Benchmark scores
Higher is better for all benchmark scores (SWE-bench, GPQA, HLE, Terminal-Bench, etc.). Green marks the model with the higher score.
LLM Comparison
Muse Spark 1.1 vs LongCat 2.0: benchmark scores, pricing & comparison.
Side-by-side Muse Spark 1.1 vs LongCat 2.0 comparison across SWE-bench, GPQA, HLE, Terminal-Bench, coding agent scores, token pricing, context window, and AskClash RWT. Green marks the winner on each benchmark.
Rank #6 vs #16AskClash overall scores 77.5 vs 63.3.
Pricing $1.25/$4.25 vs $0.75/$2.95Input and output token prices per 1M tokens when published.
Proprietary vs Open WeightMeta vs Meituan.
Muse Spark 1.1 vs LongCat 2.0 benchmark comparison
Green cells highlight the winning model for each metric. Scores are cached from the AskClash LLM leaderboard snapshot.
| Metric | Muse Spark 1.1 | LongCat 2.0 |
|---|---|---|
| Overall Score | 77.5 | 63.3 |
| Leaderboard Rank | #6 | #16 |
| RWT | 7.5 | — |
| HLE | 62.1 | — |
| GPQA | — | 88.9 |
| IFEval | — | 90.0 |
| SWE-Pro | 61.5 | 59.5 |
| Terminal-Bench | 80.0 | 70.8 |
| OSWorld | 80.8 | — |
| MCP Atlas | 88.1 | — |
| Finance Agent | 57.2 | — |
| CharXiv | 88.4 | — |
| Tau2 | — | 88.2 |
| MRCR | 54.1 | — |
| Input Price (per 1M tokens) | $1.25 | $0.75 |
| Output Price (per 1M tokens) | $4.25 | $2.95 |
| Context Window | 1M | 1M |
| Benchmarks Published | 9 | 5 |
Muse Spark 1.1 vs LongCat 2.0 head-to-head charts
Muse Spark 1.1 leads 3 and LongCat 2.0 leads 0 of 3 shared benchmarks. LongCat 2.0 is cheaper on a defined 1M-input / 200K-output workload. Charts show only benchmarks both models publish.
Muse Spark 1.1LongCat 2.0
Overall
SWE-Pro
Terminal-Bench
Muse Spark 1.1
Input$1.25
Output$4.25
Workload$2.10
Context1M
LongCat 2.0
Input$0.75
Output$2.95
Workload$1.34
Context1M
Workload = published cost of 1M input + 200K output tokens. Open the live leaderboard for interactive compare charts.
More Muse Spark 1.1 and LongCat 2.0 comparisons
Explore how Muse Spark 1.1 and LongCat 2.0 stack up against other top-ranked LLMs.
How to read this comparison
Token pricing
Lower is better for input and output prices. Green marks the cheaper model per 1M tokens.
Coverage matters
Models with fewer disclosed benchmark cells may have inflated percentile scores. Check the benchmark cell count for context.
This comparison page is generated from the AskClash LLM leaderboard cache. Open the live leaderboard for real-time scores and interactive filtering.