{"id":4194,"date":"2024-12-21T23:59:45","date_gmt":"2024-12-21T22:59:45","guid":{"rendered":"https:\/\/allthemillions.com\/explanation\/"},"modified":"2025-01-29T22:55:04","modified_gmt":"2025-01-29T21:55:04","slug":"explanation","status":"publish","type":"page","link":"https:\/\/allthemillions.com\/en\/explanation\/","title":{"rendered":"Explanation"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"4194\" class=\"elementor elementor-4194 elementor-3939\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e13762 e-flex e-con-boxed e-con e-parent\" data-id=\"6e13762\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-94134a2 elementor-widget elementor-widget-text-editor\" data-id=\"94134a2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The analysis is based on the results of a test run from 01.01.2020 to 2024.12.2020 using ChatGTP<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c36955 elementor-widget elementor-widget-heading\" data-id=\"9c36955\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1. Profitability<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-913c488 elementor-widget elementor-widget-text-editor\" data-id=\"913c488\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Total net profit: $722,491.92 &#8211; Strong total profit for the period.<br \/>Gross profit: $1,537,769.30 vs. gross loss: $815,277.38 &#8211; The profit factor of 1.89 means that for every dollar lost, the bot makes a profit of $1.89. This is fair, as a profit factor greater than 1.5 is generally considered profitable.<br \/>Expected profit: $143.04 &#8211; The average profit per trade is positive, indicating that the strategy has been consistently profitable over time.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1e0725b e-flex e-con-boxed e-con e-parent\" data-id=\"1e0725b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8de7d52 elementor-widget elementor-widget-heading\" data-id=\"8de7d52\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2. Risk Management<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-260f8de elementor-widget elementor-widget-text-editor\" data-id=\"260f8de\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Declines:<br \/>Balance sheet decline maximum (absolute): $59,050.95 (19.22%)<br \/>Equity decline maximum (absolute): $137,312.27 (24.24%)<br \/>These declines are moderate and acceptable for high-yield schemes, but indicate that there are periods of significant risk. The 34.32% relative capital decline is on the higher side and could be improved for long-term sustainability.<br \/>Recovery factor: 5.26 &#8211; This is excellent. It indicates that the stick is effective in recovering losses, as it generates 5.26 times the maximum return as profit.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0268fa3 e-flex e-con-boxed e-con e-parent\" data-id=\"0268fa3\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f2f9ca5 elementor-widget elementor-widget-heading\" data-id=\"f2f9ca5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3. Efficiency<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d6eb99a elementor-widget elementor-widget-text-editor\" data-id=\"d6eb99a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Sharpe ratio: 1.50 &#8211; Strong Sharpe ratio, indicating a good risk-adjusted return. Values above 1.0 are considered efficient.<br \/>AHPR and GHPR: 0.04% per trader &#8211; This is a modest growth rate, but the consistency between AHPR and GHPR reflects the low volatility of trading performance.<br \/>Linear regression correlation (LR correlation): 0.92 &#8211; Indicates a strong positive trend in capital growth over time.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f919010 e-flex e-con-boxed e-con e-parent\" data-id=\"f919010\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b0ed248 elementor-widget elementor-widget-heading\" data-id=\"b0ed248\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">4. Profit ratio<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-378415d elementor-widget elementor-widget-text-editor\" data-id=\"378415d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Winning trades: 70.92% &#8211; High win rate, which is consistent with the bot&#8217;s ability to make profits.<br \/>Average win vs. loss trades:<br \/>$429.30<br \/>Average loss: $-551.70<br \/>The bot wins more often, but loses more per losing trade on average. This suggests that it relies on a high win rate to maintain profitability, which can be risky in volatile conditions.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c829e11 e-flex e-con-boxed e-con e-parent\" data-id=\"c829e11\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-178bab2 elementor-widget elementor-widget-heading\" data-id=\"178bab2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">5. Trade statistics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a4af78f elementor-widget elementor-widget-text-editor\" data-id=\"a4af78f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Total trades: 5,051 &#8211; Sample size sufficient for reliable statistics.<br \/>Biggest winning trade: $6,772.42 vs. Biggest losing trade: $3,019.73 &#8211; Biggest loss is smaller than the biggest win, which is a good sign.<br \/>Average consecutive wins\/losses: 7 wins vs. 3 losses &#8211; This indicates that traders tend to make a series of winning trades.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cf8634 elementor-widget elementor-widget-image-gallery\" data-id=\"5cf8634\" data-element_type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-1' class='gallery galleryid-4194 gallery-columns-2 gallery-size-full'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"5cf8634\" data-elementor-lightbox-title=\"algoritmus-eredmeny\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDE1NSwidXJsIjoiaHR0cHM6XC9cL2FsbHRoZW1pbGxpb25zLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNFwvMTJcL2FsZ29yaXRtdXMtZXJlZG1lbnkud2VicCIsInNsaWRlc2hvdyI6IjVjZjg2MzQifQ%3D%3D\" href='https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny.webp'><img fetchpriority=\"high\" decoding=\"async\" width=\"1517\" height=\"814\" src=\"https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny.webp\" class=\"attachment-full size-full\" alt=\"\" aria-describedby=\"gallery-1-4155\" srcset=\"https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny.webp 1517w, https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny-300x161.webp 300w, https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny-1024x549.webp 1024w, https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny-768x412.webp 768w, https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny-600x322.webp 600w\" sizes=\"(max-width: 1517px) 100vw, 1517px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-4155'>\n\t\t\t\tAlgoritmus\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"5cf8634\" data-elementor-lightbox-title=\"algoritmus-eredmeny-2\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDE1NiwidXJsIjoiaHR0cHM6XC9cL2FsbHRoZW1pbGxpb25zLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNFwvMTJcL2FsZ29yaXRtdXMtZXJlZG1lbnktMi53ZWJwIiwic2xpZGVzaG93IjoiNWNmODYzNCJ9\" href='https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny-2.webp'><img decoding=\"async\" width=\"1515\" height=\"806\" src=\"https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny-2.webp\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny-2.webp 1515w, https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny-2-300x160.webp 300w, https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny-2-1024x545.webp 1024w, https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny-2-768x409.webp 768w, https:\/\/allthemillions.com\/wp-content\/uploads\/2024\/12\/algoritmus-eredmeny-2-600x319.webp 600w\" sizes=\"(max-width: 1515px) 100vw, 1515px\" \/><\/a>\n\t\t\t<\/div><\/figure>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6c404eb e-flex e-con-boxed e-con e-parent\" data-id=\"6c404eb\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e87c923 elementor-widget elementor-widget-heading\" data-id=\"e87c923\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">6. Consistency<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ddbd3d8 elementor-widget elementor-widget-text-editor\" data-id=\"ddbd3d8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>History quality: 92% &#8211; Indicates reliable backtest data, although accuracy could be improved by approaching 99% quality.<br \/>Z-score: -34.80 (99.74%) &#8211; Suggests that trades are not random, a positive indicator of systematic advantage.<br \/>Concerns<br \/>Equity Decline (Max): The absolute decline of 24.24% and relative decline of 34.32% is quite significant and could pose a risk to the account in adverse market conditions. To reduce downturns, consider optimizing position sizing, stop-loss rules or diversification.<br \/>Average loss &gt; Average gain: The strategy can be vulnerable if the win rate decreases, as losing trades cost more than winning trades on average.<br \/>Risk per trade: The bot appears to have a relatively high risk tolerance. Fine-tuning the risk per trade can improve stability.<br \/>Strengths<br \/>Profitability: strong net profit and good return.<br \/>Efficiency: high Sharpe ratio and good AHPR\/GHPR.<br \/>Consistency: high win rate with strong Z-score and low trading randomness.<br \/>Trend following: high LR correlation indicates steady growth.<br \/>Suggestions for improvement<br \/>Reduce downturns:<br \/>Introduce tighter stop-losses or trailing stops.<br \/>Optimize leverage to reduce equity exposure during large market swings.<br \/>Improve risk-reward ratio:<br \/>Adjust take-profit levels or reduce risk exposure to bring average gain closer to average loss.<\/p>\n<p>Optimising risk per trade: Use position sizing strategies to balance returns and downturns.<\/p>\n<p>Diversification: to reduce stock volatility, consider using trading strategies or instruments with lower correlation if you have not already done so.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-60dd939 e-flex e-con-boxed e-con e-parent\" data-id=\"60dd939\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f43ea2 elementor-widget elementor-widget-heading\" data-id=\"5f43ea2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Summary<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3429ae0 elementor-widget elementor-widget-text-editor\" data-id=\"3429ae0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Your bot has strong profitability and efficiency, but could improve risk management for long-term sustainability. With some optimisation, it could become a more robust and scalable system.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The analysis is based on the results of a test run from 01.01.2020 to 2024.12.2020 using ChatGTP 1. Profitability Total net profit: $722,491.92 &#8211; Strong total profit for the period.Gross profit: $1,537,769.30 vs. gross loss: $815,277.38 &#8211; The profit factor of 1.89 means that for every dollar lost, the bot makes a profit of $1.89. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"pmpro_default_level":"","inline_featured_image":false,"footnotes":""},"class_list":["post-4194","page","type-page","status-publish","hentry","pmpro-has-access"],"_links":{"self":[{"href":"https:\/\/allthemillions.com\/en\/wp-json\/wp\/v2\/pages\/4194","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/allthemillions.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/allthemillions.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/allthemillions.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/allthemillions.com\/en\/wp-json\/wp\/v2\/comments?post=4194"}],"version-history":[{"count":9,"href":"https:\/\/allthemillions.com\/en\/wp-json\/wp\/v2\/pages\/4194\/revisions"}],"predecessor-version":[{"id":4461,"href":"https:\/\/allthemillions.com\/en\/wp-json\/wp\/v2\/pages\/4194\/revisions\/4461"}],"wp:attachment":[{"href":"https:\/\/allthemillions.com\/en\/wp-json\/wp\/v2\/media?parent=4194"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}