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Train, collaborate, build and launch with FLock.

Explore decentralised model training with AI Arena, federated refinement with FL Alliance, model inference through the API Platform, and model assets with FOMO. Choose the product that fits what you want to build.
AI ArenaFOMOAPI Platform

Explore
FLock Products

AI Arena

Train and validate AI models.

Contribute to decentralised AI training as a training node, validator or delegator. Explore available tasks and follow the role-specific documentation for setup and participation requirements.

Open AI ArenaExplore participation roles

Stake to Develop

Train and validate AI models to earn performance-based rewards

Stake to Develop

Stake to Earn

Delegate tokens to earn passive rewards without technical requirements

Stake to Earn

Ready to join the FLock?

Start BuildingFollow us on X

FOMO

Launch and explore Real Model Assets.

FOMO connects AI model deployments with Model Tokens and usage-linked incentives. The API Platform serves inference requests, while FOMO provides the launch and token mechanisms around model assets.

Understand FOMO

RMA Issuers

Launch a model asset and manage its deployment. Review the launch requirements and operating responsibilities in the FOMO documentation.

Explore Launches

RMA Supporters

Explore model launches and review their participation terms, funding requirements and token mechanisms before taking part.

Explore Model Assets

AI Users

Discover supported models on the API Platform, compare pricing and connect your application through an API key.

Explore Models
API PLATFORM

FLOCK API PLATFORM

Multiple models. One API.
Build with supported AI models through a unified API. Compare model capabilities and live pricing, create an API key, and follow the integration guide to connect your application.

Explore models → Create an account and team → Generate an API key → Add credits and connect

Explore Models ↗ (opens in a new tab)Start Building (opens in a new tab)

THIS/THAT Model

FLock

Built by FLock

Typed decision · Classification · Policy evaluation

Input
$0
Output
$0

USD / 1M tokens

Turn rules and facts into decisions. Choose from predefined answers for classification and decision workflows.

View model details (opens in a new tab)

DeepSeek V4 Pro

DeepSeek

Text · Tools · Reasoning · MoE (DSA)

Input
$1.32
Output
$3.96

USD / 1M tokens

Peak/off-peak pricing: prices double during peak hours (9:00–12:00 & 14:00–18:00 Beijing Time, UTC+8, daily).

DeepSeek V4 Pro is a large-scale Mixture-of-Experts model from DeepSeek with 1.6T total parameters and 49B activated parameters, supporting a 1M-token context window. It is designed for advanced reasoning, coding, and long-horizon agent workflows, with strong performance across knowledge, math, and software engineering benchmarks. Built on the same architecture as DeepSeek V4 Flash, it introduces a hybrid attention system for efficient long-context processing and supports multiple reasoning modes to balance speed and depth depending on the task. It is well suited for complex workloads such as full-codebase analysis, multi-step automation, and large-scale information synthesis, where both capability and efficiency are critical.

View model details (opens in a new tab)

DeepSeek V4.1 Flash 1017

DeepSeek

Text · Coding · Reasoning

Input
$0.04
Output
$0.2

USD / 1M tokens

DeepSeek V4.1 Flash 1017 is the October refresh of V4.1 Flash — a fast, lightweight model for reasoning, coding and general-purpose tasks, with a 1M-token context window at a fraction of the previous price.

View model details (opens in a new tab)

Gemini 3.1 Pro Preview

Google

Text · Reasoning · Image

Input
$2 (<200K) | $4 (>200K)
Output
$12 (<200K) | $18 (>200K)

USD / 1M tokens

Gemini is a generative artificial intelligence chatbot and virtual assistant developed by Google. It is powered by the large language model of the same name, after previously being based on LaMDA and PaLM 2.

View model details (opens in a new tab)

Gemini 4 Argon

Google

Text · Image · Reasoning · Tools

Input
$2
Output
$10

USD / 1M tokens

Gemini 4 Argon is Google's latest multimodal model, pairing a 1M-token context window with vision input and tool use for long-document reasoning, coding and agentic tasks.

View model details (opens in a new tab)

GLM-5.3

Zai

Text · Coding · Reasoning

Input
$1.4
Output
$4.4

USD / 1M tokens

GLM-5.3 is the latest open-source SOTA model for advanced reasoning, coding, and agentic tasks.

View model details (opens in a new tab)

GLM-5.3 Flash

Zai

Text · Coding · Reasoning

Input
$0.07
Output
$0.25

USD / 1M tokens

GLM-5.3-Flash is a fast and efficient open-source model optimized for advanced reasoning, coding, and agentic tasks.

View model details (opens in a new tab)

Kimi K3

Kimi

Text · Reasoning · MoE

Input
$3.00
Output
$15.00

USD / 1M tokens

Kimi K3 is Kimi’s most capable flagship model to date, with 2.8 trillion parameters. It is built on Kimi Delta Attention (KDA), a hybrid linear attention mechanism, and Attention Residuals, with native visual understanding and a 1M-token context window. It is the world’s first open-source model in the 3-trillion-parameter class, designed for frontier intelligence scenarios including long-horizon coding, knowledge work, and reasoning.

View model details (opens in a new tab)

Nano Banana 2

Google

Image · Text

Input
$0.5
Output
$3 (text) | $60 (image)

USD / 1M tokens

Nano Banana 2 brings the high-speed intelligence of Gemini Flash to visual generation, making rapid edits and iteration possible. It makes once-exclusive Pro features accessible to a wider audience, including: * Advanced world knowledge: The model pulls from Gemini’s real-world knowledge base, and is powered by real-time information and images from web search to more accurately render specific subjects. This deep understanding also helps you create infographics, turn notes into diagrams and generate data visualizations. * Precision text rendering and translation: Nano Banana 2 allows you to generate accurate, legible text for marketing mockups or greeting cards. You can even translate and localize text within an image to share your ideas globally.

View model details (opens in a new tab)

Qwen3.8 Max

Qwen

Text · Reasoning · Coding

Input
$2.00
Output
$6.00

USD / 1M tokens

Qwen 3.8 Max is an advanced generative AI model designed for text generation, coding, data analysis, reasoning, and handling complex tasks with strong performance and versatility.

View model details (opens in a new tab)

DeepSeek V4 Flash

DeepSeek

Text · Tools · Reasoning · MoE (DSA)

Input
$0.44
Output
$1.32

USD / 1M tokens

Peak/off-peak pricing: prices double during peak hours (9:00–12:00 & 14:00–18:00 Beijing Time, UTC+8, daily).

DeepSeek V4 Flash is an efficiency-optimized Mixture-of-Experts model from DeepSeek with 284B total parameters and 13B activated parameters, supporting a 1M-token context window. It is designed for fast inference and high-throughput workloads, while maintaining strong reasoning and coding performance. The model includes hybrid attention for efficient long-context processing and supports configurable reasoning modes. It is well suited for applications such as coding assistants, chat systems, and agent workflows where responsiveness and cost efficiency are important.

View model details (opens in a new tab)

DeepSeek V4 Flash Vision Exp

DeepSeek

Text · MoE (DSA) · Reasoning · Tools

Input
$0.44
Output
$1.32

USD / 1M tokens

Peak/off-peak pricing: prices double during peak hours (9:00–12:00 & 14:00–18:00 Beijing Time, UTC+8, daily).

DeepSeek V4 Flash Vision Exp is an efficiency-optimized multimodal Mixture-of-Experts model from DeepSeek, designed to combine fast inference with strong vision, reasoning, and coding capabilities. It supports image understanding alongside text-based tasks, making it suitable for applications that require both visual and language intelligence. The model is optimized for responsive multimodal workloads, including image analysis, visual question answering, document understanding, coding assistants, chat systems, and agent workflows. Its experimental Vision architecture is designed to deliver capable visual reasoning while maintaining the efficiency and throughput expected from the Flash model family.

View model details (opens in a new tab)

DeepSeek V4.1 Flash

DeepSeek

Text · Coding · Reasoning

Input
$0.3
Output
$1.2

USD / 1M tokens

Peak/off-peak pricing: prices double during peak hours (9:00–12:00 & 14:00–18:00 Beijing Time, UTC+8, daily).

DeepSeek V4.1 Flash — A fast, lightweight AI model designed for efficient reasoning, coding, and general-purpose tasks, offering strong performance with low latency and cost.

View model details (opens in a new tab)

Gemini 3.7 Flash

Google

Text

Input
$0.75
Output
$3.75

USD / 1M tokens

Gemini 3.7 Flash delivers advanced intelligence at the speed and efficiency expected from the Flash series. It is designed for demanding agentic and coding workloads, combining strong reasoning, coding, and multimodal understanding with fast, responsive inference. The model is well suited for applications such as autonomous agents, software engineering, complex problem solving, multimodal analysis, and real-time AI assistants. With its balance of capability, latency, and efficiency, Gemini 3.7 Flash is optimized for high-throughput workloads that require frontier-level performance without sacrificing responsiveness.

View model details (opens in a new tab)

Kimi K2.6

Kimi

Text · Image · Tools · Reasoning

Input
$0.95
Output
$4.00

USD / 1M tokens

Kimi K2.6 is Kimi’s latest and most intelligent model, possessing stronger and more stable long-term code writing capabilities, and significantly improved instruction compliance and self-correction capabilities. It features a native multimodal architecture that supports text, image, and video input, thinking and non-thinking modes, and dialogue and agent tasks.

View model details (opens in a new tab)

MiniMax M2.5

MiniMax

Input
$0.3
Output
$1.1

USD / 1M tokens

MiniMax-M2.5 is a SOTA large language model designed for real-world productivity. Trained in a diverse range of complex real-world digital working environments, M2.5 builds upon the coding expertise of M2.1 to extend into general office work, reaching fluency in generating and operating Word, Excel, and Powerpoint files, context switching between diverse software environments, and working across different agent and human teams. Scoring 80.2% on SWE-Bench Verified, 51.3% on Multi-SWE-Bench, and 76.3% on BrowseComp, M2.5 is also more token efficient than previous generations, having been trained to optimize its actions and output through planning.

View model details (opens in a new tab)

The FLock Ecosystem

UNDP

The United Nations’ lead international development agency, working in 170 countries to eradicate poverty and achieve sustainable development goals

Public Institution

Ethereum Foundation

A non-profit organization that supports the development and research of the Ethereum network as a global public utility for decentralized applications

AI & Blockchain

Moorfields Private Eye Hospital

The London-based specialist private division of Moorfields Eye Hospital, globally recognized for excellence in ophthalmic care, research, and education

Healthcare

HONG KONG GAI

An InnoHK R&D center focused on establishing foundation models and AI applications to revolutionize how we live, work, and interact

Public Institution

AI Agence

A pharmaceutical technology company dedicated to accelerating the development of life-saving therapies by combining deep scientific expertise with autonomous AI systems

Healthcare

NHS

University College London Hospitals NHS Foundation Trust is committed to delivering top-quality patient care, excellent education, and world-class research

Healthcare

Alibaba Cloud

A global cloud leader with a mission to make it easy to do business anywhere through a comprehensive suite of cloud computing and AI services

AI & Blockchain

Tencent Cloud

A division of Tencent Holdings dedicated to enhancing the quality of life by providing industry-leading cloud solutions that drive digital transformation

AI & Blockchain

Qwen

Alibaba Cloud’s suite of large language models and AI assistants designed to handle complex reasoning, task execution, and intelligent dialogue at scale

AI & Blockchain