Laguna XS.2 vs Muse Spark 1.1
Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
Muse Spark 1.1 leads for most workloads.
Based on BenchLM composite scores, July 2026.
Laguna XS.2
46
Muse Spark 1.1
78
Pick Muse Spark 1.1 if you want the stronger benchmark profile. Laguna XS.2 only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | Laguna XS.2 | Δ | Muse Spark 1.1 |
|---|---|---|---|
| Agentic | 35.7 | → 44.7 | 80.4 |
| Coding | 55.1 | → 6.4 | 61.5 |
| Knowledge | — | — | 62.1 |
| Multimodal | — | — | 88.4 |
Operational Comparison
Laguna XS.2
Muse Spark 1.1
$0 / $0
N/A
N/A
N/A
N/A
N/A
256K
1M
Quick Verdict
Pick Muse Spark 1.1 if you want the stronger benchmark profile. Laguna XS.2 only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Muse Spark 1.1 is clearly ahead on the provisional aggregate, 78 to 46. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Muse Spark 1.1's sharpest advantage is in agentic, where it averages 80.4 against 35.7. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 35.7% to 80%.
Muse Spark 1.1 gives you the larger context window at 1M, compared with 256K for Laguna XS.2.
Benchmark Deep Dive
Frequently Asked Questions (3)
Which is better, Laguna XS.2 or Muse Spark 1.1?
Muse Spark 1.1 is ahead on BenchLM's provisional leaderboard, 78 to 46. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 35.7% and 80%.
Which is better for coding, Laguna XS.2 or Muse Spark 1.1?
Muse Spark 1.1 has the edge for coding in this comparison, averaging 61.5 versus 55.1. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
Which is better for agentic tasks, Laguna XS.2 or Muse Spark 1.1?
Muse Spark 1.1 has the edge for agentic tasks in this comparison, averaging 80.4 versus 35.7. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
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