# Muse Wonder vs Particle-1

> Side-by-side benchmark comparison for Muse Wonder and Particle-1 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/muse-wonder-vs-particle-1
- Last updated: October 29, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Muse Wonder and Particle-1 share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Particle-1 has the lower published output-token price.

## Model Snapshot

| Property | Muse Wonder | Particle-1 |
|----------|----------|----------|
| Creator | Meta | Particle AI |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 1M |
| Independent public score (not head-to-head) | 62.78 | null |
| Benchmarks Covered | 11 | 5 |
| Pricing (input/output) | $4.00 / $20.00 | $0.25 / $1.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Muse Wonder public-lane score: Coming soon
- Particle-1 public-lane score: Coming soon

| Benchmark | Muse Wonder | Particle-1 | Winner |
|-----------|-----------|-----------|--------|
| JobBench | 70.5% | Coming soon | Coming soon |
| Finance Agent v2 | 56.6% | Coming soon | Coming soon |
| MazeBench | 0% | Coming soon | Coming soon |
| OSWorld 2.1 | 72.6% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 79.9% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Muse Wonder public-lane score: 65.7 (Supported · #12/156)
- Particle-1 public-lane score: Coming soon

| Benchmark | Muse Wonder | Particle-1 | Winner |
|-----------|-----------|-----------|--------|
| DeepSWE | 78.8% | 72.6% | Muse Wonder |
| ProgramBench | 50.0% | Coming soon | Coming soon |
| sweMarathon | 53.1% | Coming soon | Coming soon |
| Bug Hunt Bench | 31.7 fixes | Coming soon | Coming soon |
| FrontierCode 2.0 | 24.3% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 79.9% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Muse Wonder public-lane score: 80.4 (Unranked · 2 rankable rows)
- Particle-1 public-lane score: Coming soon

| Benchmark | Muse Wonder | Particle-1 | Winner |
|-----------|-----------|-----------|--------|
| STEMBench | 2.68 | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Muse Wonder public-lane score: 68.7 (Supported · #20/179)
- Particle-1 public-lane score: Coming soon

| Benchmark | Muse Wonder | Particle-1 | Winner |
|-----------|-----------|-----------|--------|
| HealthBench Professional | 60.5% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 90.4% | Coming soon |
| MMLU | Coming soon | 86.1% | Coming soon |

## FAQ

### Is there enough evidence to pick between Muse Wonder and Particle-1?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Muse Wonder vs Muse Wonder Full](/compare/muse-wonder-vs-muse-wonder-full)
- [Particle-1 vs Muse Wonder Full](/compare/muse-wonder-full-vs-particle-1)
- [Muse Wonder vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-muse-wonder)
- [Particle-1 vs Gemini 4 Carbon](/compare/gemini-4-carbon-vs-particle-1)

## Explore More

- [Muse Wonder profile](/models/muse-wonder)
- [Particle-1 profile](/models/particle-1)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)