{"id":6771,"date":"2026-09-05T13:07:42","date_gmt":"2026-09-05T13:07:42","guid":{"rendered":"https:\/\/justfineinfotech.com\/introducing-gemini-3-8-flash-and-3-8-flash-cyber\/"},"modified":"2026-09-05T13:07:44","modified_gmt":"2026-09-05T13:07:44","slug":"introducing-gemini-3-8-flash-and-3-8-flash-cyber","status":"publish","type":"post","link":"https:\/\/justfineinfotech.com\/fr\/introducing-gemini-3-8-flash-and-3-8-flash-cyber\/","title":{"rendered":"Introducing Gemini 3.8 Flash and 3.8 Flash Cyber"},"content":{"rendered":"<p>Introducing Gemini 3.8 Flash and 3.8 Flash Cyber<\/p>\n<p>Our newest Gemini models deliver next-generation intelligence for agentic workflows and cybersecurity<\/p>\n<p>Building on the momentum of 3.7 Flash from three weeks ago and marking our third Flash release in only six weeks, today we\u2019re introducing Gemini 3.8, our best reasoning and coding model yet, at the same speed and low cost of 3.7. Gemini 3.8 introduces 2 variants:<\/p>\n<ul>\n<li><b>Gemini 3.8 Flash:<\/b> our most intelligent workhorse model, delivering significant improvements from 3.7 Flash across software engineering, agentic tasks, and critical, multi-step reasoning in specialized domains. It is available at the same introductory price\n<p><sup>1<\/sup><br \/>\n as 3.7 Flash at $0.75 per million input tokens and $3.75 per million output tokens.<\/li>\n<li><b>Gemini 3.8 Flash Cyber:<\/b> our most capable cybersecurity model with frontier-level performance in vulnerability detection and automated patching, available to trusted defenders through our new <a href=\"https:\/\/deepmind.google\/fairwind-program\/\" rel=\"nofollow noopener\" target=\"_blank\">Fairwind Program<\/a>.<\/li>\n<\/ul>\n<p>While tailored for different deployment environments, both of today&#8217;s releases are powered by the same foundational intelligence, and further accelerated by long-running agentic loops designed to recursively evaluate and refine the underlying models. The significant coding and reasoning gains across this shared core were driven by a number of innovations, including rigorous training in the highly demanding domain of cybersecurity.<\/p>\n<h2>Gemini 3.8 Flash: built for long-horizon coding and autonomous agents<\/h2>\n<p>Gemini 3.8 Flash delivers substantial gains from 3.7 Flash, often approaching the performance of higher-cost frontier models<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3.8-flash__evals__table_l.width-1200.format-webp_2pLdBp5.webp\" alt=\"comparison chart showing Gemini 3.8 Flash and other models\"><\/p>\n<p>On DeepSWE v1.1 (Long-Horizon Software Engineering) 3.8 Flash outperforms most larger frontier models in autonomously solving complex engineering problems end to end, only at a fraction of the cost<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3-8-flash__evals__deepswe.width-1200.format-webp.webp\" alt=\"chart showing Gemini 3.8 Flash DeepSWE v1.1\"><\/p>\n<p>Additionally, 3.8 Flash exhibits the dependability required for critical enterprise autonomy, across specialized knowledge domains<b>.<\/b> In quantitative and professional fields that require advanced analysis and reporting, 3.8 Flash outperforms 3.7 Flash and other frontier models in benchmarks like <a href=\"https:\/\/www.vals.ai\/benchmarks\/fabv2\" rel=\"nofollow noopener\" target=\"_blank\">Vals Finance Agent V2<\/a> and <a href=\"https:\/\/www.vals.ai\/benchmarks\/hlab\" rel=\"nofollow noopener\" target=\"_blank\">Harvey&#8217;s Legal Agent Benchmark<\/a>. 3.8 Flash also achieves a 54.9% on HLE-Verified, demonstrating its ability to handle multi-step reasoning across STEM, humanities, and professional fields.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3.8-flash_evals_vals-finan.width-100.format-webp.webp\" alt=\"chart showing Gemini 3.8 Flash Vals Finance Agent v2\"><br \/>\n<img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3.8-flash_evals_harveys-le.width-100.format-webp.webp\" alt=\"a chart showing Gemini 3.8 Flash Harvey&apos;s Legal Agent Benchmark\"><br \/>\n<img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3.8-flash_evals_HLE_light.width-100.format-webp.webp\" alt=\"a chart showing Gemini 3.8 Flash HLE-Verified\"><\/p>\n<p>These performance gains stem from a core design choice: 3.8 Flash works harder. On complex tasks, it exhibits greater diligence \u2014 executing extra reasoning steps, and calling tools iteratively. At times, the model might use more tokens to maximize performance, especially at higher effort levels<\/p>\n<p>For applications where compute efficiency is the primary constraint, developers can utilize lower effort levels to minimize token overhead or continue to rely on Gemini 3.7 Flash, which remains fully supported for efficiency-first workloads<\/p>\n<p>Gemini 3.8 Flash built this game with a simple prompt using a looping instruction in Google Antigravity. The game uses puzzles, environmental storytelling, and textures generated with Nano Banana to create an immersive 3D level in which you play a wizard navigating a castle<\/p>\n<p>Gemini 3.8 Flash builds a fully functional DOS version of Google Maps in a single prompt in Google Antigravity that is fully playable with locations, directions, and Street View<\/p>\n<p>Explore realtime cross-sections, 2D projections, scientific explanations in a topographic map of famous geographical sites built with Gemini 3.8 Flash in Google Antigravity using real datasets from the U.S. Geological Survey<\/p>\n<p>Hardware Anatomy is an interactive 3D visualizer built with Gemini 3.8 Flash in Google AI Studio that generates realistic Three.js renderings of physically-proportioned teardowns for hardware devices. It automatically decomposes devices into layers you can explode and inspect with a deconstruction slider<\/p>\n<h2>Gemini 3.8 Flash Cyber: expert cyber performance<\/h2>\n<p>Gemini 3.8 Flash Cyber, available to a set of trusted defenders \u2019s complex cybersecurity landscape, with the Flash speed and cost that enables quick iteration<\/p>\n<h3>Autonomous vulnerability discovery<\/h3>\n<p>On the standard industry benchmark for finding vulnerabilities, CyberGym, Gemini 3.8 Flash Cyber demonstrates frontier-level performance in autonomous vulnerability discovery. It surpasses both 3.5 Flash Cyber as well as significantly larger frontier models<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3.8-cyber__evals__cybergy.width-1200.format-webp.webp\" alt=\"a chart showing Gemini 3.8 Flash Cyber CyberGym Pass@1\"><\/p>\n<p>To better capture real-world defensive needs which are not limited to just C\/C++ codebases like in CyberGym, we also evaluated Gemini 3.8 Flash Cyber against a comprehensive internal benchmark in which the model has to discover a wide range of vulnerabilities across complex codebases spanning 20 programming languages. Here, the model showcases an impressive leap over our previous models and reaches a success rate exceeding 70%.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3.8-cyber__evals__rw-vuln.width-1200.format-webp.webp\" alt=\"Chart showing Gemini 3.8 Flash Cyber real world vulnerability discovery\"><\/p>\n<h3>Automated patching<\/h3>\n<p>With Gemini 3.8 Flash Cyber, we focused specifically on equipping defenders with expert capabilities that give them an advantage over attackers. This is why we have invested in vulnerability fixing from the start, and prioritized it over offensive capabilities like exploitation<\/p>\n<p>CWE-Bench, run by Collinear, is a challenging external benchmark for patching capabilities. On this benchmark, Gemini 3.8 Flash Cyber is on the Pareto frontier: with a pass@1 of 47.2% compared to a leading frontier model at 47.8%, yet offered at a significantly lower cost<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3-8-cyber__evals__cwe-ben.width-1200.format-webp.webp\" alt=\"Chart showing Gemini 3.8 Flash Cyber StaticBench Pass@1 vs Cost Per Rollout\"><\/p>\n<h3>Real-world impact: securing Google\u2019s code<\/h3>\n<p>We\u2019re already using Gemini 3.8 Flash Cyber to secure code across Google. For example:<\/p>\n<ul>\n<li>The Chrome Security team found that 3.8 Flash Cyber produced 2.6 times more correct patches to vulnerabilities in Chrome than the best commercial models that are much larger.<\/li>\n<li>Wiz found that Gemini 3.8 Flash Cyber achieves +7.5-9.7% higher recall on their internal penetration testing benchmark for a 2.3-5.2x lower cost compared to other leading frontier models.<\/li>\n<li>Google\u2019s Cloud Vulnerability Research team leveraged the 3.8 Flash Cyber model to find a critical foundational vulnerability in less than 2 hours, a vulnerability for which research and discovery usually takes months.<\/li>\n<\/ul>\n<h2>What our Fairwind Program partners are saying<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3-8-flash__testimonial__ar.width-100.format-webp.webp\" alt=\"quote from David Slater, Founder and Chief Architect, Armadin\"><br \/>\n<img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3-8-flash__testimonial__pa.width-100.format-webp.webp\" alt=\"quote from Charlie Sestito, Director, Office of the CTO, Palo Alto Networks\"><br \/>\n<img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3-8-flash__testimonial__sn.width-100.format-webp.webp\" alt=\"quote from Mayank Upadhyay, CSTO, Snowflake\"><br \/>\n<img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3-8-flash__testimonial__wi.width-100.format-webp.webp\" alt=\"quote from Gal Nagli, Head of Threat Exposure, Wiz\"><\/p>\n<h2>Built with safety in mind<\/h2>\n<p>3.8 Flash ships with safeguards against misuse in the domains of Chemical, Biological, Radiological, and Nuclear (CBRN) and cyber offense, while enabling beneficial use cases, as per our <a href=\"https:\/\/deepmind.google\/blog\/strengthening-our-frontier-safety-framework\/\" rel=\"nofollow noopener\" target=\"_blank\">Frontier Safety Framework<\/a>. 3.8 Flash Cyber ships with a more permissive set of mitigations for cybersecurity, and as such, is only available to trusted defenders who require a more comprehensive set of cyber capabilities.<\/p>\n<p>Gemini 3.8 models have also made a significant leap in prompt injection robustness as measured by Gray Swan, protecting Gemini model users from prompt-injection related malicious attacks<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/justfineinfotech.com\/wp-content\/uploads\/2026\/09\/gemini-3.8-flash_evals_attack__l.width-1200.format-webp.webp\" alt=\"a chart showing Gemini 3.8 Flash Cyber Gray Swan IPI Benchmark\"><\/p>\n<h2>Gemini 3.8 Flash and Cyber: get started today<\/h2>\n<ul>\n<li><b>Developers<\/b>: Build with 3.8 Flash and explore agent-first workflows in <a href=\"https:\/\/antigravity.google\/\" rel=\"nofollow noopener\" target=\"_blank\">Google Antigravity<\/a> or start building today in the Gemini API via <a href=\"https:\/\/aistudio.google.com\/prompts\/new_chat?model=gemini-3.8-flash\" rel=\"nofollow noopener\" target=\"_blank\">Google AI Studio<\/a> and <a href=\"https:\/\/developer.android.com\/studio\" rel=\"nofollow noopener\" target=\"_blank\">Android Studio<\/a>, or generate UIs in <a href=\"http:\/\/stitch.withgoogle.com\/\" rel=\"nofollow noopener\" target=\"_blank\">Stitch<\/a>. Get started with our <a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/latest-model\" rel=\"nofollow noopener\" target=\"_blank\">developer docs<\/a>.<\/li>\n<li><b>Enterprises<\/b>: Access 3.8 Flash in <a href=\"https:\/\/console.cloud.google.com\/agent-platform\/studio\/multimodal?mode=prompt&amp;model=gemini-3.8-flash\" rel=\"nofollow noopener\" target=\"_blank\">Gemini Enterprise.<\/a><\/li>\n<li><b>Consumers<\/b>: 3.8 Flash is available to Google AI Pro and Ultra subscribers across the <a href=\"http:\/\/gemini.google.com\/\" rel=\"nofollow noopener\" target=\"_blank\">Gemini app<\/a>, <a href=\"http:\/\/google.com\/ai\" rel=\"nofollow noopener\" target=\"_blank\">AI Mode<\/a> in Google Search and Gemini in <a href=\"http:\/\/sheets.new\/\" rel=\"nofollow noopener\" target=\"_blank\">Google Sheets<\/a>.<\/li>\n<li><b>Cyber:<\/b> Through our new Fairwind Program, we\u2019re providing trusted government authorities, as well as critical infrastructure operators and software maintainers with prioritized access to Gemini 3.8 Flash Cyber. <a href=\"https:\/\/deepmind.google\/fairwind-program\/\" rel=\"nofollow noopener\" target=\"_blank\">Apply for access<\/a>.<\/li>\n<\/ul>\n<div style=\"clear:both;margin:30px 0 15px 0\">\n<p>\n    <strong>Related:<\/strong><br \/>\n    &lt;a href=&quot;https:\/\/yoursite.com\/<a href=\"https:\/\/justfineinfotech.com\/fr\/wonderful-raises-550m-at-5b-valuation-for-its-ai-automation-platform-siliconangle\/\" title=\"Wonderful raises $550M at $5B valuation for its AI automation platform - SiliconANGLE\">automation<\/a>-training-benin\/&#8221; title=&#8221;<a href=\"https:\/\/justfineinfotech.com\/fr\/all-resources-to-be-utilised-to-make-kp-digital-economy-hub-minister\/\" title=\"All resources to be utilised to make KP digital economy hub: minister\">Digital<\/a> Automation Training Benin: 5 Winning Skills Employers Demand in 2026&#8243;&gt;<br \/>\n      Digital Automation Training Benin: 5 Winning Skills Employers Demand in 2026<br \/>\n    <\/a>\n  <\/p>\n<p>\n    &lt;a href=&quot;https:\/\/yoursite.com\/automation-africa\/&quot; title=&quot;<a href=\"https:\/\/justfineinfotech.com\/fr\/data-shows-83-of-festive-whatsapp-orders-came-from-first-time-buyers\/\" title=\"Data shows 83% of festive Whatsapp orders came from first-time buyers\">WhatsApp<\/a> Marketing Automation Africa: 6 Dangerous Mistakes Brands Make in Nigeria&#8221;&gt;<br \/>\n      WhatsApp Marketing Automation Africa: 6 Dangerous Mistakes Brands Make in Nigeria<br \/>\n    <\/a>\n  <\/p>\n<\/div>\n<div style=\"clear:both;margin:30px 0;padding:25px;background:#f8f9fc;border:1px solid #ddd;border-radius:8px;text-align:center\">\n<h3>Want to learn this practically?<\/h3>\n<p>Join <strong>Justfine Infotech<\/strong> and build real digital skills in AI, automation, web development, digital marketing, office productivity, e-commerce, freelancing and cybersecurity.<\/p>\n<p><strong>Available Programmes:<\/strong><br \/>\n  6 Weeks Certificate \u2022 3 Months Professional Certificate \u2022 6 Months Diploma \u2022 Full Professional Diploma<\/p>\n<p><strong>WhatsApp:<\/strong><br \/>\n  +229 01 57 57 99 15<br \/>\n  +229 01 66 68 11 60<\/p>\n<p><a href=\"https:\/\/api.whatsapp.com\/send?phone=2348132690270&amp;text=Hello\" target=\"_blank\" rel=\"noopener\">Enroll Now<\/a><\/p>\n<\/div>\n<p class=\"ani-source\">Source: <a href=\"https:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/3-8-flash-and-3-8-flash-cyber\/\" target=\"_blank\" rel=\"nofollow noopener\">blog.google<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Our newest Gemini models deliver next-generation intelligence for agentic workflows and cybersecurity<\/p>","protected":false},"author":1,"featured_media":6786,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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