#155
ME
Llama 3.2 3B
Meta
20.4 LLMBoard
Meta model product
Muse Spark 1.1 is Meta Superintelligence Labs' multimodal reasoning model for agentic tasks. It improves tool and computer use, coding, and multimodal understanding over Muse Spark, can orchestrate parallel subagents, and actively manages a 1,048,576-token context window. The Meta Model API supports text, image, PDF, and video inputs, up to 131,072 output tokens, structured output, parallel tool calling, and built-in web search with citations.
Updated Aug 10, 2026. Default version: Muse Spark 1.1
Structured fields from the published default version.
This profile uses the latest version under this unique model that has a calculated LLMBoard score. Arena and price are excluded.
No published version under this unique model currently has enough benchmark coverage to calculate a score.
Published benchmark records for the scored version currently unavailable.
No published benchmark result is linked to the scored version.
Preference and agent-evaluation signals from published Arena datasets.
| text style control | korean | 3 | 1475.9 | 304 | N/A | |
| text | korean | 4 | 1464.2 | 304 | N/A | |
| text style control | spanish | 4 | 1494.7 | 408 | N/A | |
| text style control | french | 6 | 1514.3 | 543 | N/A | |
| vision style control | chinese | 6 | 1353.6 | 207 | N/A | |
| text | spanish | 7 | 1483.3 | 408 | N/A | |
| text style control | industry software and it services | 7 | 1525.6 | 5,723 | N/A | |
| text style control | russian | 7 | 1500.6 | 1,498 | N/A | |
| document style control | overall | 8 | 1482.8 | 2,054 | N/A | |
| text style control | chinese | 9 | 1541.2 | 946 | N/A | |
| text style control | coding | 9 | 1531.8 | 4,199 | N/A | |
| text style control | industry business and management and financial operations | 9 | 1492.5 | 2,821 | N/A | |
| text style control | non english | 9 | 1482.2 | 8,429 | N/A | |
| vision | english | 9 | 1306.0 | 1,545 | N/A | |
| vision style control | english | 9 | 1288.5 | 1,545 | N/A | |
| webdev | image to webdev | 9 | 1543.7 | 771 | N/A | |
| text | industry software and it services | 10 | 1498.8 | 5,723 | N/A | |
| text | multi turn | 10 | 1486.4 | 2,317 | N/A | |
| vision | chinese | 10 | 1364.3 | 207 | N/A | |
| text | russian | 11 | 1488.2 | 1,498 | N/A | |
| text style control | overall | 11 | 1487.5 | 14,227 | N/A | |
| text style control | hard prompts | 11 | 1508.6 | 9,568 | N/A | |
| text style control | multi turn | 11 | 1498.0 | 2,317 | N/A | |
| text | french | 12 | 1491.7 | 543 | N/A | |
| document | overall | 13 | 1471.7 | 2,054 | N/A | |
| text style control | exclude ties | 13 | 1500.6 | 10,652 | N/A | |
| text style control | industry mathematical | 13 | 1500.8 | 714 | N/A | |
| text | overall | 14 | 1475.5 | 14,227 | N/A | |
| text | chinese | 14 | 1530.5 | 946 | N/A | |
| text style control | industry legal and government | 14 | 1494.5 | 1,150 | N/A | |
| text style control | industry life and physical and social science | 14 | 1504.0 | 2,293 | N/A | |
| text | coding | 15 | 1497.0 | 4,199 | N/A | |
| text | exclude ties | 15 | 1481.4 | 10,652 | N/A | |
| text style control | english | 15 | 1487.3 | 5,797 | N/A | |
| text | hard prompts | 16 | 1484.6 | 9,568 | N/A | |
| text | industry business and management and financial operations | 16 | 1473.0 | 2,821 | N/A | |
| text | industry life and physical and social science | 16 | 1486.6 | 2,293 | N/A | |
| text | non english | 16 | 1470.0 | 8,429 | N/A | |
| text style control | polish | 16 | 1485.9 | 250 | N/A | |
| vision | overall | 16 | 1295.5 | 4,661 | N/A | |
| text | polish | 17 | 1475.4 | 250 | N/A | |
| text factuality | russian | 18 | 1485.0 | 1,236 | N/A | |
| text style control | hard prompts english | 18 | 1503.5 | 3,915 | N/A | |
| text style control | instruction following | 18 | 1475.5 | 5,007 | N/A | |
| text style control | math | 18 | 1487.2 | 639 | N/A | |
| vision style control | overall | 19 | 1282.2 | 4,661 | N/A | |
| vision style control | humor | 19 | 1265.3 | 159 | N/A | |
| webdev | overall | 19 | 1535.9 | 4,491 | N/A | |
| webdev | webdev | 19 | 1535.9 | 4,491 | N/A | |
| text | english | 20 | 1475.6 | 5,797 | N/A | |
| text | industry legal and government | 20 | 1478.6 | 1,150 | N/A | |
| text | industry mathematical | 20 | 1486.4 | 714 | N/A | |
| vision | humor | 20 | 1280.9 | 159 | N/A | |
| vision style control | ocr | 20 | 1292.8 | 3,240 | N/A | |
| webdev | webdev-react | 20 | 1526.9 | 3,043 | N/A | |
| text factuality | multi turn | 21 | 1478.9 | 2,083 | N/A | |
| vision | ocr | 21 | 1300.9 | 3,240 | N/A | |
| text factuality | industry business and management and financial operations | 22 | 1473.0 | 2,637 | N/A | |
| text | hard prompts english | 23 | 1480.3 | 3,915 | N/A | |
| vision | diagram | 23 | 1301.2 | 1,285 | N/A | |
| text | instruction following | 24 | 1461.1 | 5,007 | N/A | |
| text | math | 24 | 1475.4 | 639 | N/A | |
| text factuality | industry life and physical and social science | 24 | 1490.0 | 2,130 | N/A | |
| text factuality | industry software and it services | 24 | 1504.8 | 5,702 | N/A | |
| text style control | industry writing and literature and language | 24 | 1463.8 | 3,728 | N/A | |
| webdev | webdev-html | 24 | 1529.5 | 456 | N/A | |
| text | industry writing and literature and language | 26 | 1454.4 | 3,728 | N/A | |
| text factuality | exclude ties | 26 | 1472.1 | 10,634 | N/A | |
| text factuality | industry writing and literature and language | 26 | 1455.3 | 3,670 | N/A | |
| text style control | expert | 26 | 1500.7 | 1,545 | N/A | |
| text style control | industry entertainment and sports and media | 26 | 1447.5 | 3,416 | N/A | |
| text factuality | non english | 27 | 1456.2 | 8,410 | N/A | |
| text style control | industry medicine and healthcare | 27 | 1487.6 | 1,040 | N/A | |
| vision style control | diagram | 27 | 1299.1 | 1,285 | N/A | |
| text factuality | overall | 28 | 1464.6 | 14,203 | N/A | |
| text | industry entertainment and sports and media | 29 | 1437.3 | 3,416 | N/A | |
| text | industry medicine and healthcare | 29 | 1467.9 | 1,040 | N/A | |
| text factuality | english | 29 | 1471.6 | 5,782 | N/A | |
| text factuality | coding | 30 | 1518.1 | 4,175 | N/A | |
| text factuality | industry medicine and healthcare | 30 | 1487.7 | 815 | N/A | |
| text factuality | hard prompts | 31 | 1486.1 | 9,552 | N/A | |
| text factuality | instruction following | 32 | 1464.2 | 4,984 | N/A | |
| text | german | 33 | 1455.0 | 287 | N/A | |
| text factuality | hard prompts english | 33 | 1494.9 | 3,897 | N/A | |
| text style control | german | 35 | 1466.2 | 287 | N/A | |
| text | expert | 36 | 1478.5 | 1,545 | N/A | |
| text factuality | industry entertainment and sports and media | 36 | 1436.6 | 3,346 | N/A | |
| text | creative writing | 37 | 1436.6 | 2,659 | N/A | |
| text style control | longer query | 37 | 1475.7 | 6,431 | N/A | |
| vision style control | homework | 37 | 1279.2 | 433 | N/A | |
| text | longer query | 38 | 1458.1 | 6,431 | N/A | |
| vision | homework | 39 | 1278.3 | 433 | N/A | |
| text factuality | expert | 41 | 1482.4 | 1,339 | N/A | |
| text style control | creative writing | 41 | 1444.8 | 2,659 | N/A | |
| text factuality | longer query | 42 | 1469.1 | 6,413 | N/A | |
| vision | creative writing vision | 45 | 1245.5 | 236 | N/A | |
| text factuality | creative writing | 47 | 1435.4 | 2,492 | N/A | |
| vision style control | creative writing vision | 48 | 1227.2 | 236 | N/A | |
| text style control | japanese | 52 | 1420.7 | 162 | N/A | |
| text | japanese | 53 | 1405.5 | 162 | N/A |
Official vendor API PAYG pricing is summarized first. The table then lists individual provider offerings without treating their minimum as the official price.
| LLM Gateway | muse-spark-1.1 | global | $1.25 | $4.25 | 1M | |
| Abacus | muse-spark-1.1 | global | $1.25 | $4.25 | 1M | |
| Meta | muse-spark-1.1 | global | $1.25 | $4.25 | 1M |
Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.
All published versions linked to this unique model. The score columns identify the version used by the current overall ranking.
| Muse Spark 1.1 | N/A | N/A | 1M | 32K | No | Proprietary |
A concise description based on the published model registry.
Muse Spark 1.1 is Meta Superintelligence Labs' multimodal reasoning model for agentic tasks. It improves tool and computer use, coding, and multimodal understanding over Muse Spark, can orchestrate parallel subagents, and actively manages a 1,048,576-token context window. The Meta Model API supports text, image, PDF, and video inputs, up to 131,072 output tokens, structured output, parallel tool calling, and built-in web search with citations.
Use the benchmark, Arena and pricing sections above as separate evidence. A missing field means the current data snapshot does not support that claim.
Data snapshot: 2026-08-07. Editorial model content is not available in the backend.
Recommendations prioritize the same model type and family, then the closest published LLMBoard score.
Common questions about Muse Spark 1.1.
Muse Spark 1.1's default version was released on Jul 9, 2026.
Muse Spark 1.1's official API price is $1.25 per million input tokens and $4.25 per million output tokens via Meta. The lowest tracked third-party offer starts at $1.25 input and $4.25 output via LLM Gateway.
Muse Spark 1.1 is published under Meta in the model registry.
The default version has a 1M token context window.
No. The default version is not marked as having publicly available weights.
3 published provider offerings are linked to the default version.
No nearby ranked alternatives are currently available.