Lumen OutpostCosine
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LumenLumen 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.
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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.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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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
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Audience
Eye tracking research solution that helps businesses understand how their customers consume their communications
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Pricing
$20 per month
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationCosine
United Kingdom
cosine.sh/blog/lumen-outpost-benchmark-report
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Company InformationLumen Research
Founded: 2013
United Kingdom
lumen-research.com/our-technology-v2/
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