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Description
Muse Spark 1.1 is Meta’s upgraded multimodal reasoning model designed to support advanced agentic workflows, coding tasks, computer use, and complex tool orchestration. Developed by Meta Superintelligence Labs, it builds on Muse Spark with major gains in planning, tool use, long-context reasoning, multimodal perception, and real-world task execution. The model can work across external apps and services, native tools, MCP servers, custom skills, browsers, scripts, images, video, PDFs, and audio inputs. Muse Spark 1.1 can act as a main agent by gathering context, creating a plan, and delegating work to parallel subagents, or operate as a subagent that follows instructions and escalates when needed. Its 1 million token context window allows it to retain earlier actions, retrieve information from long workflows, and compact context while preserving critical details. The model is also trained for computer-use tasks, deciding when to automate with scripts and when to interact directly with an interface. In coding workflows, Muse Spark 1.1 can diagnose bugs, implement features, migrate large codebases, generate web applications, take screenshots, identify UI issues, and validate fixes. Its multimodal strengths include visual-to-code generation, detailed image and video captioning, grounded perception, and workflows where seeing, reasoning, and acting happen together. Available through the Meta Model API public preview and in Thinking mode inside Meta AI, Muse Spark 1.1 gives developers and users a more capable foundation for building agents, automations, coding assistants, and multimodal productivity tools.
Description
MuseClass streamlines the process of creating, sharing, and assessing assignments all within a single platform. Students can easily capture videos using the MuseClass mobile app on their smartphones, and once they submit their best version, you can review their performances through the grading interface in your teacher portal. Additionally, students have the option to record audio directly via the app; after submitting their recordings, you'll be able to listen to them conveniently on the grading screen. For in-person evaluations, you can quickly enter scores into MuseClass, ensuring that all grades and feedback for your students are consolidated in one location. The integrated gradebook simplifies monitoring student development over time. You can also upload worksheets that students can complete independently, and after finishing their assignments, they can simply snap a photo with the MuseClass app to submit their work for your evaluation. This comprehensive approach not only enhances learning but also saves valuable time for educators.
API Access
Has API
Yes
API Access
Has API
No
Integrations
.NET
Yes
Bash
Yes
C
Yes
Dart
Yes
Facebook Messenger
Yes
HTML
Yes
Instagram
Yes
Lua
Yes
Model Context Protocol (MCP)
Yes
Muse Code
Yes
Integrations
.NET
No
Bash
No
C
No
Dart
No
Facebook Messenger
No
HTML
No
Instagram
No
Lua
No
Model Context Protocol (MCP)
No
Muse Code
No
Pricing Details
$1.25 per 1M tokens (input)
$1.25 per million tokens in input, and $4.25 per million tokens of output
Free Trial
Yes
Free Version
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
No
On-Premises
No
iPhone App
Yes
iPad App
Yes
Android App
Yes
Windows
No
Mac
No
Linux
No
Chromebook
Yes
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
Meta
Founded
2004
Country
United States
Website
meta.ai
Vendor Details
Company Name
Muse Group
Country
Cyprus
Website
museclass.com
Product Features
Product Features
Music School
Attendance Management
No
Class Management
No
Online Registration
No
Practice Log
No
Repertoire Management
No
Scheduling
No
Student Management
No