AdforceX

AdforceX

Cognitive Inc
SWE-2

SWE-2

Cognition
+
+

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About

Cognitive’s AdforceX is the flagship ad-layout solution in their Page Director series, redesigned from the ground up to run natively on modern macOS versions and on current Intel and Apple Silicon (M1–M4) Macs. It is fully integrated with Cognitive’s AdImport, Fido, and Split & Folio plug-ins for Adobe InDesign CC (2022–2025), offering a seamless “plan-to-print” workflow for publications. It is modern and streamlined: contextual menus, page and runsheet filtering, and support for physical and logical sectioning help users manage issue layouts easily. Detailed tools like the Page Inspector and Runsheet Inspector allow granular control over pages, ad placements, and ratios, including batch changes, while the Layout view provides a graphic representation of pages and ads for a clear overview. AdforceX automatically links ads to their digital files, supports multiple column models and page sizes in the same issue.

About

SWE-2 is Cognition’s advanced coding model designed to improve software engineering performance while reducing the cost of agentic coding workflows. The model is post-trained from Kimi K3 and uses reinforcement learning to optimize multiple reasoning-effort levels within a single training run. SWE-2 is designed to explore codebases more selectively, begin implementation sooner, and complete tasks with fewer redundant reads and reasoning steps than earlier Cognition models. Its capabilities include code generation, debugging, test creation, verification, repository analysis, and complex terminal-based software engineering tasks. The model also emphasizes stronger engineering judgment, end-to-end test coverage, instruction following, and evidence-based verification of user assumptions. SWE-2 is available through Devin Desktop and Devin CLI, with broader rollout planned across Devin Web and Fusion.

Platforms Supported

Windows Supported
Mac Supported
Linux Not Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Professional newspaper, magazine or catalog publishers wanting a solution to automate ad layout and issue planning, from ad booking data to final InDesign pages

Audience

Software developers, engineering teams, AI coding agent users, DevOps professionals, and organizations that need capable agentic software engineering with lower execution cost and more efficient reasoning

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

$20/month
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5

Pros & Cons from Real Users

Pros

  • The biggest thing that stands out is the cost-performance balance. SWE-2 is not just trying to top one benchmark; it is trying to get very close to frontier coding performance at a much lower cost. For developers, that matters a lot. Coding agents can burn through tokens quickly when they are reading files, making edits, running tests, and iterating. A model that performs near the top while being meaningfully cheaper is much easier to use every day. I also like that SWE-2 seems built for real software engineering workflows, not just isolated code snippets. The strong DeepSWE and Terminal-Bench results make it especially interesting for repo-level tasks, debugging, tool use, and longer agent runs.

Cons

  • Benchmarks are useful, but real projects bring messy architecture, flaky tests, undocumented behavior, and weird edge cases.

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Cognitive Inc
Founded: 2022
United States
cognitiveinc.io/adforcex/

Company Information

Cognition
Founded: 2023
United States
cognition.com

Alternatives

Alternatives

RunSheet

RunSheet

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GPT-5.6 Sol

GPT-5.6 Sol

OpenAI
Meya

Meya

Meya.ai
SWE-1.7

SWE-1.7

Cognition
SWE-1.6

SWE-1.6

Cognition

Categories

Advertising Supported

Categories

AI Coding Models Supported
AI Models Supported

Integrations

.NET Not Supported
C++ Not Supported
Devin Desktop Not Supported
Go Not Supported
HTML Not Supported
JavaScript Not Supported
Kubernetes Not Supported
Lua Not Supported
MATLAB Not Supported
Objective-C Not Supported
PHP Not Supported
PowerShell Not Supported
Python Not Supported
R Not Supported
Rust Not Supported
SQL Not Supported
Scala Not Supported
Solidity Not Supported
Swift Not Supported
XML Not Supported

Integrations

.NET Supported
C++ Supported
Devin Desktop Supported
Go Supported
HTML Supported
JavaScript Supported
Kubernetes Supported
Lua Supported
MATLAB Supported
Objective-C Supported
PHP Supported
PowerShell Supported
Python Supported
R Supported
Rust Supported
SQL Supported
Scala Supported
Solidity Supported
Swift Supported
XML Supported
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