Compare · 2026-10-14

Muse Spark 1.2 vs O3

As of Oct 14, 2026, Muse Spark 1.2 leads O3 in 4 of 4 shared categories: General LLM, Reasoning, Long context, and Factuality.

CategoryMuse Spark 1.2O3
General LLM
#8 · Was SOTA · General LLM
Margin 5.442176870748298
LMArena leaderboard dataset · Oct 13, 2026
#78 · Was SOTA · General LLM
Margin 53.06122448979592
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#11 · #11 in Reasoning
Margin 8.219178082191775
LMArena leaderboard dataset · Oct 13, 2026
#90 · Was SOTA · Reasoning
Margin 62.32876712328767
LMArena leaderboard dataset · Oct 13, 2026
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#20 · Was SOTA · Math
Margin 42.22222222222222
Epoch AI benchmarking hub · Apr 16, 2025
Science—
#67 · #67 in Science
Margin —
Epoch AI benchmarking hub · Apr 16, 2025
Coding
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Apr 16, 2025
Coding › Web dev
#40 · #40 in Coding › Web dev
Margin 36.44859813084112
LMArena leaderboard dataset · Oct 13, 2026
—
Long context
#16 · Was SOTA · Long context
Margin 10.884353741496597
LMArena leaderboard dataset · Oct 13, 2026
#110 · Was SOTA · Long context
Margin 74.82993197278913
LMArena leaderboard dataset · Oct 13, 2026
Vision
#27 · #27 in Vision
Margin 73.6842105263158
Epoch AI benchmarking hub · Aug 5, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
Factuality
#9 · Was SOTA · Factuality
Margin 7.462686567164198
LMArena leaderboard dataset · Oct 13, 2026
#105 · #105 in Factuality
Margin 79.1044776119403
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)—
#37 · #37 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Apr 16, 2025
Price per 1M tokens

Muse Spark 1.2: $2.0000000000000004 per 1M blended tokens.

O3: $3.5 per 1M blended tokens.

Open weights

Muse Spark 1.2: closed weights.

O3: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, Muse Spark 1.2 leads O3 in General LLM at #8 against #78.

Reasoning: As of Oct 14, 2026, Muse Spark 1.2 leads O3 in Reasoning at #11 against #90.

Long context: As of Oct 14, 2026, Muse Spark 1.2 leads O3 in Long context at #16 against #110.

Factuality: As of Oct 14, 2026, Muse Spark 1.2 leads O3 in Factuality at #9 against #105.

Muse Spark 1.2 · O3

Muse Spark 1.2 or O3?

As of Oct 14, 2026, Muse Spark 1.2 leads O3 in 4 of 4 shared categories: General LLM, Reasoning, Long context, and Factuality.

Muse Spark 1.2 or O3 for General LLM?

As of Oct 14, 2026, Muse Spark 1.2 leads O3 in General LLM at #8 against #78.

Muse Spark 1.2 or O3 for Reasoning?

As of Oct 14, 2026, Muse Spark 1.2 leads O3 in Reasoning at #11 against #90.

Muse Spark 1.2 or O3 for Long context?

As of Oct 14, 2026, Muse Spark 1.2 leads O3 in Long context at #16 against #110.