ModelRegistry
Explore text, image, video and speech models
Find the right AI by model, modality and provider.
Browse modelsChoose with facts
Turn the model directory into an actionable evaluation workflow.
Clear capabilities
Review modalities, protocols, limits and status.
Transparent coverage
See which providers expose each model.
Easy comparison
Compare candidates using consistent dimensions.
Start exploring the directory
Begin with a model, provider or organization.
Model spotlight
Muse Spark 1.1
Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.
Compare modelsCore capabilities
A compact view of the model contract before integration.
Input and output
See supported modalities and generation directions.
Limits and context
Check context, output limits and release details.
Provider coverage
Compare the providers and protocols that expose this version.
Muse Spark 1.1 FAQ
Start building with Muse Spark 1.1
Move from model evaluation to a production-ready workflow.
Model family
Muse
-
Focus areas
Core specifications
Modalities
Identity
- Version
- muse-spark-1.1
- Aliases
- Muse Spark 1.1
Capabilities
Pricing
Capabilities and fit
Model summary
Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.
- Output
- Text
- Capabilities
- 5
- Catalog updated
- 2026-07-09T00:00:00.000Z
- Status
Benchmark results
| Benchmark | Type | Score / rank | Evaluated |
|---|---|---|---|
| SWE-Bench Pro | Coding | 61.5 | 2026-07-09T00:00:00.000Z |
| Terminal-Bench | Coding | 80 | 2026-07-09T00:00:00.000Z |
| DeepSWE | Coding | 53.3 | 2026-07-09T00:00:00.000Z |
| MCP Atlas | General | 88.1 | 2026-07-09T00:00:00.000Z |
| JobBench | General | 54.7 | 2026-07-09T00:00:00.000Z |
| Toolathlon-Verified | General | 75.6 | 2026-07-09T00:00:00.000Z |
| Humanity's Last Exam | General | 62.1 | 2026-07-09T00:00:00.000Z |
| OSWorld-Verified | General | 80.8 | 2026-07-09T00:00:00.000Z |
| Finance Agent | General | 57.2 | 2026-07-09T00:00:00.000Z |
| CharXiv Reasoning | Reasoning | 88.4 | 2026-07-09T00:00:00.000Z |
| BabyVision | Vision | 76.3 | 2026-07-09T00:00:00.000Z |
Provider coverage
| Provider | Input | Output | Pricing |
|---|---|---|---|
| LLM Gateway | IN $1.25/M OUT $4.25/M Read $0.15/M | ||
| Abacus | IN $1.25/M OUT $4.25/M Read $0.15/M | ||
| EmpirioLabs AI | IN $1.25/M OUT $4.25/M Read $0.15/M | ||
| Meta | IN $1.25/M OUT $4.25/M Read $0.15/M | ||
| Merge Gateway | IN $1.25/M OUT $4.25/M Read $0.15/M | ||
| Vercel AI Gateway | IN $1.25/M OUT $4.25/M Read $0.15/M | ||
| OpenRouter | IN $1.25/M OUT $4.25/M Read $0.15/M | ||
| NanoGPT Muse Spark 1.1 | IN $1.25/M OUT $4.25/M Read $0.15/M | ||
| Kilo Gateway Muse Spark 1.1 | IN $1.25/M OUT $4.25/M Read $0.15/M |