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Description
DeltaForce is a robust application analytics platform that offers in-depth insights into enterprise applications and databases. By utilizing automated knowledge bases for intricate applications built on various languages and technologies, DeltaForce helps organizations enhance development and maintenance efficiency. The tool leverages patented technology to automatically import and scrutinize both source files and database schemas, effectively identifying the detailed object-level dependencies that exist between them. Furthermore, DeltaForce operates based on fundamental user input configurations, eliminating the need for users to manually track dependency information. This functionality allows for seamless imports and analyses of both source files and database schemas, facilitating the mapping of relationships within a program. With DeltaForce, organizations can streamline their application management processes and enhance overall productivity.
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
API Access
Has API
Integrations
AiAssistWorks
Alibaba AI Coding Plan
C++
Cherry Studio
Claude Code
Command Code
Go
Kimi
Kimi Claw
Kotlin
Integrations
AiAssistWorks
Alibaba AI Coding Plan
C++
Cherry Studio
Claude Code
Command Code
Go
Kimi
Kimi Claw
Kotlin
Pricing Details
No price information available.
Free Trial
Free Version
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.
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
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
We-Bridge
Founded
2020
Country
United States
Website
we-bridge.com/products/deltaforce/
Vendor Details
Company Name
Moonshot AI
Founded
2023
Country
China
Website
kimi.ai
Product Features
Application Performance Monitoring (APM)
Baseline Manager
Diagnostic Tools
Full Transaction Diagnostics
Performance Control
Resource Management
Root-Cause Diagnosis
Server Performance
Trace Individual Transactions