2026-09-29T23:19:58.443939 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-29T23:19:58.490898 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-29T23:19:58.668691 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-29T23:19:58.729776 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-29T23:19:58.776783 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-29T23:19:58.825779 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-29T23:19:58.883507 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-29T23:19:58.944332 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-29T23:19:59.000486 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-29T23:19:59.051519 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-29T23:19:59.096250 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-29T23:19:59.150864 image/svg+xml Matplotlib v3.10.9, https://matplotlib.org/
2026-09-29T23:19:59.207438 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['AAPL', 'MSFT', 'NVDA', 'AMZN', 'META', 'GOOGL', 'TSLA', 'AVGO', 'COST', 'JPM', 'V', 'LLY', 'XOM']
agent_max_model_calls200
agent_researcher_modelopenai/gpt-6-luna
agent_bull_modelopenai/gpt-6-luna
agent_bear_modelopenai/gpt-6-luna
agent_trader_modelopenai/gpt-6-luna
agent_model_calls36
agent_researcher_calls9
agent_researcher_cache_hits0
agent_researcher_tool_calls55
agent_researcher_input_tokens826874
agent_researcher_output_tokens24824
agent_researcher_total_tokens851698
agent_researcher_thinking_tokens12069
agent_researcher_cached_input_tokens714612
agent_researcher_cache_write_input_tokens0
agent_researcher_uncached_input_tokens112262
agent_researcher_tool_use_input_tokens0
agent_researcher_latency_ms_total244378
agent_researcher_latency_ms_avg27153.11
agent_researcher_first_event_latency_ms_avg3801.22
agent_researcher_detail_parquetlogs/large-cap-plain_2026-09-29_22-55_DXopM0_agent_detail.parquet
agent_bull_calls9
agent_bull_cache_hits0
agent_bull_tool_calls67
agent_bull_input_tokens824569
agent_bull_output_tokens20035
agent_bull_total_tokens844604
agent_bull_thinking_tokens11108
agent_bull_cached_input_tokens714319
agent_bull_cache_write_input_tokens0
agent_bull_uncached_input_tokens110250
agent_bull_tool_use_input_tokens0
agent_bull_latency_ms_total214296
agent_bull_latency_ms_avg23810.67
agent_bull_first_event_latency_ms_avg3593.89
agent_bull_detail_parquetlogs/large-cap-plain_2026-09-29_22-55_DXopM0_agent_detail.parquet
agent_bear_calls9
agent_bear_cache_hits0
agent_bear_tool_calls87
agent_bear_input_tokens911170
agent_bear_output_tokens33330
agent_bear_total_tokens944500
agent_bear_thinking_tokens17175
agent_bear_cached_input_tokens772479
agent_bear_cache_write_input_tokens0
agent_bear_uncached_input_tokens138691
agent_bear_tool_use_input_tokens0
agent_bear_latency_ms_total343691
agent_bear_latency_ms_avg38187.89
agent_bear_first_event_latency_ms_avg4197.78
agent_bear_detail_parquetlogs/large-cap-plain_2026-09-29_22-55_DXopM0_agent_detail.parquet
agent_trader_calls9
agent_trader_cache_hits0
agent_trader_tool_calls242
agent_trader_input_tokens3612756
agent_trader_output_tokens69886
agent_trader_total_tokens3682642
agent_trader_thinking_tokens53319
agent_trader_cached_input_tokens3428867
agent_trader_cache_write_input_tokens0
agent_trader_uncached_input_tokens183889
agent_trader_tool_use_input_tokens0
agent_trader_latency_ms_total850553
agent_trader_latency_ms_avg94505.89
agent_trader_first_event_latency_ms_avg3672.56
agent_trader_detail_parquetlogs/large-cap-plain_2026-09-29_22-55_DXopM0_agent_detail.parquet
BACKTESTING_DATA_SOURCEyahoo