Lumen

Lumen

Lumen Research
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About

Lumen Outpost is Cosine’s targeted post-trained coding model, benchmarked against Kimi K2.6, its base model, GPT-5.5, GPT-5.4, and Gemini 3.1 Pro on highly complex, long-horizon coding tasks across 13 programming languages. The model is specialized not only for raw coding accuracy, but also for behavioral signals that matter in professional engineering workflows, including agent initiative, planning, scope discipline, action alignment, concise updates, and useful communication. Cosine’s benchmark report shows that highly targeted post-training transformed the base model’s capabilities, with Lumen Outpost outperforming Kimi K2.6 across Niche-Bench, Slop-Bench, Vibe-Bench, and cost per successful task. On Niche-Bench, an internal evaluation for niche, legacy, and environment-constrained programming languages, Lumen Outpost achieved a 53.9% score and led or tied in 9 of 13 assessed languages, with notable gains in Fortran, ABAP, Java, and Rust.

About

Lumen combines state of the art eye tracking technology, deployed on the largest attention panels in the world, with cutting edge ad tech capabilities Lumen’s eye tracking tech converts you phone or computer’s webcam into a high quality eye tracking sensor. This enables us to collect passive eye tracking data at scale and speed, both for media valuation and creative tests. Lumen’s predictive models employ advanced machine learning techniques to estimate attention to ads given their viewability characteristics. Lumen’s innovative approach to eye tracking was recently voted a conference favorite at the conference of the prestigious institute of electrical and electronics engineers. Lumen is an attention technology company that uses eye tracking to help brands measure, buy and amplify attention to their marketing.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Engineering teams and AI coding platform developers that need a specialized coding model for long-horizon software tasks, niche languages, cleaner implementations, and agentic developer workflows

Audience

Eye tracking research solution that helps businesses understand how their customers consume their communications

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$20 per month
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

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

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Cosine
United Kingdom
cosine.sh/blog/lumen-outpost-benchmark-report

Company Information

Lumen Research
Founded: 2013
United Kingdom
lumen-research.com/our-technology-v2/

Alternatives

GLM-5

GLM-5

Zhipu AI

Alternatives

Composer 2

Composer 2

Cursor
LumenRT

LumenRT

Bentley Systems

Categories

Categories

Integrations

ABAP
Business MLM Software
Fortran
Java
Momentum Telecom
Rust

Integrations

ABAP
Business MLM Software
Fortran
Java
Momentum Telecom
Rust
Claim Lumen Outpost and update features and information
Claim Lumen Outpost and update features and information
Claim Lumen and update features and information
Claim Lumen and update features and information