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What is Gemini 3.1 Pro?

Gemini 3.1 Pro is Google’s most powerful multimodal AI model to date, engineered to help developers transform ambitious ideas into intelligent, real-world applications. It sets a new benchmark in reasoning, code generation, and multimodal comprehension, outperforming earlier iterations in both speed and depth of capability. Built with advanced long-context processing, the model maintains awareness across extensive codebases and documents, making it highly effective for complex development tasks. Its agentic workflow capabilities allow it to autonomously write, debug, optimize, and refactor code across entire projects with minimal supervision. Beyond text-based intelligence, Gemini 3.1 Pro excels in interpreting images, video, and spatial data, unlocking innovative possibilities in robotics, XR environments, and interactive computing. The model can analyze documents, generate structured outputs, and connect insights across multiple input formats seamlessly. Developers can integrate Gemini 3.1 Pro through the Gemini API, Google AI Studio, or Vertex AI, ensuring compatibility with enterprise-grade infrastructure. Its flexible deployment options make it suitable for startups, research teams, and large-scale production systems alike. By combining coding expertise with visual and contextual understanding, the model supports truly multimodal application development. From building autonomous agents to creating immersive interactive apps from a single prompt, it accelerates innovation across industries. The architecture is optimized for precision, efficiency, and scalable performance in demanding workflows. As a next-generation AI foundation, Gemini 3.1 Pro represents a significant leap toward intelligent systems capable of reasoning, creating, and operating across diverse digital environments.

What is Composer 1.5?

Composer 1.5 stands as the latest coding model from Cursor, designed to significantly boost both speed and analytical capabilities for routine programming tasks, boasting an impressive 20-fold enhancement in reinforcement learning compared to its predecessor, which results in superior performance when addressing real-world coding challenges. This innovative model operates as a "thinking model," producing internal reasoning tokens that aid in evaluating a user's codebase and planning future actions, which allows it to respond quickly to simple problems while engaging in deeper reasoning for more complex issues. Furthermore, it ensures interactivity and efficiency, making it perfectly suited for everyday development workflows. To manage lengthy tasks, Composer 1.5 incorporates a self-summarization feature that enables the model to distill information and maintain context when it reaches certain limits, thereby ensuring accuracy across various input lengths. Internal assessments reveal that Composer 1.5 surpasses its earlier version in coding tasks, particularly shining in its ability to handle intricate challenges, which enhances its applicability for interactive solutions within Cursor's platform. Not only does this advancement represent a leap forward in coding assistance technology, but it also promises to significantly enhance the overall development experience for users, making it a vital tool for modern programmers.

Media

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Media

Integrations Supported

Cursor
Aider
Anything
C++
Charlie
CometAPI
Dyad
Gemini 3 Pro Image
GitHub
Java
JavaScript
Kotlin
LTX
NextDocs
OpenCode
PHP
Ruby
Skymel
T3 Chat
Visual Basic

Integrations Supported

Cursor
Aider
Anything
C++
Charlie
CometAPI
Dyad
Gemini 3 Pro Image
GitHub
Java
JavaScript
Kotlin
LTX
NextDocs
OpenCode
PHP
Ruby
Skymel
T3 Chat
Visual Basic

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$20 per month
Free Trial Offered?
Free Version

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

Google

Date Founded

1998

Company Location

United States

Company Website

deepmind.google/models/gemini/

Company Facts

Organization Name

Cursor

Date Founded

2023

Company Location

United States

Company Website

cursor.com/blog/composer-1-5

Categories and Features

Categories and Features

Popular Alternatives

Popular Alternatives

No Alternatives
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