BenchLeader

Muse Spark 1.3 vs Step 5 Preview

Verdict
  • Muse Spark 1.3 (max) leads on quality: 69.3 vs 65.0.
  • Muse Spark 1.3 (max) is stronger in agents & tools, coding, composite, human preference, knowledge, maths, multimodal, reasoning.
  • Step 5 Preview is stronger in long context.
  • Step 5 Preview is 1.4× cheaper ($1.43 vs $2.00 per 1M blended).
MetricMuse Spark 1.3 (max)Step 5 Preview
BenchLeader Index69.365.0
Agents & tools score71.1
Coding score66.6
Composite score90.184.4
Human preference score69.8
Knowledge score76.172.0
Long context score68.070.8
Maths score69.2
Multimodal score67.460.8
Reasoning score83.182.1
Blended price $/M$2.00$1.43
Output speed223 tok/s
Time to first answer34.8 s
Context window1.0M1M
LMArena Text1493
LMArena Hard Prompts1516
LMArena Coding1537
LMArena WebDev1652
LMArena Vision1315
LMArena Agent4.2
AA Intelligence Index48.243.6
AA-LCR83.0%88.3%
MMMU-Pro76.4%
AA-Omniscience2516.4
GPQA Diamond (AA)93.5%
Humanity's Last Exam (AA)48.7%46.5%
SciCode (AA)58.8%58.9%
IOI56.6%
Terminal-Bench 2.1 (Vals)79.0%
Vals Index64.5
CritPt24.9%20.9%
GDPval (AA)60.2%53.6%
τ²-Bench Banking (AA)50.5%
Code Migration47.4%
Excel Modeling Benchmark67.4%
Finance Agent v260.0%
Harvey's Legal Agent Benchmark23.8%
Legal Research Bench55.3%
MysteryMechanism36.0%
Terminal-Bench 4.0 (Vals)27.8%
Terminal-Bench Science14.3%
Vibe Code Bench 1-10020.5%
Vibe Code Bench v1.185.9%
LMArena Maths1496
LMArena Creative Writing1453
LMArena Instruction Following1483
LMArena Multi-turn1493
LMArena Longer Queries1506
LMArena Document1468

Data as of 2026-09-19. Best configuration of each model; every score links to its source on the model pages.

Muse Spark 1.3 vs Step 5 Preview: questions

Is Muse Spark 1.3 better than Step 5 Preview?
Muse Spark 1.3 (max) leads on quality: 69.3 vs 65.0. The BenchLeader Index combines every independent quality benchmark; Muse Spark 1.3 (max) is ahead overall as of 2026-09-19, but check the category scores for your use.
Which is cheaper, Muse Spark 1.3 or Step 5 Preview?
Step 5 Preview is cheaper: $1.43 against $2.00 per million tokens, blended at three input tokens per output token.
Which has the larger context window?
Muse Spark 1.3 accepts more context: 1.0M against 1M tokens.