Kimi K3.1 Pro Reviews

Kimi K3.1 Pro

5.0 out of 5 stars

Average Ratings 0 Ratings

Total 0 out of 5 stars
ease 0 out of 5 stars
features 0 out of 5 stars
design 0 out of 5 stars
support 0 out of 5 stars

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Average Ratings 1 Rating

Total 5 out of 5 stars
ease 5 out of 5 stars

Description

GPT-6.2 Sol is an unannounced AI reasoning model reportedly being developed by OpenAI as a potential successor to GPT-6.1 Sol. The model identifier has appeared in screenshots of Google Cloud Console quota settings, although OpenAI has not confirmed that the model is available for public or enterprise use. GPT-6.2 Sol is expected to build on the Sol family's capabilities in complex reasoning, software engineering, professional knowledge work, and agentic automation. Potential programming features include source code generation, debugging, repository analysis, automated testing, and implementation of software development tasks. Its anticipated reasoning capabilities may support mathematical problem-solving, technical research, document processing, and analysis of complex business information. The model could also enable autonomous AI agents to interact with external applications, execute tools, manage workflows, and complete tasks involving multiple dependent steps. Improvements in instruction following, factual accuracy, task persistence, and computational efficiency may be development priorities, although no official evaluations have established these changes. If released, GPT-6.2 Sol could support applications involving AI coding assistants, enterprise automation, customer service, research, and developer productivity. OpenAI has not published a model card, context window specification, supported modality list, pricing information, or confirmed release date for GPT-6.2 Sol.

Description

Kimi K3.1 Pro is an advanced multimodal AI reasoning model developed by Moonshot AI for software engineering, autonomous agents, technical design, and analytical knowledge work. Built on the Kimi K3 architecture, the model uses approximately 2.8 trillion total parameters with 104 billion active parameters and supports a one-million-token context window. Its enhanced reasoning capabilities enable complex, multistep problem-solving across programming, scientific analysis, financial research, and business operations. Coding features include source code generation, debugging, repository-level modifications, automated testing, and end-to-end application development. The model can create interactive websites, Three.js environments, games, and software projects using development frameworks and engines such as Unity, Unreal Engine, and Godot. Its spatial reasoning capabilities support CAD code generation, parametric modeling, 3D asset creation, and geometry adjustments through tools such as Blender. Financial analysis capabilities include spreadsheet modeling, document-based research, numerical reasoning, and investment analysis using information from multiple sources. Kimi K3.1 Pro supports text and image inputs, external tool use, and long-running agentic workflows that require planning and iterative execution. The model is accessible through Kimi applications and APIs, with an additional Highspeed version designed to deliver approximately two to three times faster responses.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

No images available

Screenshots View All

Integrations

AiAssistWorks Yes 
C Yes 
Go Yes 
HTML Yes 
Kubernetes Yes 
Objective-C Yes 
Oh My OpenAgent Yes 
OpenCode Yes 
PHP Yes 
PowerShell Yes 
PrivatClaw Yes 
Python Yes 
React Yes 
Ruby Yes 
Rust Yes 
SQL Yes 
TypeScript Yes 
Vercel AI Gateway Yes 
Visual Studio Code Yes 
YAML Yes 

Integrations

AiAssistWorks Yes 
C Yes 
Go Yes 
HTML Yes 
Kubernetes Yes 
Objective-C Yes 
Oh My OpenAgent Yes 
OpenCode Yes 
PHP Yes 
PowerShell Yes 
PrivatClaw Yes 
Python Yes 
React Yes 
Ruby Yes 
Rust Yes 
SQL Yes 
TypeScript Yes 
Vercel AI Gateway Yes 
Visual Studio Code Yes 
YAML Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$2 per 1M tokens
API usage is pay-as-you-go: $2 per million input tokens and $10 per million output tokens. Cached input is $0.20 per million tokens; cache writes are $2 per million tokens. Kimi Code also provides tier-based membership access, with quotas and context limits depending on the tier.
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 Yes 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
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

OpenAI

Founded

2015

Country

United States

Website

openai.com

Vendor Details

Company Name

Moonshot AI

Founded

2023

Country

China

Website

www.kimi.ai/

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