# Muse Spark 1.2 vs Qwen3 32B

> Side-by-side benchmark comparison for Muse Spark 1.2 and Qwen3 32B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/muse-spark-1-2-vs-qwen3-32b
- Last updated: October 14, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Muse Spark 1.2 and Qwen3 32B.

## Summary

- Muse Spark 1.2 and Qwen3 32B do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | Muse Spark 1.2 | Qwen3 32B |
|----------|----------|----------|
| Creator | Meta | Alibaba |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 1M | 128K |
| Independent public score (not head-to-head) | 65.66 | null |
| Benchmarks Covered | 8 | 11 |
| Pricing (input/output) | $1.25 / $4.25 | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Muse Spark 1.2 public-lane score: 61 (Supported · #25/124)
- Qwen3 32B public-lane score: Coming soon

| Benchmark | Muse Spark 1.2 | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 82.9% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 69.7% | Coming soon | Coming soon |
| BFCL v3 | Coming soon | 63.0% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Muse Spark 1.2 public-lane score: 52.6 (Supported · #38/148)
- Qwen3 32B public-lane score: Coming soon

| Benchmark | Muse Spark 1.2 | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 82.9% | Coming soon | Coming soon |
| DeepSWE | 59.3% | Coming soon | Coming soon |
| VulcanBench v3 | 87.0% | Coming soon | Coming soon |
| FrontierSWE v2 | 12.0% | Coming soon | Coming soon |
| SWE-bench (Vals) | 86.6% | Coming soon | Coming soon |
| LiveCodeBench v5 | Coming soon | 31.3% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Muse Spark 1.2 public-lane score: 80.1 (Unranked · 2 rankable rows)
- Qwen3 32B public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Muse Spark 1.2 public-lane score: 65 (Supported · #35/181)
- Qwen3 32B public-lane score: Coming soon

| Benchmark | Muse Spark 1.2 | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro (Vals) | 88.3% | Coming soon | Coming soon |
| MMLU-Redux | Coming soon | 85.7% | Coming soon |
| GPQA | Coming soon | 54.6% | Coming soon |
| C-Eval | Coming soon | 83.3% | Coming soon |
| MMMLU | Coming soon | 76.5% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Muse Spark 1.2 public-lane score: Coming soon
- Qwen3 32B public-lane score: Coming soon

| Benchmark | Muse Spark 1.2 | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| INCLUDE | Coming soon | 70.9% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Muse Spark 1.2 public-lane score: Coming soon
- Qwen3 32B public-lane score: Coming soon

| Benchmark | Muse Spark 1.2 | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 83.2% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Muse Spark 1.2 public-lane score: Coming soon
- Qwen3 32B public-lane score: Coming soon

| Benchmark | Muse Spark 1.2 | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | Coming soon | 88.6% | Coming soon |
| AIME 2024 | Coming soon | 31% | Coming soon |
| AIME 2025 | Coming soon | 20.2% | Coming soon |

## FAQ

### Can I compare Muse Spark 1.2 and Qwen3 32B on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [Muse Spark 1.2 vs Muse Spark 1.1](/compare/muse-spark-1-1-vs-muse-spark-1-2)
- [Qwen3 32B vs Muse Spark 1.1](/compare/muse-spark-1-1-vs-qwen3-32b)
- [Muse Spark 1.2 vs Muse Spark](/compare/muse-spark-vs-muse-spark-1-2)
- [Qwen3 32B vs Muse Spark](/compare/muse-spark-vs-qwen3-32b)

## Explore More

- [Muse Spark 1.2 profile](/models/muse-spark-1-2)
- [Qwen3 32B profile](/models/qwen3-32b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)