2026-09-24T12:52:15.487779 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:52:15.527668 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:52:15.566981 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:52:15.621137 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:52:15.661631 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:52:15.707315 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:52:15.755402 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:52:15.808210 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:52:15.960554 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:52:16.002029 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:52:16.037396 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:52:16.082880 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:52:16.126566 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
Disclaimer: This report is for informational purposes only and should not be considered as investment advice. Past performance is not indicative of future results.

Parameters Used

ParameterValue
universe['XLK', 'XLF', 'XLV', 'XLE', 'XLY', 'XLI', 'XLP', 'XLU', 'XLB', 'XLRE', 'XLC', 'SHV']
min_positions3
agent_max_model_calls120
agent_technology_pod_modelopenai/gpt-6-luna
agent_financials_pod_modelopenai/gpt-6-luna
agent_healthcare_pod_modelopenai/gpt-6-luna
agent_energy_pod_modelopenai/gpt-6-luna
agent_consumer_pod_modelopenai/gpt-6-luna
agent_risk_manager_modelopenai/gpt-6-luna
agent_portfolio_manager_modelopenai/gpt-6-luna
agent_model_calls63
agent_technology_pod_calls9
agent_technology_pod_cache_hits0
agent_technology_pod_tool_calls55
agent_technology_pod_input_tokens751396
agent_technology_pod_output_tokens18956
agent_technology_pod_total_tokens770352
agent_technology_pod_thinking_tokens12291
agent_technology_pod_cached_input_tokens666005
agent_technology_pod_cache_write_input_tokens0
agent_technology_pod_uncached_input_tokens85391
agent_technology_pod_tool_use_input_tokens0
agent_technology_pod_latency_ms_total310167
agent_technology_pod_latency_ms_avg34463.0
agent_technology_pod_first_event_latency_ms_avg4497.44
agent_technology_pod_detail_parquetlogs/citadel-luna_2026-09-24_12-01_Y9abv8_agent_detail.parquet
agent_financials_pod_calls9
agent_financials_pod_cache_hits0
agent_financials_pod_tool_calls62
agent_financials_pod_input_tokens958990
agent_financials_pod_output_tokens17851
agent_financials_pod_total_tokens976841
agent_financials_pod_thinking_tokens10443
agent_financials_pod_cached_input_tokens856363
agent_financials_pod_cache_write_input_tokens0
agent_financials_pod_uncached_input_tokens102627
agent_financials_pod_tool_use_input_tokens0
agent_financials_pod_latency_ms_total309716
agent_financials_pod_latency_ms_avg34412.89
agent_financials_pod_first_event_latency_ms_avg3638.22
agent_financials_pod_detail_parquetlogs/citadel-luna_2026-09-24_12-01_Y9abv8_agent_detail.parquet
agent_healthcare_pod_calls9
agent_healthcare_pod_cache_hits0
agent_healthcare_pod_tool_calls58
agent_healthcare_pod_input_tokens816253
agent_healthcare_pod_output_tokens21991
agent_healthcare_pod_total_tokens838244
agent_healthcare_pod_thinking_tokens12586
agent_healthcare_pod_cached_input_tokens709783
agent_healthcare_pod_cache_write_input_tokens0
agent_healthcare_pod_uncached_input_tokens106470
agent_healthcare_pod_tool_use_input_tokens0
agent_healthcare_pod_latency_ms_total352340
agent_healthcare_pod_latency_ms_avg39148.89
agent_healthcare_pod_first_event_latency_ms_avg3334.22
agent_healthcare_pod_detail_parquetlogs/citadel-luna_2026-09-24_12-01_Y9abv8_agent_detail.parquet
agent_energy_pod_calls9
agent_energy_pod_cache_hits0
agent_energy_pod_tool_calls55
agent_energy_pod_input_tokens845464
agent_energy_pod_output_tokens19965
agent_energy_pod_total_tokens865429
agent_energy_pod_thinking_tokens12458
agent_energy_pod_cached_input_tokens738455
agent_energy_pod_cache_write_input_tokens0
agent_energy_pod_uncached_input_tokens107009
agent_energy_pod_tool_use_input_tokens0
agent_energy_pod_latency_ms_total271901
agent_energy_pod_latency_ms_avg30211.22
agent_energy_pod_first_event_latency_ms_avg3810.33
agent_energy_pod_detail_parquetlogs/citadel-luna_2026-09-24_12-01_Y9abv8_agent_detail.parquet
agent_consumer_pod_calls9
agent_consumer_pod_cache_hits0
agent_consumer_pod_tool_calls59
agent_consumer_pod_input_tokens808942
agent_consumer_pod_output_tokens20735
agent_consumer_pod_total_tokens829677
agent_consumer_pod_thinking_tokens10982
agent_consumer_pod_cached_input_tokens705266
agent_consumer_pod_cache_write_input_tokens0
agent_consumer_pod_uncached_input_tokens103676
agent_consumer_pod_tool_use_input_tokens0
agent_consumer_pod_latency_ms_total290230
agent_consumer_pod_latency_ms_avg32247.78
agent_consumer_pod_first_event_latency_ms_avg3547.78
agent_consumer_pod_detail_parquetlogs/citadel-luna_2026-09-24_12-01_Y9abv8_agent_detail.parquet
agent_risk_manager_calls9
agent_risk_manager_cache_hits0
agent_risk_manager_tool_calls15
agent_risk_manager_input_tokens415306
agent_risk_manager_output_tokens26683
agent_risk_manager_total_tokens441989
agent_risk_manager_thinking_tokens17926
agent_risk_manager_cached_input_tokens315413
agent_risk_manager_cache_write_input_tokens0
agent_risk_manager_uncached_input_tokens99893
agent_risk_manager_tool_use_input_tokens0
agent_risk_manager_latency_ms_total356187
agent_risk_manager_latency_ms_avg39576.33
agent_risk_manager_first_event_latency_ms_avg5403.22
agent_risk_manager_detail_parquetlogs/citadel-luna_2026-09-24_12-01_Y9abv8_agent_detail.parquet
agent_portfolio_manager_calls9
agent_portfolio_manager_cache_hits0
agent_portfolio_manager_tool_calls307
agent_portfolio_manager_input_tokens4742682
agent_portfolio_manager_output_tokens73090
agent_portfolio_manager_total_tokens4815772
agent_portfolio_manager_thinking_tokens55413
agent_portfolio_manager_cached_input_tokens4535376
agent_portfolio_manager_cache_write_input_tokens0
agent_portfolio_manager_uncached_input_tokens207306
agent_portfolio_manager_tool_use_input_tokens0
agent_portfolio_manager_latency_ms_total1127300
agent_portfolio_manager_latency_ms_avg125255.56
agent_portfolio_manager_first_event_latency_ms_avg4791.89
agent_portfolio_manager_detail_parquetlogs/citadel-luna_2026-09-24_12-01_Y9abv8_agent_detail.parquet
BACKTESTING_DATA_SOURCEyahoo