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Description
BenchFleet serves as a self-hosted desktop solution that enables the management and automation of real Android devices from Windows, macOS, or Linux platforms. This tool is ideal for developers, mobile application teams, quality assurance engineers, device labs, and support personnel, allowing them to monitor connected smartphones, view their screens in real time, take control using a mouse and keyboard, and record workflows for repetitive testing and routine operations. Users can schedule workflows to run across various devices, complete with logging and replay capabilities for thorough result analysis. Additionally, BenchFleet features an MCP server, allowing AI clients like Claude Code and Codex to operate authorized devices with customizable permissions and necessary human approvals. For accountability, a hash-chained audit log meticulously documents all actions taken. A complimentary plan accommodates up to three devices, while paid subscriptions unlock advanced automation, AI functionalities, API access, and support for larger fleets. Moreover, users have the option to access cloud-based Android devices on a per-minute basis, enhancing flexibility in device management. This diverse functionality makes BenchFleet a powerful ally for teams seeking to streamline their mobile testing and automation processes.
Description
Fugu-Ultra v1.1 represents the enhanced multi-agent orchestration model developed by Sakana AI, designed for intricate coding tasks, agentic functions, and sophisticated reasoning capabilities. Instead of depending on a singular model, it adeptly manages a variety of cutting-edge models, strategically selecting and merging specialized agents tailored for individual tasks, all while offering a unified model interface. The latest orchestration upgrade in v1.1 features the inclusion of newer frontier models, resulting in improved performance metrics across all monitored benchmarks, achieving enhancements of up to 7.9 points compared to v1.0, with particularly notable successes on ProgramBench and Terminal Bench 2.1. In addition, Fugu can now seamlessly integrate within Claude Code through endpoints that are compatible, allowing a collaborative ensemble of models to function within the user-friendly terminal environments for coding, debugging, reviewing, and executing scripts. Users can easily set up this integration using a one-command installer on Ubuntu and macOS, while alternative manual configurations are provided for Windows and other systems, ensuring accessibility across diverse platforms. This advancement not only streamlines workflows but also enhances productivity by leveraging the strengths of multiple specialized agents.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
Claude Code
Yes
Codex CLI
Yes
GitHub Actions
Yes
Model Context Protocol (MCP)
Yes
Sakana Fugu
No
Sakana Fugu Ultra
No
Integrations
Claude Code
No
Codex CLI
No
GitHub Actions
No
Model Context Protocol (MCP)
No
Sakana Fugu
Yes
Sakana Fugu Ultra
Yes
Pricing Details
£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 Trial
No
Free Version
Yes
Pricing Details
$6 per 1M tokens (input)
$6 per 1M tokens (input), $36 per 1M tokens (output)
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
WOODCOMMERCE
Founded
2026
Country
United Kingdom
Website
benchfleet.com
Vendor Details
Company Name
Sakana AI
Founded
2023
Country
Japan
Website
sakana.ai/fugu-1-1-claude-code-interface/
Product Features
Mobile App Testing
Functional Testing
No
Installation Testing
No
Interruption Testing
No
Memory Testing
No
Performance Testing
No
Usability Testing
No