Compare · 2026-10-15

GPT-5.4 Nano vs Muse Spark 1.2

As of Oct 15, 2026, GPT-5.4 Nano leads Muse Spark 1.2 in 0 of 4 shared categories.

CategoryGPT-5.4 NanoMuse Spark 1.2
General LLM
#114 · #114 in General LLM
Margin 77.55102040816327
LMArena leaderboard dataset · Oct 13, 2026
#8 · Was SOTA · General LLM
Margin 5.442176870748298
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#109 · #109 in Reasoning
Margin 75.34246575342466
LMArena leaderboard dataset · Oct 13, 2026
#11 · #11 in Reasoning
Margin 8.219178082191775
LMArena leaderboard dataset · Oct 13, 2026
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#73 · #73 in Science
Margin —
Epoch AI benchmarking hub · Mar 17, 2026
—
Coding
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Coding › Web dev—
#40 · #40 in Coding › Web dev
Margin 36.44859813084112
LMArena leaderboard dataset · Oct 13, 2026
Long context
#120 · #120 in Long context
Margin 81.63265306122449
LMArena leaderboard dataset · Oct 13, 2026
#16 · Was SOTA · Long context
Margin 10.884353741496597
LMArena leaderboard dataset · Oct 13, 2026
Vision
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
#27 · #27 in Vision
Margin 73.6842105263158
Epoch AI benchmarking hub · Aug 5, 2026
Factuality
#98 · #98 in Factuality
Margin 73.88059701492537
LMArena leaderboard dataset · Oct 13, 2026
#9 · Was SOTA · Factuality
Margin 7.462686567164198
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#43 · #43 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Mar 17, 2026
—
Price per 1M tokens

GPT-5.4 Nano: $0.4625 per 1M blended tokens.

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

Open weights

GPT-5.4 Nano: closed weights.

Muse Spark 1.2: closed weights.

Which to pick

General LLM: As of Oct 15, 2026, Muse Spark 1.2 leads GPT-5.4 Nano in General LLM at #8 against #114.

Reasoning: As of Oct 15, 2026, Muse Spark 1.2 leads GPT-5.4 Nano in Reasoning at #11 against #109.

Long context: As of Oct 15, 2026, Muse Spark 1.2 leads GPT-5.4 Nano in Long context at #16 against #120.

Factuality: As of Oct 15, 2026, Muse Spark 1.2 leads GPT-5.4 Nano in Factuality at #9 against #98.

GPT-5.4 Nano · Muse Spark 1.2

GPT-5.4 Nano or Muse Spark 1.2?

As of Oct 15, 2026, GPT-5.4 Nano leads Muse Spark 1.2 in 0 of 4 shared categories.

GPT-5.4 Nano or Muse Spark 1.2 for General LLM?

As of Oct 15, 2026, Muse Spark 1.2 leads GPT-5.4 Nano in General LLM at #8 against #114.

GPT-5.4 Nano or Muse Spark 1.2 for Reasoning?

As of Oct 15, 2026, Muse Spark 1.2 leads GPT-5.4 Nano in Reasoning at #11 against #109.

GPT-5.4 Nano or Muse Spark 1.2 for Long context?

As of Oct 15, 2026, Muse Spark 1.2 leads GPT-5.4 Nano in Long context at #16 against #120.