DeepSeek V4 Pro (Max) vs Muse Spark 1.1
Head-to-head comparison across 3benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
DeepSeek V4 Pro (Max) leads for most workloads.
Based on BenchLM composite scores, July 2026.
DeepSeek V4 Pro (Max)
80
Muse Spark 1.1
78
Verified leaderboard positions: DeepSeek V4 Pro (Max) #9 · Muse Spark 1.1 unranked
Pick DeepSeek V4 Pro (Max) if you want the stronger benchmark profile. Muse Spark 1.1 only becomes the better choice if agentic is the priority.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | DeepSeek V4 Pro (Max) | Δ | Muse Spark 1.1 |
|---|---|---|---|
| Coding | 75.9 | ← 14.4 | 61.5 |
| Agentic | 74.5 | → 5.9 | 80.4 |
| Knowledge | 60.4 | → 1.7 | 62.1 |
| Math | 95.2 | — | — |
| Multimodal | — | — | 88.4 |
Operational Comparison
DeepSeek V4 Pro (Max)
Muse Spark 1.1
$1.74 / $3.48
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Quick Verdict
Pick DeepSeek V4 Pro (Max) if you want the stronger benchmark profile. Muse Spark 1.1 only becomes the better choice if agentic is the priority.
DeepSeek V4 Pro (Max) has the cleaner provisional overall profile here, landing at 80 versus 78. It is a real lead, but still close enough that category-level strengths matter more than the headline number.
DeepSeek V4 Pro (Max)'s sharpest advantage is in coding, where it averages 75.9 against 61.5. The single biggest benchmark swing on the page is HLE, 37.7% to 62.1%. Muse Spark 1.1 does hit back in agentic, so the answer changes if that is the part of the workload you care about most.
Benchmark Deep Dive
Frequently Asked Questions (4)
Which is better, DeepSeek V4 Pro (Max) or Muse Spark 1.1?
DeepSeek V4 Pro (Max) is ahead on BenchLM's provisional leaderboard, 80 to 78. The biggest single separator in this matchup is HLE, where the scores are 37.7% and 62.1%.
Which is better for knowledge tasks, DeepSeek V4 Pro (Max) or Muse Spark 1.1?
Muse Spark 1.1 has the edge for knowledge tasks in this comparison, averaging 62.1 versus 60.4. Inside this category, HLE is the benchmark that creates the most daylight between them.
Which is better for coding, DeepSeek V4 Pro (Max) or Muse Spark 1.1?
DeepSeek V4 Pro (Max) has the edge for coding in this comparison, averaging 75.9 versus 61.5. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
Which is better for agentic tasks, DeepSeek V4 Pro (Max) or Muse Spark 1.1?
Muse Spark 1.1 has the edge for agentic tasks in this comparison, averaging 80.4 versus 74.5. Inside this category, GDPval-AA is the benchmark that creates the most daylight between them.
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