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What is Ox Alpha?

Ox Alpha is a stealth reasoning model created for demanding workloads involving programming, autonomous agents, multimodal information, and complex analysis. It became publicly available in August 2026 without the developer revealing which company or research lab produced it. The model is distributed under the stealth/ox-alpha identifier and has quickly attracted interest from developers experimenting with AI coding agents. Ox Alpha can process up to 1,048,576 tokens of context, allowing large amounts of source code, documentation, logs, specifications, or other material to remain available during a task. It can also produce outputs of up to 131,072 tokens, providing substantial room for detailed code, analysis, documentation, or structured results. Input support includes text, images, and video, while responses are generated as text. This multimodal capability allows the model to reason about screenshots, interface designs, diagrams, visual documentation, and video alongside written instructions. Ox Alpha supports native tool calling, which enables AI agents to interact with external functions and systems while completing multi-step workflows. Structured output capabilities can also produce schema-based JSON that applications can process programmatically. The model is particularly geared toward long-horizon software engineering work, including debugging, code review, refactoring, system design, and reasoning across large repositories. Although speculation continues about which AI company developed Ox Alpha, no creator has been publicly confirmed, making its performance and unusual technical specifications the primary basis for evaluating the model today.

What is Gemini 3.1 Flash-Lite?

Gemini 3.1 Flash-Lite is Google’s latest high-performance AI model optimized for large-scale, cost-sensitive workloads. As the fastest and most economical model in the Gemini 3 lineup, it is built to support developers who require rapid responses and predictable pricing. The model’s pricing structure—$0.25 per million input tokens and $1.50 per million output tokens—positions it as an efficient solution for production-grade deployments. It demonstrates a 2.5x faster time to first answer token compared to Gemini 2.5 Flash, along with a 45% improvement in output speed. These latency gains make it especially suitable for real-time applications and interactive systems. Performance benchmarks reinforce its competitiveness, including an Arena.ai Elo score of 1432 and strong results across reasoning and multimodal understanding tests. In several evaluations, it surpasses comparable models and even exceeds earlier Gemini generations in quality metrics. Developers can dynamically adjust the model’s “thinking levels,” offering control over reasoning depth to balance speed and complexity. This adaptability supports a wide spectrum of tasks, from high-volume translation and content moderation to generating complex user interfaces and simulations. Early adopters have reported that the model handles intricate instructions with precision while maintaining efficiency at scale. The model is accessible through the Gemini API in Google AI Studio and via Vertex AI for enterprise deployments. By combining affordability, speed, and adaptable intelligence, Gemini 3.1 Flash-Lite delivers scalable AI performance tailored for modern development environments.

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Integrations Supported

Cheaper Inference
Biela.dev
Brokk
Claude Code
Clojure
CometAPI
Dyad
EaseMate AI
FastRouter
Gemini Enterprise Agent Platform
Google Workspace Studio
Imagen 4
Manus AI
NextDocs
Oz
Playables Builder
Revise
Skymel
T3 Chat
omp

Integrations Supported

Cheaper Inference
Biela.dev
Brokk
Claude Code
Clojure
CometAPI
Dyad
EaseMate AI
FastRouter
Gemini Enterprise Agent Platform
Google Workspace Studio
Imagen 4
Manus AI
NextDocs
Oz
Playables Builder
Revise
Skymel
T3 Chat
omp

API Availability

Has API

API Availability

Has API

Pricing Information

$0 per 1M tokens
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Ox Alpha

Company Website

openrouter.ai/compare/stealth/ox-alpha

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

gemini.google.com

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