{"id":3185,"date":"2026-07-31T23:59:00","date_gmt":"2026-07-31T23:59:00","guid":{"rendered":"https:\/\/futurenews24.com\/index.php\/2026\/07\/31\/atom-everything-34\/"},"modified":"2026-08-02T11:59:32","modified_gmt":"2026-08-02T11:59:32","slug":"atom-everything-34","status":"publish","type":"post","link":"https:\/\/futurenews24.com\/index.php\/2026\/07\/31\/atom-everything-34\/","title":{"rendered":"deepseek-ai\/DeepSeek-V4-Flash-0731"},"content":{"rendered":"<p><br \/>\n<\/p>\n<div>\n<p class=\"mobile-date-eyebrow\">thirty first July 2026 &#8211; Hyperlink Weblog<\/p>\n<div data-permalink-context=\"\/2026\/Jul\/31\/deepseek-v4-flash-0731\/\">\n<p>deepseek-ai\/DeepSeek-V4-Flash-0731 (by way of) The most recent launch in DeepSeek&#8217;s V4 household, &#8220;with considerably enhanced agentic capabilities&#8221;. It is 304 billion parameters &#8211; 167GB on Hugging Face &#8211; however it seems to punch effectively above its weight.<\/p>\n<p>Synthetic Evaluation rank it forward of MiniMax M3 &#8211; a 428B mannequin. It is $0.14\/million enter and $0.27\/million output pricing means this may increasingly at the moment be the very best value-per-intelligence mannequin on the market. It is wanting superb on the Intelligence Index vs. Value per Intelligence Index Job chart:<\/p>\n<p><img decoding=\"async\" alt=\"Scatter plot from Artificial Analysis titled with axes &quot;Artificial Analysis Intelligence Index&quot; (20 to 65) and &quot;Cost per Task (USD, Log Scale)&quot; ($0.02 to $3), with a green &quot;Most attractive quadrant&quot; box in the upper left and a dotted &quot;Pareto line&quot;. DeepSeek V4 Flash 0731 (max) is highlighted in dark blue at roughly $0.028 and an intelligence score of 50, sitting alone at the far left edge of the green quadrant where the Pareto line jumps sharply upward. Models of similar or lower intelligence like MiniMax-M3, Kimi K3 (low), GLM-5.1 and Kimi K2.6 cost ten times more, and the models that beat it (Grok 4.5, Gemini 3.6 Flash, GLM-5.2, Kimi K3, Claude Opus 5, Claude Fable 5, GPT-5.6 Sol) all sit far to the right at $0.4 to $3 per task.\" src=\"https:\/\/static.simonwillison.net\/static\/2026\/deepseek-flash-chart.webp\"\/><\/p>\n<p>I acquired a disappointing pelican from it utilizing the default reasoning stage by way of OpenRouter:<\/p>\n<p><img decoding=\"async\" alt=\"Flat vector illustration of a white pelican with a long neck and large orange beak pouch, hovering above a mangled blue and orange bicycle on a dark grey road with white dashed lane markings. The bike is drawn incorrectly: the wheels are just orange arcs with no rims or spokes, the frame tubes float apart and the handlebars connect to nothing. The background is pale blue with a yellow sun in the upper left, white clouds, and grey speed lines on the left suggesting motion.\" src=\"https:\/\/static.simonwillison.net\/static\/2026\/deepseek-flash-v4-default.png\"\/><\/p>\n<p>However once I bumped reasoning stage as much as excessive I acquired one thing significantly better:<\/p>\n<p>llm -m openrouter\/deepseek\/deepseek-v4-flash-0731 -t pelican -o reasoning_effort excessive<\/p>\n<p><img decoding=\"async\" alt=\"Flat vector illustration of a white pelican riding a bicycle to the right against a pink background with a lighter pink circle behind it. The pelican grips the handlebars with its wings and one orange foot rests on the pedal, and a small blue fish is visible tucked in the corner of its large orange beak pouch. The bike has a red, blue and orange frame with dark tires, and grey speed lines trail behind to suggest motion.\" src=\"https:\/\/static.simonwillison.net\/static\/2026\/deepseek-flash-v4-high.png\"\/><\/p>\n<\/div>\n<\/div>\n<p><br \/>\n<br \/><a href=\"https:\/\/simonwillison.net\/2026\/Jul\/31\/deepseek-v4-flash-0731\/#atom-everything\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>thirty first July 2026 &#8211; Hyperlink Weblog deepseek-ai\/DeepSeek-V4-Flash-0731 (by way of) The most recent launch in DeepSeek&#8217;s V4 household, &#8220;with considerably enhanced agentic capabilities&#8221;. It is 304 billion parameters &#8211; 167GB on Hugging Face &#8211; however it seems to punch effectively above its weight. Synthetic Evaluation rank it forward of MiniMax M3 &#8211; a 428B [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3187,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/static.simonwillison.net\/static\/2026\/deepseek-flash-chart.webp","fifu_image_alt":"","jnews-multi-image_gallery":[],"jnews_single_post":[],"jnews_primary_category":[],"jnews_override_bookmark_settings":[],"jnews_social_meta":[],"jnews_override_counter":[],"footnotes":""},"categories":[5],"tags":[3589],"class_list":["post-3185","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-developer-ai-open-source-ecosystem","tag-deepseekaideepseekv4flash0731"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>deepseek-ai\/DeepSeek-V4-Flash-0731 - Future News 24<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/futurenews24.com\/index.php\/2026\/07\/31\/atom-everything-34\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"deepseek-ai\/DeepSeek-V4-Flash-0731 - Future News 24\" \/>\n<meta property=\"og:description\" content=\"thirty first July 2026 &#8211; Hyperlink Weblog deepseek-ai\/DeepSeek-V4-Flash-0731 (by way of) The most recent launch in DeepSeek&#8217;s V4 household, &#8220;with considerably enhanced agentic capabilities&#8221;. It is 304 billion parameters &#8211; 167GB on Hugging Face &#8211; however it seems to punch effectively above its weight. Synthetic Evaluation rank it forward of MiniMax M3 &#8211; a 428B [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/futurenews24.com\/index.php\/2026\/07\/31\/atom-everything-34\/\" \/>\n<meta property=\"og:site_name\" content=\"Future News 24\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-31T23:59:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-02T11:59:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/static.simonwillison.net\/static\/2026\/deepseek-flash-chart.webp\" \/>\n<meta name=\"author\" content=\"Future News 24\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/static.simonwillison.net\/static\/2026\/deepseek-flash-chart.webp\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Future News 24\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/futurenews24.com\\\/index.php\\\/2026\\\/07\\\/31\\\/atom-everything-34\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/futurenews24.com\\\/index.php\\\/2026\\\/07\\\/31\\\/atom-everything-34\\\/\"},\"author\":{\"name\":\"Future News 24\",\"@id\":\"https:\\\/\\\/futurenews24.com\\\/#\\\/schema\\\/person\\\/cecad1bde21cfc357cf70128144d6c83\"},\"headline\":\"deepseek-ai\\\/DeepSeek-V4-Flash-0731\",\"datePublished\":\"2026-07-31T23:59:00+00:00\",\"dateModified\":\"2026-08-02T11:59:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/futurenews24.com\\\/index.php\\\/2026\\\/07\\\/31\\\/atom-everything-34\\\/\"},\"wordCount\":147,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/futurenews24.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/futurenews24.com\\\/index.php\\\/2026\\\/07\\\/31\\\/atom-everything-34\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/static.simonwillison.net\\\/static\\\/2026\\\/deepseek-flash-chart.webp\",\"keywords\":[\"deepseekaiDeepSeekV4Flash0731\"],\"articleSection\":[\"Developer AI &amp; 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