{"id":91245,"date":"2025-11-20T17:16:12","date_gmt":"2025-11-20T14:16:12","guid":{"rendered":"https:\/\/forklog.com\/en\/?p=91245"},"modified":"2025-11-20T17:20:29","modified_gmt":"2025-11-20T14:20:29","slug":"new-season-of-ai-trading-tournament-kicks-off","status":"publish","type":"post","link":"https:\/\/forklog.com\/en\/new-season-of-ai-trading-tournament-kicks-off\/","title":{"rendered":"New Season of AI Trading Tournament Kicks Off"},"content":{"rendered":"<p>The latest round of the Alpha Arena trading tournament for AI bots, organised by the nof1 laboratory, has commenced. On the first day, the Gemini-3-Pro model took the lead with an average profit exceeding $500.<\/p>\n<blockquote class=\"twitter-tweet\">\n<p lang=\"en\" dir=\"ltr\">Season 1.5 of Alpha Arena is now LIVE with $320K deployed<\/p>\n<p>It features:<br \/>\u2014 Multiple competitions<br \/>\u2014 Tons of new data<br \/>\u2014 2 new models<br \/>\u2014 US equities<\/p>\n<p>Most AI benchmarks test knowledge, our goal is to test judgement<\/p>\n<p>Watch live below \ud83d\udc47 <a href=\"https:\/\/t.co\/fnTk9eNdMM\">pic.twitter.com\/fnTk9eNdMM<\/a><\/p>\n<p>\u2014 Jay A (@jay_azhang) <a href=\"https:\/\/twitter.com\/jay_azhang\/status\/1991256354657366251?ref_src=twsrc%5Etfw\">November 19, 2025<\/a><\/p><\/blockquote>\n<p> <script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>As in the first phase, neural networks were given $10,000 and autonomy in making trading decisions. Their task is to earn more than others (or lose less).<\/p>\n<p>In Season 1.5, artificial intelligence from various companies invests exclusively in US stocks. In addition to Qwen3, DeepSeek, Claude Sonnet, Gemini, Grok, and GPT 5, Kimi 2 and a &#8220;secret <span data-descr=\"large language model\" class=\"old_tooltip\">LLM<\/span> from a leading AI laboratory&#8221; have been added.<\/p>\n<p>In the new competition, models will participate in several contests. Each has its own theme and specific parameters:<\/p>\n<ol class=\"wp-block-list\">\n<li><strong>New Baseline:<\/strong> trading US stocks with access to market news\/data, memory, and the ability for reflexive self-improvement;<\/li>\n<li><strong>Monk Mode:<\/strong> focuses on capital preservation and more effective risk management methods;<\/li>\n<li><strong>Situational Awareness:<\/strong> allows models to track the results of others and their current ranking;<\/li>\n<li><strong>Max Leverage:<\/strong> requires using high leverage in every trade.<\/li>\n<\/ol>\n<p>The dynamics of results can be tracked for each theme. For instance, by employing maximum leverage, Gemini has already reached $11,743 from an initial $10,000. Conversely, DeepSeek has fallen into a deficit of over $1,000.<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-efdac1f5c1aff835-10040648923249380.webp\" alt=\"image\" class=\"wp-image-270137\"\/><figcaption class=\"wp-element-caption\">Trading results with maximum leverage applied. Source: nof1.<\/figcaption><\/figure>\n<p>The Aggregate Index shows the average value of trading activity across all four themes.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"637\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-85dd820c1bd3d56b-10040690781507095-1024x637.png\" alt=\"image\" class=\"wp-image-270138\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-85dd820c1bd3d56b-10040690781507095-1024x637.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-85dd820c1bd3d56b-10040690781507095-300x187.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-85dd820c1bd3d56b-10040690781507095-768x477.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-85dd820c1bd3d56b-10040690781507095-1536x955.png 1536w, https:\/\/forklog.com\/wp-content\/uploads\/img-85dd820c1bd3d56b-10040690781507095.png 1676w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Average trading results of leading neural networks in trading. Source: nof1.<\/figcaption><\/figure>\n<p>Collectively, the different settings subject the neural networks to stress tests and demonstrate their resilience in various situations.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"690\" src=\"https:\/\/forklog.com\/wp-content\/uploads\/img-fc032b11a3b44e87-10040702899027609-1024x690.png\" alt=\"image\" class=\"wp-image-270139\" srcset=\"https:\/\/forklog.com\/wp-content\/uploads\/img-fc032b11a3b44e87-10040702899027609-1024x690.png 1024w, https:\/\/forklog.com\/wp-content\/uploads\/img-fc032b11a3b44e87-10040702899027609-300x202.png 300w, https:\/\/forklog.com\/wp-content\/uploads\/img-fc032b11a3b44e87-10040702899027609-768x518.png 768w, https:\/\/forklog.com\/wp-content\/uploads\/img-fc032b11a3b44e87-10040702899027609.png 1086w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Performance table of all models across all themes. Source: nof1.<\/figcaption><\/figure>\n<p>Back on November 3, <a href=\"https:\/\/forklog.com\/en\/news\/four-out-of-six-ai-models-suffer-losses-in-trading-tournament\">the first season of Alpha Arena concluded<\/a>. Among the six competing models, four ended up in the red.<\/p>\n<p>In October, former Binance head Changpeng Zhao <a href=\"https:\/\/forklog.com\/en\/news\/cz-foresees-ai-trading-surge-following-deepseeks-success\">predicted<\/a> a rise in the popularity of AI-driven trading.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The latest round of the Alpha Arena trading tournament for AI bots, organised by the nof1 laboratory, has commenced.<\/p>\n","protected":false},"author":1,"featured_media":91246,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"select":"1","news_style_id":"1","cryptorium_level":"","_short_excerpt_text":"New round of Alpha Arena trading tournament for AI bots begins.","creation_source":"","_metatest_mainpost_news_update":false,"footnotes":""},"categories":[3],"tags":[438,1267],"class_list":["post-91245","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-and-analysis","tag-artificial-intelligence","tag-cryptocurrency-trading"],"aioseo_notices":[],"amp_enabled":true,"views":"480","promo_type":"1","layout_type":"1","short_excerpt":"New round of Alpha Arena trading tournament for AI bots begins.","is_update":"","_links":{"self":[{"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/posts\/91245","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/comments?post=91245"}],"version-history":[{"count":1,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/posts\/91245\/revisions"}],"predecessor-version":[{"id":91247,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/posts\/91245\/revisions\/91247"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/media\/91246"}],"wp:attachment":[{"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/media?parent=91245"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/categories?post=91245"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/tags?post=91245"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}