Detailed Accuracy Comparison: historical_accuracy_summary vs one_trading_accuracy

1. Quarterly Accuracy Rates Comparison

Quarter	historical_accuracy_summary				one_trading_accuracy				Difference
	Total	Successful	Accuracy %	Proximity %	Total	Successful	Accuracy %	Proximity %	Accuracy Diff	Total Diff
2026_Q1	N/A				7,399	5,334	72.09%	76.49%	-	-
2025_Q4	9,794	7,680	78.42%	84.97%	40,710	33,622	82.59%	87.15%	+4.17%	+30,916 (+315.7%)
2025_Q3	3,378	2,619	77.53%	78.33%	29,424	24,242	82.39%	86.45%	+4.86%	+26,046 (+771%)
2025_Q2	50,403	41,697	82.73%	82.87%	32,642	27,150	83.18%	84.37%	+0.45%	-17,761 (-35.2%)
2025_Q1	37,224	31,098	83.54%	87.09%	24,036	20,212	84.09%	87.18%	+0.55%	-13,188 (-35.4%)
2024_Q4	37,344	30,039	80.44%	84.93%	24,282	19,546	80.50%	84.41%	+0.06%	-13,062 (-35%)
2024_Q3	35,619	28,266	79.36%	82.80%	23,054	18,340	79.55%	82.91%	+0.19%	-12,565 (-35.3%)
2024_Q2	33,036	26,244	79.44%	84.15%	21,490	17,110	79.62%	84.79%	+0.18%	-11,546 (-34.9%)
2024_Q1	31,374	26,004	82.88%	87.65%	20,358	16,898	83.00%	87.58%	+0.12%	-11,016 (-35.1%)
2023_Q4	31,965	25,878	80.96%	84.44%	20,686	16,732	80.89%	84.62%	-0.07%	-11,279 (-35.3%)
2023_Q3	30,372	24,387	80.29%	85.89%	19,640	15,748	80.18%	85.26%	-0.11%	-10,732 (-35.3%)
2023_Q2	28,251	23,769	84.14%	88.20%	18,222	15,326	84.11%	88.12%	-0.03%	-10,029 (-35.5%)
2023_Q1	30,096	24,615	81.79%	84.75%	19,656	16,054	81.67%	84.79%	-0.12%	-10,440 (-34.7%)
2022_Q4	31,488	27,141	86.19%	87.64%	20,424	17,604	86.19%	87.42%	0.00%	-11,064 (-35.1%)
2022_Q3	35,292	29,586	83.83%	86.01%	22,904	19,202	83.84%	85.73%	+0.01%	-12,388 (-35.1%)
2022_Q2	36,804	30,609	83.17%	83.39%	23,892	19,868	83.16%	83.26%	-0.01%	-12,912 (-35.1%)
2022_Q1	34,239	29,151	85.14%	88.54%	22,208	18,882	85.02%	88.23%	-0.12%	-12,031 (-35.1%)
2021_Q4	31,563	26,091	82.66%	87.64%	20,408	16,834	82.49%	87.57%	-0.17%	-11,155 (-35.3%)
2021_Q3	32,235	26,115	81.01%	86.65%	20,796	16,834	80.95%	86.86%	-0.06%	-11,439 (-35.5%)
2021_Q2	26,775	21,684	80.99%	87.16%	17,392	14,062	80.85%	86.82%	-0.14%	-9,383 (-35%)
2021_Q1	29,127	24,321	83.50%	86.31%	18,938	15,818	83.53%	85.82%	+0.03%	-10,189 (-35%)
2020_Q4	28,149	23,748	84.37%	87.22%	18,408	15,504	84.22%	87.00%	-0.15%	-9,741 (-34.6%)
2020_Q3	29,637	25,044	84.50%	87.67%	19,386	16,380	84.49%	86.84%	-0.01%	-10,251 (-34.6%)
2020_Q2	34,653	29,568	85.33%	84.37%	22,668	19,332	85.28%	83.75%	-0.05%	-11,985 (-34.6%)
2020_Q1	32,850	26,133	79.55%	78.75%	21,540	17,122	79.49%	77.84%	-0.06%	-11,310 (-34.4%)
2019_Q4	24,375	18,822	77.22%	85.06%	15,854	12,238	77.19%	84.85%	-0.03%	-8,521 (-35%)
2019_Q3	29,904	24,342	81.40%	85.73%	19,572	15,930	81.39%	86.28%	-0.01%	-10,332 (-34.6%)
2019_Q2	20,553	16,380	79.70%	84.84%	13,486	10,748	79.70%	85.37%	0.00%	-7,067 (-34.4%)
2019_Q1	12,564	9,822	78.18%	85.27%	8,080	6,306	78.04%	85.45%	-0.14%	-4,484 (-35.7%)
2018_Q4	14,319	11,385	79.51%	83.44%	9,308	7,388	79.37%	85.02%	-0.14%	-5,011 (-35%)
2018_Q3	9,318	6,399	68.67%	76.60%	6,108	4,182	68.47%	77.86%	-0.20%	-3,210 (-34.4%)
2018_Q2	7,791	5,778	74.16%	82.34%	5,062	3,770	74.48%	82.98%	+0.32%	-2,729 (-35%)
2018_Q1	9,405	6,984	74.26%	83.50%	6,166	4,572	74.15%	83.03%	-0.11%	-3,239 (-34.4%)
2017_Q4	11,871	8,757	73.77%	84.03%	7,810	5,746	73.57%	84.42%	-0.20%	-4,061 (-34.2%)
2017_Q3	12,393	9,222	74.41%	83.42%	8,134	6,050	74.38%	83.61%	-0.03%	-4,259 (-34.4%)
2017_Q2	17,265	12,621	73.10%	82.07%	11,290	8,228	72.88%	82.39%	-0.22%	-5,975 (-34.6%)
2017_Q1	16,260	11,841	72.82%	83.07%	10,638	7,744	72.80%	83.08%	-0.02%	-5,622 (-34.6%)
2016_Q4	21,678	16,701	77.04%	84.80%	14,164	10,914	77.05%	84.58%	+0.01%	-7,514 (-34.7%)
2016_Q3	21,861	15,870	72.60%	83.02%	14,244	10,352	72.68%	82.69%	+0.08%	-7,617 (-34.8%)
2016_Q2	11,400	8,853	77.66%	83.82%	7,496	5,812	77.53%	82.82%	-0.13%	-3,904 (-34.2%)
2016_Q1	8,136	6,513	80.05%	84.04%	5,372	4,294	79.93%	83.37%	-0.12%	-2,764 (-34%)
2015_Q4	7,371	4,713	63.94%	76.20%	4,866	3,108	63.87%	75.36%	-0.07%	-2,505 (-34%)

Note: Green highlighting = one_trading_accuracy has better accuracy (+1% or more). Red highlighting = worse accuracy (-1% or more).

2. Algorithm Accuracy Rates Comparison (All Algorithms)

Algorithm	historical_accuracy_summary				one_trading_accuracy				Difference
	Total	Successful	Accuracy %	Proximity %	Total	Successful	Accuracy %	Proximity %	Accuracy Diff	Total Diff
A1	226	186	82.30%	80.70%	2,022	1,718	84.97%	89.15%	+2.67%	+1,796 (+794.7%)
A10	291,237	233,366	80.13%	83.40%	208,494	166,698	79.95%	83.33%	-0.18%	-82,743 (-28.4%)
A11	58,781	48,204	82.01%	87.53%	39,510	32,372	81.93%	86.70%	-0.08%	-19,271 (-32.8%)
A12	58,602	44,597	76.10%	86.46%	38,822	29,634	76.33%	84.35%	+0.23%	-19,780 (-33.8%)
A2	740	586	79.19%	87.19%	2,926	2,426	82.91%	89.30%	+3.72%	+2,186 (+295.4%)
A3	23,497	18,689	79.54%	85.44%	20,142	16,498	81.91%	86.79%	+2.37%	-3,355 (-14.3%)
A4	26,331	20,728	78.72%	85.49%	20,058	15,914	79.34%	85.76%	+0.62%	-6,273 (-23.8%)
A5	47,191	37,737	79.97%	84.35%	32,174	25,756	80.05%	85.03%	+0.08%	-15,017 (-31.8%)
A6	48,476	39,219	80.90%	86.03%	32,630	26,486	81.17%	86.45%	+0.27%	-15,846 (-32.7%)
A7	124,050	99,773	80.43%	84.20%	85,560	68,996	80.64%	84.95%	+0.21%	-38,490 (-31%)
A8	1,148	990	86.24%	88.33%	1,952	1,712	87.70%	90.77%	+1.46%	+804 (+70%)
A9	322,858	266,125	82.43%	85.83%	230,797	190,298	82.45%	85.95%	+0.02%	-92,061 (-28.5%)
all_buy	N/A				326	276	84.66%	88.51%	-	-
all_sell	N/A				446	400	89.69%	91.60%	-	-
ma_buy	N/A				294	250	85.03%	87.89%	-	-
ma_sell	N/A				304	260	85.53%	87.29%	-	-
mfi_buy	N/A				76	68	89.47%	93.00%	-	-
mfi_sell	N/A				24	4	16.67%	26.61%	-	-
roc_buy	N/A				386	334	86.53%	90.10%	-	-
roc_sell	N/A				232	206	88.79%	89.98%	-	-
rsi_buy	N/A				490	414	84.49%	86.60%	-	-
rsi_sell	N/A				536	408	76.12%	81.57%	-	-
stochastic_buy	N/A				12	10	83.33%	79.74%	-	-

Note: Green highlighting = one_trading_accuracy has better accuracy (+1% or more). Red highlighting = worse accuracy (-1% or more).

3. Overall Summary Statistics

Metric	historical_accuracy_summary	one_trading_accuracy	Difference	Difference %
Total Predictions	998,132	718,213	-279,919	-28.04%
Successful Predictions	806,490	581,138	-225,352	-27.94%
Accuracy Rate %	80.80%	80.91%	+0.11%	+0.11 pp
Avg Proximity %	85.01%	85.07%	+0.06%	+0.06 pp