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Description

Gemini 4 Flash, reportedly known by the codename Hydrogen, is an anticipated multimodal AI model from Google DeepMind that has not yet received an official product announcement. The model is expected to extend Google's Flash family, which focuses on efficient inference, low latency, and practical AI capabilities for developers and businesses. Potential applications include natural language processing, software development, document understanding, image analysis, and conversational AI. Based on previous Gemini Flash releases, Hydrogen may support text, image, audio, and video inputs for multimodal analysis. Its anticipated reasoning capabilities could assist with programming, mathematical problem-solving, information extraction, and multistep business tasks. Integration with external tools and APIs could enable developers to build AI assistants and automated workflows that interact with enterprise systems. The model may also support structured data generation, search grounding, and configurable reasoning settings, although these features remain unconfirmed. Google's existing Flash lineup includes Gemini 3.8 Flash, which supports software engineering, autonomous agents, and enterprise workflows. Google has not officially verified the Hydrogen codename or published technical specifications, benchmark results, API pricing, or availability details for Gemini 4 Flash.

Description

Kimi K3 is a large-scale AI model from Moonshot AI designed for advanced reasoning, software engineering, visual understanding, agentic workflows, and knowledge work. The model is built with 2.8 trillion parameters and uses Kimi Delta Attention, a hybrid linear attention design created to support long-context intelligence. It also includes Attention Residuals and a native 1 million token context window, giving developers room to work with large files, repositories, documentation sets, transcripts, and enterprise knowledge bases. Kimi K3 always runs with thinking mode enabled and currently supports maximum reasoning effort by default. Developers can access the model through Moonshot’s OpenAI-compatible API using Python, cURL, and the OpenAI SDK. The API supports standard chat completions, streaming output, structured JSON Schema responses, partial continuation from a prefix, custom tool calling, required tool choice, and dynamic tool loading. Kimi K3 also supports vision inputs, including local images encoded as base64 and video files uploaded through the file API. Automatic context caching helps repeated long-prefix workflows become more efficient without requiring manual cache IDs or extra cache parameters. By combining long context, visual understanding, tool use, structured output, and advanced reasoning, Kimi K3 is built for developers creating sophisticated AI agents, coding systems, research tools, and enterprise applications.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

No images available

Screenshots View All

Integrations

C Yes 
C# Yes 
C++ Yes 
CSS Yes 
Factory Droid Yes 
Go Yes 
HTML Yes 
Java Yes 
JavaScript Yes 
JetBrains Junie Yes 
Lua Yes 
OpenClaw Yes 
Python Yes 
Ruby Yes 
SQL Yes 
Scala Yes 
Solidity Yes 
Vercel AI Gateway Yes 
XML Yes 
YAML Yes 

Integrations

C Yes 
C# Yes 
C++ Yes 
CSS Yes 
Factory Droid Yes 
Go Yes 
HTML Yes 
Java Yes 
JavaScript Yes 
JetBrains Junie Yes 
Lua Yes 
OpenClaw Yes 
Python Yes 
Ruby Yes 
SQL Yes 
Scala Yes 
Solidity Yes 
Vercel AI Gateway Yes 
XML Yes 
YAML Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$3 per 1M tokens (input)
Kimi K3 is priced per 1 million tokens:

Cached input: $0.30
Uncached input: $3.00
Output: $15.00
Context window: 1,048,576 tokens

Cached inputs cost 90% less than uncached inputs, while generated output is the most expensive token category. Prices exclude applicable taxes, which are calculated based on the customer’s jurisdiction.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Google

Founded

1998

Country

United States

Website

gemini.com

Vendor Details

Company Name

Moonshot AI

Founded

2023

Country

China

Website

kimi.ai

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