SWE-2 Flash
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Description
Regardless of whether you are an inexperienced or seasoned real estate professional, the key to your success lies in accurately pricing your listings for the market and ensuring they appraise at the contract price. With FlashCMA's remarkable precision, you can quickly generate a comprehensive report, ready to impress your client within moments! Currently, no other CMA software across the United States can match the capabilities of FlashCMA. If there are comparable properties available, FlashCMA will efficiently scour the MLS to locate the most relevant comps for you without delay. Following that, it will automatically make adjustments based on the appropriate actuarial values, allowing you to receive a detailed CMA report—often exceeding ten pages—in mere seconds. This report is not only professionally crafted but also grounded in the same essential principles utilized by expert appraisers, ensuring its accuracy and relevance. In a competitive real estate market, having access to such a powerful tool can significantly enhance your efficiency and client satisfaction.
Description
SWE-2 Flash is a high-speed AI software engineering model developed by Cognition for automated coding, development workflows, and technical problem-solving. The model is based on Inkling-Small from Thinking Machines and uses a mixture-of-experts architecture containing 276 billion total parameters and 12 billion active parameters. Cognition applies large-scale mid-training and reinforcement learning to improve the model's programming accuracy, reasoning capabilities, and ability to complete complex software engineering tasks. SWE-2 Flash supports code generation, repository maintenance, automated code reviews, feature implementation, documentation updates, and agent-driven software development. Its optimized architecture delivers approximately 200 tokens per second, making it three times faster than SWE-2 while operating at one-fifth the inference cost. The model achieved a score of 24.0% on FrontierCode 2.0, 45.5% on FrontierCode 1.1 Main, and 89.2% on Terminal-Bench 2.1 in Cognition's published evaluations. Training improvements also target general reasoning, problem-solving, and cybersecurity tasks to expand the range of activities supported by autonomous coding agents. SWE-2 Flash is available in Devin Desktop and CLI, allowing developers to incorporate the model into interactive and automated software engineering workflows. Cognition is also developing a controlled model-weight access program for trusted industry partners and researchers interested in fine-tuning, infrastructure control, and deployment in sensitive environments.
API Access
Has API
No
API Access
Has API
No
Integrations
C
No
C++
No
CSS
No
Cerebras
No
Dart
No
JSON
No
Kotlin
No
Kubernetes
No
Lua
No
MATLAB
No
Integrations
C
Yes
C++
Yes
CSS
Yes
Cerebras
Yes
Dart
Yes
JSON
Yes
Kotlin
Yes
Kubernetes
Yes
Lua
Yes
MATLAB
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
$20/month
Free Trial
No
Free Version
Yes
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
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
Yes
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
No
Webinars
Yes
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
FlashCMA
Country
United States
Website
flashcma.com
Vendor Details
Company Name
Cognition
Founded
2023
Country
United States
Website
cognition.com
Product Features
Real Estate CMA
Contact Management
No
Lead Capture
No
Market Charts
No
Presentation Tools
No
Price Forecasting
No
Proposal Generation
No
Templates
No
