BenchFleetWOODCOMMERCE
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Lumen OutpostCosine
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Related Products
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About
BenchFleet is a self-hosted desktop hub for managing and automating real Android phones from Windows, macOS, or Linux. Developers, mobile app teams, QA engineers, device labs, and support teams can monitor connected phones, view screens live, take control with a mouse and keyboard, and record workflows for repeated tests and routine tasks. Workflows can run across multiple devices on schedules, with logs and replay for investigating results. BenchFleet also provides an MCP server so AI clients such as Claude Code and Codex can use authorized phones under configurable permissions and human approvals. A hash-chained audit log records actions. A free plan supports up to three phones; paid plans add automation, AI features, API access, and larger fleets. Cloud Android phones are also available by the minute.
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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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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Supported
On-Premises
Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Not Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Developers using AI coding agents such as Claude Code and Codex, mobile app teams and QA engineers, and teams that look after many Android phones.
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Audience
Professional engineering teams that need a cost-efficient AI coding model for complex, long-horizon software tasks across mainstream and niche programming languages
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
£12/month
Free plan: £0 for up to 3 phones. Pro: £12/month plus VAT, or £120/year, for up to 25 phones; AI usage is billed separately by the model provider. Team: £20/seat/month plus VAT, or £200/seat/year, with a 2-seat minimum. Cloud Android phones are £0.02/minute, purchased as prepaid minutes.
Free Version
Supported
Free Trial
Not Supported
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Pricing
$20 per month
Free Version
Not Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationWOODCOMMERCE
Founded: 2026
United Kingdom
benchfleet.com
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Company InformationCosine
United Kingdom
cosine.sh/blog/lumen-outpost-benchmark-report
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
ABAP
Not Supported
Claude Code
Supported
Codex CLI
Supported
Fortran
Not Supported
GitHub Actions
Supported
Java
Not Supported
Model Context Protocol (MCP)
Supported
Rust
Not Supported
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Integrations
ABAP
Supported
Claude Code
Not Supported
Codex CLI
Not Supported
Fortran
Supported
GitHub Actions
Not Supported
Java
Supported
Model Context Protocol (MCP)
Not Supported
Rust
Supported
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