Inkling 2 Small

Inkling 2 Small

Thinking Machines Lab
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About

Gemini 4 Carbon is an advanced multimodal AI reasoning model developed by Google DeepMind for cybersecurity, software engineering, scientific research, and autonomous agent workflows. Building on Gemini 4 Argon, the model delivers improved performance in vulnerability discovery, exploit validation, secure code generation, and automated software patching. Its long-horizon reasoning capabilities enable AI agents to work through complex engineering problems over extended periods, including debugging large codebases and resolving low-level system issues. Gemini 4 Carbon also supports full-stack web development, multimodal understanding, technical analysis, and multistep task execution. The model incorporates safety mechanisms for prompt injection resistance, monitoring, and alignment while reducing unsupported claims and unauthorized actions.

About

Inkling 2 Small is a multimodal AI model developed by Thinking Machines Lab for advanced reasoning, autonomous software engineering, visual understanding, and AI agent development. The model uses a mixture-of-experts architecture with 594 billion total parameters and 17 billion active parameters to balance intelligence and computational efficiency. It supports text and image inputs, a context window of up to one million tokens, and configurable reasoning effort for tasks requiring different levels of analysis. Its agentic capabilities enable autonomous code generation, debugging, website development, scientific research, and complex multistep workflows involving external tools. Inkling 2 Small also supports fine-tuning and reinforcement learning through Thinking Machines Lab's Tinker platform, allowing developers to customize the model for specialized applications.

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

Cybersecurity researchers, security operations teams, penetration testers, vulnerability researchers, software developers, AI engineers, autonomous agent developers, DevSecOps professionals, scientific researchers, enterprise IT teams, and organizations seeking advanced AI reasoning, secure code generation, automated vulnerability remediation, and long-horizon software engineering automation

Audience

AI developers, machine learning engineers, software developers, autonomous agent researchers, data scientists, AI research laboratories, DevOps professionals, computational scientists, enterprise AI teams, and organizations seeking multimodal language models, long-context reasoning, AI coding agents, reinforcement learning, model fine-tuning, visual understanding, and autonomous research capabilities

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 Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$2 per 1M tokens (input)
$2 per million input tokens and $10 per million output tokens, with cached input tokens priced at 95% off input token price.
Free Version Not Supported
Free Trial Not Supported

Pricing

$0.30 per million input tokens
$0.30 per million input tokens, $0.03 per million cached input tokens, and $1.00 per million output tokens
Free Version Not Supported
Free Trial Not Supported

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

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

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.com

Company Information

Thinking Machines Lab
Founded: 2025
United States
thinkingmachines.ai/

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Inkling

Inkling

Thinking Machines Lab

Categories

AI Coding Models Supported
AI Models Supported
AI Vision Models Supported
Foundation Models Supported
Multimodal Models Supported

Categories

Integrations

Model Context Protocol (MCP) Supported
Android Studio Supported
C# Supported
C++ Supported
CSS Supported
Gemini 3.5 Flash Cyber Supported
Gemini 3.5 Flash-Lite Supported
Gemini Computer Use Supported
Gemini Managed Agents Supported
Go Supported
Google AI Mode Supported
HTML Supported
Lua Supported
OfoxAI Supported
PowerShell Supported
Python Supported
Replit Supported
Scala Supported
Solidity Supported
Swift Supported

Integrations

Model Context Protocol (MCP) Supported
Android Studio Not Supported
C# Not Supported
C++ Not Supported
CSS Not Supported
Gemini 3.5 Flash Cyber Not Supported
Gemini 3.5 Flash-Lite Not Supported
Gemini Computer Use Not Supported
Gemini Managed Agents Not Supported
Go Not Supported
Google AI Mode Not Supported
HTML Not Supported
Lua Not Supported
OfoxAI Not Supported
PowerShell Not Supported
Python Not Supported
Replit Not Supported
Scala Not Supported
Solidity Not Supported
Swift Not Supported
Claim Gemini 4 Carbon and update features and information
Claim Gemini 4 Carbon and update features and information
Claim Inkling 2 Small and update features and information
Claim Inkling 2 Small and update features and information