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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 

Screenshots View All

Screenshots View All

Integrations

C Yes 
C++ Yes 
CSS Yes 
Codex CLI Yes 
Facebook Yes 
Gray Swan Yes 
HTML Yes 
Hermes Agent Yes 
Java Yes 
Kotlin Yes 
LangChain Yes 
LlamaIndex Yes 
Meta AI Yes 
Odysseus Yes 
OpenCode Yes 
PHP Yes 
Rust Yes 
Solidity Yes 
Vercel AI SDK Yes 
XML Yes 

Integrations

C No 
C++ No 
CSS No 
Codex CLI No 
Facebook No 
Gray Swan No 
HTML No 
Hermes Agent No 
Java No 
Kotlin No 
LangChain No 
LlamaIndex No 
Meta AI No 
Odysseus No 
OpenCode No 
PHP No 
Rust No 
Solidity No 
Vercel AI SDK No 
XML 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

Music School

Attendance Management No 
Class Management No 
Online Registration No 
Practice Log No 
Repertoire Management No 
Scheduling No 
Student Management No 

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