BenchFleet

BenchFleet

WOODCOMMERCE
+
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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.

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.

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

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

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.

Audience

Professional engineering teams that need a cost-efficient AI coding model for complex, long-horizon software tasks across mainstream and niche programming languages

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 Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

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

Pricing

$20 per month
Free Version Not 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

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

Review this Software

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

Training

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

Company Information

WOODCOMMERCE
Founded: 2026
United Kingdom
benchfleet.com

Company Information

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

Alternatives

Alternatives

GLM-5

GLM-5

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Composer 2

Composer 2

Cursor
Android Acquirer

Android Acquirer

Sherlock Forensics
ApowerMirror

ApowerMirror

Apowersoft
Athene-V2

Athene-V2

Nexusflow

Categories

Mobile App Testing Supported

Categories

AI Coding Models Supported
AI Models Supported

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

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
Claim BenchFleet and update features and information
Claim BenchFleet and update features and information
Claim Lumen Outpost and update features and information
Claim Lumen Outpost and update features and information