# Magistral Small vs Muse Spark

> Side-by-side benchmark comparison for Magistral Small and Muse Spark across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/magistral-small-vs-muse-spark
- 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 Magistral Small and Muse Spark.

## Summary

- Magistral Small and Muse Spark 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 | Magistral Small | Muse Spark |
|----------|----------|----------|
| Creator | Mistral | Meta |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 128K | 262K |
| Independent public score (not head-to-head) | null | 59.96 |
| Benchmarks Covered | 6 | 25 |
| Pricing (input/output) | N/A | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Magistral Small public-lane score: Coming soon
- Muse Spark public-lane score: 50.4 (Supported · #45/124)

| Benchmark | Magistral Small | Muse Spark | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | Coming soon | 59% | Coming soon |
| τ²-bench results | Coming soon | 91.5% | Coming soon |
| DeepSearchQA | Coming soon | 74.8% | Coming soon |
| CyberGym | Coming soon | 43.5% | Coming soon |
| Claw-Eval | Coming soon | 63.8% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Magistral Small public-lane score: Coming soon
- Muse Spark public-lane score: 50.1 (Supported · #42/149)

| Benchmark | Magistral Small | Muse Spark | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v5 | 55.8% | Coming soon | Coming soon |
| LiveCodeBench v6 | 47.4% | Coming soon | Coming soon |
| SWE-bench Verified | Coming soon | 77.4% | Coming soon |
| SWE-bench Pro | Coming soon | 52.4% | Coming soon |
| LiveCodeBench Pro | Coming soon | 80.0% | Coming soon |
| Vibe Code Bench | Coming soon | 19.67% | Coming soon |
| SWE-bench (Vals) | Coming soon | 74.4% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Magistral Small public-lane score: Coming soon
- Muse Spark public-lane score: 57.1 (Unranked · 3 rankable rows)

| Benchmark | Magistral Small | Muse Spark | Winner |
|-----------|-----------|-----------|--------|
| ARC-AGI-2 | Coming soon | 42.5% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Magistral Small public-lane score: Coming soon
- Muse Spark public-lane score: 84.4 (#12/54)

| Benchmark | Magistral Small | Muse Spark | Winner |
|-----------|-----------|-----------|--------|
| CharXiv | Coming soon | 86.4% | Coming soon |
| MMMU-Pro | Coming soon | 80.4% | Coming soon |
| ERQA | Coming soon | 64.7% | Coming soon |
| SimpleVQA | Coming soon | 71.3% | Coming soon |
| ScreenSpot Pro | Coming soon | 84.1% | Coming soon |
| ZeroBench | Coming soon | 33.0% | Coming soon |
| MedXpertQA (MM) | Coming soon | 78.4% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Magistral Small public-lane score: Coming soon
- Muse Spark public-lane score: 62.1 (Supported · #43/181)

| Benchmark | Magistral Small | Muse Spark | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 68.2% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 89.5% | Coming soon |
| HLE | Coming soon | 50.4% | Coming soon |
| HLE w/o tools | Coming soon | 42.8% | Coming soon |
| HealthBench Hard | Coming soon | 42.8% | Coming soon |
| MedXpertQA (Text) | Coming soon | 52.6% | Coming soon |
| GPQA Diamond (Vals) | Coming soon | 89.6% | Coming soon |
| MMLU-Pro (Vals) | Coming soon | 87.3% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Magistral Small public-lane score: Coming soon
- Muse Spark public-lane score: 93.3 (#10/128)

### Mathematics

- Winner: Insufficient shared evidence
- Magistral Small public-lane score: Coming soon
- Muse Spark public-lane score: Coming soon

| Benchmark | Magistral Small | Muse Spark | Winner |
|-----------|-----------|-----------|--------|
| AIME 2024 | 70.7% | Coming soon | Coming soon |
| AIME 2025 | 62.8% | Coming soon | Coming soon |
| MATH-500 | 95.9% | Coming soon | Coming soon |

## FAQ

### Can I compare Magistral Small and Muse Spark 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

- [Magistral Small vs Magistral Medium](/compare/magistral-medium-vs-magistral-small)
- [Muse Spark vs Magistral Medium](/compare/magistral-medium-vs-muse-spark)
- [Magistral Small vs Muse Spark 1.1](/compare/magistral-small-vs-muse-spark-1-1)
- [Muse Spark vs Muse Spark 1.1](/compare/muse-spark-vs-muse-spark-1-1)

## Explore More

- [Magistral Small profile](/models/magistral-small)
- [Muse Spark profile](/models/muse-spark)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)