Gemini 3.5 Flash vs. Smaug Flash Comparison


Gemini 3.5 Flash Google	Smaug Flash Abacus.AI	+	+
Learn More Update Features	Learn More Update Features	Add To Compare	Add To Compare


		Related Products Gemini Enterprise Agent Platform Gemini Enterprise Agent Platform is a comprehensive solution from Google Cloud designed to help organizations build, scale, govern, and optimize AI agents. It represents the evolution of Vertex AI, combining advanced model development with new capabilities for agent orchestration and integration. The platform provides access to over 200 leading AI models, including Google’s Gemini series and third-party options like Anthropic’s Claude. It enables teams to create intelligent agents using both low-code and code-first development environments. With features like Agent Runtime and Memory Bank, businesses can deploy long-running agents that retain context and perform complex workflows. The platform emphasizes security and governance through tools like Agent Identity, Agent Registry, and Agent Gateway. It also includes optimization tools such as simulation, evaluation, and observability to ensure consistent agent performance. 999 Ratings Visit Website Google AI Studio Google AI Studio is a unified development platform that helps teams explore, build, and deploy applications using Google’s most advanced AI models. It brings text, image, audio, and video models together in one interactive playground. With vibe coding, developers can use natural language to quickly turn ideas into working AI applications. The platform reduces friction by generating functional apps that are ready for deployment with minimal setup. Built-in integrations like Google Search enhance real-world use cases. Google AI Studio also centralizes API key management, usage monitoring, and billing. It offers a fast, intuitive path from prompt to production powered by vibe coding workflows. 41 Ratings Visit Website LTX LTX is an open foundation model for video, audio, and world simulation. You get full control over your AI: run LTX locally on your own hardware, fine tune it on your own IP, and generate video and audio as one unified output instead of stitching together separate tools. The latest model, LTX-2.5, is a 22B-parameter dual-stream diffusion transformer that generates native 4K video at up to 50fps, with synchronized audio and video produced in a single pass. Weights, code, and research are fully open, and independent benchmarking from Artificial Analysis ranks LTX among the top 3 AI video models globally. Access LTX three ways: download the open weights and run it yourself, license the model for on-premise deployment with enterprise support, or build on LTX Studio, the production suite for creative teams and studios. Teams at ElevenLabs, Asteria Film Co., Magnopus, and NVIDIA already build on LTX. LTX is production infrastructure for AI teams generating motion and physical environments inside their own pipelines, not a consumer app for one-off clips. 182 Ratings Visit Website Google Workspace Google Workspace with Gemini integrates premium AI into Gmail, Docs, Drive, Meet, and more, helping businesses work smarter, not harder. Draft emails faster, generate ideas, and summarize documents effortlessly with AI-powered assistance. Manage tasks, schedule meetings, and stay organized across devices with seamless collaboration tools. Whether you're handling client communications, creating content, or running daily operations, Workspace helps businesses stay productive and focused. Workspace provides companies with professional branding (e.g., name@yourcompany), pooled cloud storage, and strict data privacy, ensuring your business data belongs entirely to you and is never used for advertising purposes. Gemini, Google’s most powerful AI, is now seamlessly integrated into the apps you already use. Instead of juggling fragmented apps, Workspace offers a unified, highly productive environment. Save 25% today on any plan (Starter, Standard, or Plus) for your first 3 months by clicking "Save 25%" above! 69,146 Ratings Visit Website LM-Kit.NET LM-Kit.NET is a complete local AI runtime for .NET that lets engineering teams ship AI-powered features without cloud dependencies, per-token costs, or data leaving the network. Most .NET AI integrations stop at inference. LM-Kit.NET covers the full range of capabilities production applications actually need: agentic workflows with tool calling, planning, and memory; document intelligence with OCR and structured extraction; retrieval-augmented generation with built-in vector storage; multilingual speech-to-text; vision and multimodal understanding; text analysis with classification, NER, PII extraction, and sentiment; and text generation with translation, summarization, and constrained output. Ships in one NuGet package, runs in-process with no sidecar services, and works across all major hardware acceleration backends. Drop-in replacement for Semantic Kernel through its Microsoft.Extensions.AI compatibility layer. 29 Ratings Visit Website Google Cloud BigQuery BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven. Gemini in BigQuery offers AI-driven tools for assistance and collaboration, such as code suggestions, visual data preparation, and smart recommendations designed to boost efficiency and reduce costs. BigQuery delivers an integrated platform featuring SQL, a notebook, and a natural language-based canvas interface, catering to data professionals with varying coding expertise. This unified workspace streamlines the entire analytics process. 2,027 Ratings Visit Website AthenaHQ AthenaHQ is a cutting-edge platform for Generative Engine Optimization (GEO), designed to help brands optimize their visibility and performance across AI-driven search platforms like ChatGPT, Gemini, Perplexity, DeepSeek, Google's AI Overviews, and more. With Athena, companies can monitor AI perception, identify content gaps, and adjust strategies for better AI-driven discovery. AthenaHQ offers features like competitor analysis, sentiment analysis, and AI search volume tracking, making it easier for companies to align with the evolving search ecosystem. By understanding AI’s role in brand discovery, AthenaHQ empowers brands to stay ahead in the rapidly changing AI landscape. 36 Ratings Visit Website Evertune Evertune is the Generative Engine Optimization (GEO) platform for enterprise brands that need to know -- and improve -- how AI models represent them. When buyers use ChatGPT, Gemini, Perplexity or AI Overviews to research a category, your brand either shows up confidently or it doesn't show up at all. Evertune closes the gap between knowing you have a visibility problem and solving it. We prompt across every major LLM at scale -- ChatGPT, Gemini, Claude, Perplexity, Meta AI, Copilot, DeepSeek, AI Overviews and AI Mode -- combining direct API access to foundational model knowledge, consumer app data and our 25M-person EverPanel of real internet users. That combination delivers statistically significant insights, not metrics that shift unpredictably from one query to the next. From there, Evertune translates data into action: identifying which pages on your site need optimization, generating content tailored to your brand voice and designed for AI visibility, surfacing the source U 1 Rating Visit Website Gemini Credit Card The Gemini Credit Card® offers a unique way to earn crypto rewards on every purchase, with instant deposits to your Gemini account. Users can earn up to 4% back on gas, 3% on dining, and 2% on groceries, along with 1% on everything else. With no annual or foreign transaction fees, it’s the perfect tool for both everyday spending and crypto investment. Rewards are automatically deposited in your chosen cryptocurrency (BTC, ETH, or over 50 other cryptos), and the card features security-first design with a sleek metal build available in black, silver, or rose gold. 2 Ratings Visit Website AuthorityTech AuthorityTech is the world's first Machine Relations agency, placing brands in the Tier-1 publications that AI engines trust, retrieve, and cite. Traditional PR was built for humans; AuthorityTech is engineered for the machine. Leveraging an unparalleled network of the top media brands in the world, the agency secures premium media coverage structured so ChatGPT, Perplexity, Gemini, and Google AI Overviews can seamlessly understand a brand, map it to its category, and cite it when buyers ask high-intent questions. Coined by founder Jaxon Parrott and led in practice by Christian Lehman, Machine Relations unifies GEO, AEO, AI SEO, and PR into a single system for building machine trust through earned media. How it works: Map: The agency analyzes target categories and competitor LLM prompts. Match: Aligns the brand narrative with authoritative outlets. Place: Secures guaranteed placements via relationship-led outreach rather than cold-pitch volume. 2 Ratings Visit Website
About Gemini 3.5 Flash is Google’s latest frontier AI model designed to combine advanced intelligence, high-speed performance, and agentic workflow execution for developers, enterprises, and everyday users. Built as part of the Gemini 3.5 family, the model excels at coding, long-horizon reasoning, multimodal understanding, and complex multi-step automation tasks while delivering significantly faster output speeds than many competing frontier models. Gemini 3.5 Flash powers AI agents capable of planning, executing, and managing workflows such as application development, codebase maintenance, data analysis, and financial document preparation through the Antigravity harness. The model also supports rich multimodal experiences by generating interactive graphics, dynamic web interfaces, animations, and advanced visual content. Gemini 3.5 Flash is integrated across Google products including the Gemini app, Google Search AI Mode, Google Antigravity, Google AI Studio, Android Studio, and more.	About Smaug Flash is a family of three open-weight models fine-tuned by Abacus.AI for production agentic workloads, with each model positioned at a different point on the capability–efficiency curve. The line is trained using human-curated real-world agentic traces combined with synthetic data grounded in difficult examples, producing gains in agentic coding, real-world tool use, automation, long-context reasoning, and instruction following. Smaug Flash, based on DeepSeek V4 Flash 0731, is the workhorse model for enterprise self-improving agents where speed, efficiency, and reliable agent performance need to coexist. It is specifically tuned to reduce the spins and confusion that can appear during long-context tool use while retaining the base model’s speed advantages. Smaug Mini, based on Qwen3.8 27B, targets multimodal use cases and smaller reasoning tasks in a more compact package, with stronger real-world agentic ability for one-off workflows.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers, enterprises, AI engineers, business teams, and organizations seeking high-performance multimodal AI models for coding, automation, agentic workflows, and intelligent application development	Audience Developers, AI researchers, and enterprises seeking models optimized for coding, tool use, automation, multimodal tasks, and long-running agentic workflows
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $1.50 per 1M tokens (input) Input: $1.50 per 1 million tokens Output: $9.00 per 1 million tokens Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros Gemini 3.5 Flash is seriously impressive when it comes to speed. What stands out most is that it delivers high-end AI performance without feeling slow or heavy. Responses are fast, coding help is excellent, and it handles complex multi-step tasks far better than previous Gemini models. For someone who uses AI constantly throughout the workday, that balance of speed and intelligence makes a huge difference. I’ve also been impressed by how capable it is with agentic workflows. Whether it’s organizing research, generating documents, helping with coding, or handling long prompts with lots of context, 3.5 Flash feels much more reliable and focused. It’s especially useful inside the Gemini app and Workspace tools because it can actually help complete tasks instead of just answering questions. The multimodal improvements are another huge plus. The model handles text, graphics, UI generation, and interactive content much better than before. It feels more polished and more practical for real-world work, especially for developers, analysts, and teams handling large projects. Cons Even though the model is incredibly fast, there are still occasional moments where outputs need refinement, especially for highly technical or nuanced requests. I still review important drafts, code, or generated workflows before fully relying on them.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Google Founded: 1998 United States gemini.google.com	Company Information Abacus.AI Founded: 2019 United States abacus.ai/smaug
Alternatives Claude Sonnet 5.5 Anthropic	Alternatives Gemini 3.5 Flash-Lite Google
Claude Fable 5.1 Anthropic	MiniMax M3 MiniMax
Claude Mythos 5.1 Anthropic	DeepSeek-V4 DeepSeek
Gemini 3.6 Flash Google	Hy3 Tencent
Gemini 3.8 Flash Cyber Google View All	Qwen3.6-Plus Alibaba View All
Categories AI Coding Models Supported AI Models Supported AI Reasoning Models Supported AI Vision Models Supported Foundation Models Supported Large Language Models Supported Multimodal Models Supported	Categories AI Coding Models Supported

Integrations Android Studio Supported Bash Supported C Supported Dart Supported Gemini Supported Gemini 3.7 Flash Supported Gemini Computer Use Supported Gemini Enterprise Supported Google Supported Google AI Overviews Supported Google AI Plus Supported Google AI Studio Supported Kubernetes Supported PowerShell Supported R Supported SQL Supported Solidity Supported Swift Supported TypeScript Supported YAML Supported Show More Integrations View All 62 Integrations	Integrations Android Studio Not Supported Bash Not Supported C Not Supported Dart Not Supported Gemini Not Supported Gemini 3.7 Flash Not Supported Gemini Computer Use Not Supported Gemini Enterprise Not Supported Google Not Supported Google AI Overviews Not Supported Google AI Plus Not Supported Google AI Studio Not Supported Kubernetes Not Supported PowerShell Not Supported R Not Supported SQL Not Supported Solidity Not Supported Swift Not Supported TypeScript Not Supported YAML Not Supported Show More Integrations
Claim Gemini 3.5 Flash and update features and information Claim Gemini 3.5 Flash and update features and information	Claim Smaug Flash and update features and information Claim Smaug Flash and update features and information