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Description

CogniFit stands out as a prominent provider of customized online cognitive training solutions aimed at evaluating and improving a range of cognitive abilities for individuals of all ages. Their platform, which is backed by scientific research, features more than 60 interactive games and mental exercises that focus on enhancing skills such as memory, attention, reasoning, and coordination. Users can start with a complimentary assessment to gain insights into their cognitive strengths and weaknesses, after which they can participate in personalized training programs that aim to bolster specific areas of cognitive function. The resources offered by CogniFit are beneficial not only for individuals looking to enhance their mental capabilities but also for professionals in fields like healthcare, education, and research, who utilize these tools to facilitate cognitive growth and recovery. Track your cognitive performance with daily and weekly score updates, set achievable goals to boost your scores through consistent brain training sessions, and create a structured plan to practice as frequently as needed to achieve your objectives. This comprehensive approach ensures that users can actively engage in their cognitive development journey.

Description

SWE-2 is a software engineering model from Cognition built for agentic coding tasks that require strong performance at lower computational and monetary cost. It is post-trained from the Kimi K3 base model and extends Cognition’s earlier SWE-1.7 training approach with a new reinforcement learning method for jointly optimizing multiple reasoning-effort settings. Medium, high, and maximum effort modes provide different tradeoffs between speed, cost, exploration, and verification depending on task complexity. The model is trained to inspect only the parts of a codebase that are likely to matter, helping it reach implementation faster and reduce unnecessary exploration. SWE-2 can generate and modify code, run tests, analyze repositories, work through terminal tasks, and verify whether implementations satisfy user requirements. Cognition also reports improvements in end-to-end test creation, regression detection, instruction following, and re-deriving conclusions when challenged. Its training process incorporates cost-aware rewards, length-weighted reward baselines, expanded reinforcement learning environments, and hardened verifiers intended to improve both efficiency and reliability. SWE-2 is positioned as a cost-efficient alternative to larger frontier coding models while remaining competitive on software engineering benchmarks such as FrontierCode, DeepSWE, and Terminal-Bench. The model is available in Devin Desktop and Devin CLI and is being introduced to additional Cognition products including Devin Web and Fusion.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Cerebras No 
Devin No 
Devin Desktop No 
HTML No 
JavaScript No 
Kubernetes No 
Lua No 
Objective-C No 
PHP No 
PowerShell No 
R No 
Ruby No 
Rust No 
SQL No 
Scala No 
Solidity No 
Terraform No 
TypeScript No 
XML No 
YAML No 

Integrations

Cerebras Yes 
Devin Yes 
Devin Desktop Yes 
HTML Yes 
JavaScript Yes 
Kubernetes Yes 
Lua Yes 
Objective-C Yes 
PHP Yes 
PowerShell Yes 
R Yes 
Ruby Yes 
Rust Yes 
SQL Yes 
Scala Yes 
Solidity Yes 
Terraform Yes 
TypeScript Yes 
XML Yes 
YAML Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

$20/month
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App Yes 
iPad App Yes 
Android App Yes 
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) Yes 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) No 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

CogniFit

Founded

1999

Country

United States

Website

www.cognifit.com

Vendor Details

Company Name

Cognition

Founded

2023

Country

United States

Website

cognition.com

Product Features

Alternatives

Alternatives

SWE-1.7 Reviews

SWE-1.7

Cognition