026-10-14 23:48:42 cashflow-raw_grok-4.3-7	+0.004339	cum=1.26307
2026-10-14 23:48:43 cashflow-google_adk-8	+0.000922	cum=1.263992
2026-10-14 23:48:44 inbox_triage-raw_grok-4.3-10	+0.001896	cum=1.265888
2026-10-14 23:48:45 invoice_extract-dspy-10	+0.005019	cum=1.270907
2026-10-14 23:48:45 invoice_extract-google_adk-9	+0.000868	cum=1.271775
2026-10-14 23:48:45 inbox_triage-google_adk-9	+0.0006	cum=1.272375
2026-10-14 23:48:46 invoice_extract-raw_grok-build-0.1-7	+0.004824	cum=1.277199
2026-10-14 23:48:49 inbox_triage-crewai-5	+0.000666	cum=1.277865
2026-10-14 23:48:49 invoice_extract-crewai-5	+0.000934	cum=1.278799
2026-10-14 23:48:50 cashflow-crewai-5	+0.000996	cum=1.279795
2026-10-14 23:48:52 cashflow-google_adk-9	+0.000925	cum=1.28072
2026-10-14 23:48:52 invoice_extract-google_adk-10	+0.000465	cum=1.281185
2026-10-14 23:48:52 cashflow-raw_grok-build-0.1-5	+0.012431	cum=1.293616
2026-10-14 23:48:53 inbox_triage-raw_grok-4.20-0309-reasoning-7	+0.004523	cum=1.298139
2026-10-14 23:48:53 inbox_triage-google_adk-10	+0.0006	cum=1.298739
2026-10-14 23:48:55 invoice_extract-raw_grok-4.7-8	+0.011034	cum=1.309773
2026-10-14 23:48:57 invoice_extract-raw_grok-4.20-0309-reasoning-8	+0.004656	cum=1.314429
2026-10-14 23:48:57 inbox_triage-raw_grok-build-0.1-8	+0.005141	cum=1.31957
2026-10-14 23:48:57 inbox_triage-raw_grok-4.7-9	+0.011378	cum=1.330948
2026-10-14 23:48:58 cashflow-raw_grok-4.20-0309-reasoning-5	+0.012733	cum=1.343681
2026-10-14 23:49:00 cashflow-raw_grok-4.3-8	+0.004051	cum=1.347732
2026-10-14 23:49:00 cashflow-dspy-5	+0.01716	cum=1.364892
2026-10-14 23:49:01 cashflow-google_adk-10	+0.00107	cum=1.365962
2026-10-14 23:49:05 invoice_extract-raw_grok-build-0.1-8	+0.005006	cum=1.370968
2026-10-14 23:49:09 invoice_extract-raw_grok-4.20-0309-reasoning-9	+0.003979	cum=1.374947
2026-10-14 23:49:10 inbox_triage-raw_grok-4.7-10	+0.008204	cum=1.383151
2026-10-14 23:49:10 cashflow-raw_grok-4.7-6	+0.026038	cum=1.409189
2026-10-14 23:49:13 invoice_extract-raw_grok-4.7-9	+0.012276	cum=1.421465
2026-10-14 23:49:13 inbox_triage-raw_grok-4.20-0309-reasoning-8	+0.006948	cum=1.428413
2026-10-14 23:49:14 cashflow-raw_grok-4.3-9	+0.004341	cum=1.432754
2026-10-14 23:49:16 inbox_triage-raw_grok-build-0.1-9	+0.004443	cum=1.437197
2026-10-14 23:49:20 invoice_extract-raw_grok-4.20-0309-reasoning-10	+0.003851	cum=1.441048
2026-10-14 23:49:24 invoice_extract-crewai-6	+0.000397	cum=1.441445
2026-10-14 23:49:24 inbox_triage-crewai-6	+0.001338	cum=1.442783
2026-10-14 23:49:27 cashflow-crewai-6	+0.000991	cum=1.443774
2026-10-14 23:49:28 cashflow-raw_grok-build-0.1-6	+0.009157	cum=1.452931
2026-10-14 23:49:29 invoice_extract-raw_grok-4.7-10	+0.009306	cum=1.462237
2026-10-14 23:49:29 invoice_extract-raw_grok-build-0.1-9	+0.00532	cum=1.467557
2026-10-14 23:49:29 cashflow-raw_grok-4.3-10	+0.003896	cum=1.471453
2026-10-14 23:49:33 inbox_triage-raw_grok-4.20-0309-reasoning-9	+0.006411	cum=1.477864
2026-10-14 23:49:37 inbox_triage-raw_grok-build-0.1-10	+0.005049	cum=1.482913
2026-10-14 23:49:41 cashflow-raw_grok-4.20-0309-reasoning-6	+0.014981	cum=1.497894
2026-10-14 23:49:49 cashflow-raw_grok-4.7-7	+0.028432	cum=1.526326
2026-10-14 23:49:49 invoice_extract-raw_grok-build-0.1-10	+0.005212	cum=1.531538
2026-10-14 23:49:53 inbox_triage-raw_grok-4.20-0309-reasoning-10	+0.007171	cum=1.538709
2026-10-14 23:49:59 invoice_extract-crewai-7	+0.000397	cum=1.539106
2026-10-14 23:50:00 inbox_triage-crewai-7	+0.000666	cum=1.539772
2026-10-14 23:50:02 cashflow-raw_grok-build-0.1-7	+0.010713	cum=1.550485
2026-10-14 23:50:03 cashflow-crewai-7	+0.000991	cum=1.551476
2026-10-14 23:50:15 cashflow-dspy-6	+0.027546	cum=1.579022
2026-10-14 23:50:22 cashflow-raw_grok-4.7-8	+0.026518	cum=1.60554
2026-10-14 23:50:33 cashflow-raw_grok-4.20-0309-reasoning-7	+0.017875	cum=1.623415
2026-10-14 23:50:34 invoice_extract-crewai-8	+0.000397	cum=1.623812
2026-10-14 23:50:35 cashflow-raw_grok-build-0.1-8	+0.009659	cum=1.633471
2026-10-14 23:50:35 inbox_triage-crewai-8	+0.000666	cum=1.634137
2026-10-14 23:50:39 cashflow-crewai-8	+0.000994	cum=1.635131
2026-10-14 23:50:52 cashflow-raw_grok-4.7-9	+0.024412	cum=1.659543
2026-10-14 23:51:09 invoice_extract-crewai-9	+0.000397	cum=1.65994
2026-10-14 23:51:09 cashflow-dspy-7	+0.026178	cum=1.686118
2026-10-14 23:51:10 inbox_triage-crewai-9	+0.000666	cum=1.686784
2026-10-14 23:51:14 cashflow-raw_grok-build-0.1-9	+0.011805	cum=1.698589
2026-10-14 23:51:15 cashflow-crewai-9	+0.000991	cum=1.69958
2026-10-14 23:51:27 cashflow-raw_grok-4.7-10	+0.027142	cum=1.726722
2026-10-14 23:51:30 cashflow-raw_grok-4.20-0309-reasoning-8	+0.016531	cum=1.743253
2026-10-14 23:51:42 cashflow-raw_grok-build-0.1-10	+0.009173	cum=1.752426
2026-10-14 23:51:44 invoice_extract-crewai-10	+0.000934	cum=1.75336
2026-10-14 23:51:45 inbox_triage-crewai-10	+0.000666	cum=1.754026
2026-10-14 23:51:52 cashflow-crewai-10	+0.000991	cum=1.755017
2026-10-14 23:52:00 cashflow-dspy-8	+0.026439	cum=1.781456
2026-10-14 23:52:12 cashflow-raw_grok-4.20-0309-reasoning-9	+0.014988	cum=1.796444
2026-10-14 23:52:44 cashflow-dspy-9	+0.022024	cum=1.818468
2026-10-14 23:53:09 cashflow-raw_grok-4.20-0309-reasoning-10	+0.01611	cum=1.834578
2026-10-14 23:53:19 cashflow-dspy-10	+0.018784	cum=1.853362
2026-10-14 23:54:25 calc_cashflow-smolagents-1	+0.017841	cum=1.871203
2026-10-14 23:54:31 calc_cashflow-openai_agents-1	+0.028727	cum=1.89993
2026-10-14 23:54:46 calc_cashflow-langgraph-1	+0.032805	cum=1.932735
2026-10-14 23:54:52 calc_cashflow-pydantic_ai-1	+0.04219	cum=1.974925
2026-10-14 23:55:31 calc_cashflow-strands-1	+0.103182	cum=2.078107
2026-10-15 00:01:29 calc_cashflow-agno-1 (killed by us after ~7 min / 327 requests; wrapper wrote no entry, added from usage.jsonl)	+1.592166	cum=3.670273