# GPT-4.1 vs Muse Wonder Full

> Side-by-side benchmark comparison for GPT-4.1 and Muse Wonder Full across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gpt-4-1-vs-muse-wonder-full
- Last updated: October 13, 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 GPT-4.1 and Muse Wonder Full.

## Summary

- GPT-4.1 and Muse Wonder Full 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 | GPT-4.1 | Muse Wonder Full |
|----------|----------|----------|
| Creator | OpenAI | Meta |
| Type | Proprietary | Proprietary |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 1M | 1M |
| Independent public score (not head-to-head) | 37.38 | 74.13 |
| Benchmarks Covered | 7 | 6 |
| Pricing (input/output) | $2.00 / $8.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- GPT-4.1 public-lane score: Coming soon
- Muse Wonder Full public-lane score: Coming soon

| Benchmark | GPT-4.1 | Muse Wonder Full | Winner |
|-----------|-----------|-----------|--------|
| Gert Labs | 25.65% | Coming soon | Coming soon |
| JobBench | Coming soon | 75.3% | Coming soon |
| Finance Agent v2 | Coming soon | 59.1% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- GPT-4.1 public-lane score: Coming soon
- Muse Wonder Full public-lane score: 73.8 (Supported · #5/148)

| Benchmark | GPT-4.1 | Muse Wonder Full | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 54.6% | Coming soon | Coming soon |
| DeepSWE | Coming soon | 79.0% | Coming soon |
| ProgramBench | Coming soon | 59.0% | Coming soon |
| sweMarathon | Coming soon | 57.5% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- GPT-4.1 public-lane score: 72.8 (Unranked · 2 rankable rows)
- Muse Wonder Full public-lane score: 83.4 (Unranked · 2 rankable rows)

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- GPT-4.1 public-lane score: 54.7 (Unranked · 1 rankable row)
- Muse Wonder Full public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- GPT-4.1 public-lane score: 35.5 (Supported · #130/180)
- Muse Wonder Full public-lane score: 77.7 (Supported · #10/180)

| Benchmark | GPT-4.1 | Muse Wonder Full | Winner |
|-----------|-----------|-----------|--------|
| MMLU | 90.2% | Coming soon | Coming soon |
| GPQA | 66.3% | Coming soon | Coming soon |
| HealthBench Professional | Coming soon | 62.3% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- GPT-4.1 public-lane score: 61.5 (#14/17)
- Muse Wonder Full public-lane score: Coming soon

| Benchmark | GPT-4.1 | Muse Wonder Full | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | 72.7% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- GPT-4.1 public-lane score: 50.3 (#82/127)
- Muse Wonder Full public-lane score: Coming soon

| Benchmark | GPT-4.1 | Muse Wonder Full | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 87.4% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- GPT-4.1 public-lane score: 27 (Unranked · 1 rankable row)
- Muse Wonder Full public-lane score: Coming soon

| Benchmark | GPT-4.1 | Muse Wonder Full | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | 5.965% | Coming soon | Coming soon |

## FAQ

### Can I compare GPT-4.1 and Muse Wonder Full 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

- [GPT-4.1 vs GPT-4.1 mini](/compare/gpt-4-1-vs-gpt-4-1-mini)
- [Muse Wonder Full vs GPT-4.1 mini](/compare/gpt-4-1-mini-vs-muse-wonder-full)
- [GPT-4.1 vs GPT-4.1 nano](/compare/gpt-4-1-vs-gpt-4-1-nano)
- [Muse Wonder Full vs GPT-4.1 nano](/compare/gpt-4-1-nano-vs-muse-wonder-full)

## Explore More

- [GPT-4.1 profile](/models/gpt-4-1)
- [Muse Wonder Full profile](/models/muse-wonder-full)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)