Average Ratings 1 Rating
Average Ratings 1 Rating
Description
Cursor has introduced Composer 2.5, a next-generation AI coding assistant built to deliver stronger reasoning, better collaboration, and improved reliability during software development tasks. The upgraded model performs better on long-running coding workflows and can manage complicated instructions with greater consistency than earlier Composer versions. Cursor expanded the training process by scaling compute resources, generating more advanced reinforcement learning environments, and refining behavioral traits that improve the developer experience. One of the key innovations in Composer 2.5 is its targeted textual feedback system, which helps the model learn from localized mistakes inside long coding trajectories instead of relying only on broad reward signals. This training method allows the AI to improve coding style, communication quality, and tool usage accuracy in a more focused way. The company also increased the amount of synthetic coding data by 25 times compared to Composer 2, giving the model exposure to more difficult and realistic programming tasks. During development, the system demonstrated sophisticated reasoning abilities by uncovering hidden implementation details and reverse-engineering deleted functionality inside synthetic environments. Composer 2.5 additionally uses advanced distributed training methods such as Sharded Muon and dual mesh HSDP to optimize large-scale model training performance. Available directly inside Cursor, the model comes in both standard and fast variants with different pricing tiers designed for developers, teams, and enterprise-scale engineering workflows.
Description
DeepSeek-V4.1-Flash is a highly efficient and adaptable AI model tailored for complex tasks in coding, creativity, agentic functions, and spatial reasoning. Building on its predecessor, DeepSeek-V4-Flash, this version prioritizes rapid output generation while ensuring robust performance on intricate challenges, achieving over 400 tokens per second with peak performance reaching approximately 427 tokens per second in tests. The model is equipped to handle sophisticated programming tasks, craft immersive 3D environments, develop voxel-based creations, and analyze spatially intricate scenes and simulations. Noteworthy demonstrations showcase its versatility through Minecraft-inspired worlds, traditional Chinese gardens, racing tracks, dungeon exploration, exploded camera perspectives, and other scenarios that require a blend of coding skills and spatial comprehension. Its advanced capabilities position it as an ideal choice for quick prototyping, game design, 3D modeling, architecture, academic research, and various other technical or artistic endeavors where speed in iteration is crucial. Additionally, the model's innovative features allow it to adapt to diverse project requirements, further enhancing its usefulness across multiple domains.
API Access
Has API
API Access
Has API
Integrations
.NET
C++
Cheaper Inference
Cline
ClinePass
Cursor
Dart
DeepSeek Harness
DeepSeek-V4
Grok Build
Integrations
.NET
C++
Cheaper Inference
Cline
ClinePass
Cursor
Dart
DeepSeek Harness
DeepSeek-V4
Grok Build
Pricing Details
$0.50/M input
$0.50/M input and $2.50/M output tokens
Free Trial
Free Version
Pricing Details
No price information available.
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
Cursor
Founded
2022
Country
United States
Website
cursor.com
Vendor Details
Company Name
DeepSeek
Founded
2023
Country
China
Website
deepseek.com