Rankings / Meta AI

Muse Spark 1.1

proprietary

released 2026-07-09

BenchAtlas Index

as of 2026-07-14

xhigh effort

rank #37

7 families · 4 categories · medium

xhigh effort

rank #57

6 families · 4 categories · medium

Benchmark evidence

31 results

agentic coding

τ²-Bench

subset=banking

xhigh effort

25.1 %

independent

Artificial Analysis

coding

SciCode

xhigh effort

58.2 %

independent

Artificial Analysis

external indices

AA Coding Index	xhigh effort	71.3 points	independent	Artificial Analysis
Intelligence Index v4.1	xhigh effort	50.6 points	independent	Artificial Analysis
Vals Index	xhigh effort	68.4 points	independent	Vals AI

human preference

Coding (style control)older version arena=text · category=coding · style_control=true	1533.0 1516.2–1549.8	community	LMArena Leaderboard Dataset
Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true	1522.8 1508.3–1537.4	community	LMArena Leaderboard Dataset
Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true	1517.7 1500.3–1535.1	community	LMArena Leaderboard Dataset
Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true	1512.9 1501.8–1524.0	community	LMArena Leaderboard Dataset
Industry Life And Physical And Social Science (style control)older version arena=text · category=industry_life_and_physical_and_social_science · style_control=true	1509.6 1486.6–1532.7	community	LMArena Leaderboard Dataset
Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true	1506.5 1494.3–1518.7	community	LMArena Leaderboard Dataset
Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true	1504.7 1482.0–1527.4	community	LMArena Leaderboard Dataset
Industry Business And Management And Financial Operations (style control)older version arena=text · category=industry_business_and_management_and_financial_operations · style_control=true	1495.5 1475.2–1515.8	community	LMArena Leaderboard Dataset
English (style control)older version arena=text · category=english · style_control=true	1492.2 1478.1–1506.4	community	LMArena Leaderboard Dataset
Overall (style control) arena=text · category=overall · style_control=true	1491.6 1482.5–1500.7	community	LMArena Leaderboard Dataset
Longer Query (style control)older version arena=text · category=longer_query · style_control=true	1486.8 1473.1–1500.4	community	LMArena Leaderboard Dataset
Non English (style control)older version arena=text · category=non_english · style_control=true	1483.6 1472.0–1495.1	community	LMArena Leaderboard Dataset
Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true	1481.0 1465.9–1496.1	community	LMArena Leaderboard Dataset
Industry Entertainment And Sports And Media (style control)older version arena=text · category=industry_entertainment_and_sports_and_media · style_control=true	1462.4 1444.5–1480.3	community	LMArena Leaderboard Dataset
Industry Writing And Literature And Language (style control)older version arena=text · category=industry_writing_and_literature_and_language · style_control=true	1457.0 1439.4–1474.5	community	LMArena Leaderboard Dataset
Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true	1454.0 1433.6–1474.5	community	LMArena Leaderboard Dataset

knowledge science

GPQA Diamond implementation=vals-ai	xhigh effort	91.2 %	independent	Vals AI
GPQA Diamond implementation=artificial-analysis	xhigh effort	89.8 %	independent	Artificial Analysis
Humanity's Last Exam implementation=artificial-analysis	xhigh effort	45.1 %	independent	Artificial Analysis
MMLU-Pro implementation=vals-ai	xhigh effort	88.7 %	independent	Vals AI