2026-09-24T12:37:15.273333 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:37:15.317352 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:37:15.371253 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:37:15.429803 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:37:15.473254 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:37:15.520931 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:37:15.569391 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:37:15.622683 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:37:15.671313 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:37:15.716055 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:37:15.753902 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:37:15.802985 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-24T12:37:15.850225 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['SPY', 'QQQ', 'IWM', 'TLT', 'IEF', 'TIP', 'GLD', 'DBC', 'VNQ', 'UUP', 'FXI', 'EEM', 'SHV']
min_positions3
agent_max_model_calls96
agent_growth_agent_modelopenai/gpt-6-luna
agent_inflation_agent_modelopenai/gpt-6-luna
agent_debt_liquidity_agent_modelopenai/gpt-6-luna
agent_thoughtful_disagreement_modelopenai/gpt-6-luna
agent_trader_modelopenai/gpt-6-luna
agent_model_calls45
agent_growth_agent_calls9
agent_growth_agent_cache_hits0
agent_growth_agent_tool_calls61
agent_growth_agent_input_tokens773869
agent_growth_agent_output_tokens20449
agent_growth_agent_total_tokens794318
agent_growth_agent_thinking_tokens11064
agent_growth_agent_cached_input_tokens676029
agent_growth_agent_cache_write_input_tokens0
agent_growth_agent_uncached_input_tokens97840
agent_growth_agent_tool_use_input_tokens0
agent_growth_agent_latency_ms_total370364
agent_growth_agent_latency_ms_avg41151.56
agent_growth_agent_first_event_latency_ms_avg4124.56
agent_growth_agent_detail_parquetlogs/ray-dalio-luna_2026-09-24_12-01_LsKUBq_agent_detail.parquet
agent_inflation_agent_calls9
agent_inflation_agent_cache_hits0
agent_inflation_agent_tool_calls55
agent_inflation_agent_input_tokens779393
agent_inflation_agent_output_tokens21582
agent_inflation_agent_total_tokens800975
agent_inflation_agent_thinking_tokens12033
agent_inflation_agent_cached_input_tokens672700
agent_inflation_agent_cache_write_input_tokens0
agent_inflation_agent_uncached_input_tokens106693
agent_inflation_agent_tool_use_input_tokens0
agent_inflation_agent_latency_ms_total314023
agent_inflation_agent_latency_ms_avg34891.44
agent_inflation_agent_first_event_latency_ms_avg3804.56
agent_inflation_agent_detail_parquetlogs/ray-dalio-luna_2026-09-24_12-01_LsKUBq_agent_detail.parquet
agent_debt_liquidity_agent_calls9
agent_debt_liquidity_agent_cache_hits0
agent_debt_liquidity_agent_tool_calls58
agent_debt_liquidity_agent_input_tokens854597
agent_debt_liquidity_agent_output_tokens26168
agent_debt_liquidity_agent_total_tokens880765
agent_debt_liquidity_agent_thinking_tokens12392
agent_debt_liquidity_agent_cached_input_tokens744624
agent_debt_liquidity_agent_cache_write_input_tokens0
agent_debt_liquidity_agent_uncached_input_tokens109973
agent_debt_liquidity_agent_tool_use_input_tokens0
agent_debt_liquidity_agent_latency_ms_total356588
agent_debt_liquidity_agent_latency_ms_avg39620.89
agent_debt_liquidity_agent_first_event_latency_ms_avg3230.78
agent_debt_liquidity_agent_detail_parquetlogs/ray-dalio-luna_2026-09-24_12-01_LsKUBq_agent_detail.parquet
agent_thoughtful_disagreement_calls9
agent_thoughtful_disagreement_cache_hits0
agent_thoughtful_disagreement_tool_calls46
agent_thoughtful_disagreement_input_tokens1010041
agent_thoughtful_disagreement_output_tokens39849
agent_thoughtful_disagreement_total_tokens1049890
agent_thoughtful_disagreement_thinking_tokens25906
agent_thoughtful_disagreement_cached_input_tokens898832
agent_thoughtful_disagreement_cache_write_input_tokens0
agent_thoughtful_disagreement_uncached_input_tokens111209
agent_thoughtful_disagreement_tool_use_input_tokens0
agent_thoughtful_disagreement_latency_ms_total541766
agent_thoughtful_disagreement_latency_ms_avg60196.22
agent_thoughtful_disagreement_first_event_latency_ms_avg6642.11
agent_thoughtful_disagreement_detail_parquetlogs/ray-dalio-luna_2026-09-24_12-01_LsKUBq_agent_detail.parquet
agent_trader_calls9
agent_trader_cache_hits0
agent_trader_tool_calls139
agent_trader_input_tokens2044850
agent_trader_output_tokens29212
agent_trader_total_tokens2074062
agent_trader_thinking_tokens18701
agent_trader_cached_input_tokens1902102
agent_trader_cache_write_input_tokens0
agent_trader_uncached_input_tokens142748
agent_trader_tool_use_input_tokens0
agent_trader_latency_ms_total526595
agent_trader_latency_ms_avg58510.56
agent_trader_first_event_latency_ms_avg4221.44
agent_trader_detail_parquetlogs/ray-dalio-luna_2026-09-24_12-01_LsKUBq_agent_detail.parquet
BACKTESTING_DATA_SOURCEyahoo