GPT-5.4 vs Muse Spark
GPT-5.4 (OpenAI) and Muse Spark (Meta AI) compared on benchmarks, pricing, context window, and use-case rankings.
- GPT-5.4 leads on overall intelligence (ECI 156 vs 154).
- Muse Spark ranks higher for coding (79th vs 78th percentile).
| Attribute | GPT-5.4 | Muse Spark |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 156 | 154 |
| Coding | 78 | 79 |
| Math | 88 | 66 |
| Reasoning & Knowledge | 79 | 84 |
| Agentic & Tools | 74 | 64 |
| Specifications | ||
| Developer | OpenAI | Meta AI |
| Family | GPT | — |
| Released | Mar 5, 2026 | Apr 8, 2026 |
| Parameters | — | — |
| Availability | API access | API access |
| Context window | 1.1M | — |
| Price — $/M input | $2.50 | — |
| Price — $/M output | $15.00 | — |
| Inputs | text, image, file | — |
| Outputs | text | — |
| Benchmarks | ||
| AIME 2024/2025 | 98% | 89% |
| APEX | 36% | — |
| ARC-AGI | 94% | — |
| ARC-AGI-2 | 74% | — |
| FrontierMath | 48% | 39% |
| FrontierMath Tier 4 | 27% | 15% |
| GPQA Diamond | 93% | 90% |
| GSO (code optimization) | 31% | — |
| Humanity's Last Exam | 36% | 41% |
| METR task horizon | 5.7 h | — |
| SciCode | 57% | 52% |
| SimpleQA Verified | 45% | 66% |
| SWE-bench Verified | 77% | — |
| Terminal-Bench | 82% | — |
| WebDev Arena | 1457 | 1513 |
| WeirdML | 78% | — |
| τ²-bench | 87% | 92% |
Use-case scores are 0–100 percentile composites across each area’s benchmarks, ranked against every model from the past year. Highlighted cells lead each row. Open a model for the full picture.
Frequently asked questions
Is GPT-5.4 better than Muse Spark?
On Epoch AI's Capabilities Index, GPT-5.4 scores higher (156) than Muse Spark (154). The right pick depends on your task — compare their coding, math, and reasoning scores in the table above.
Which is better for coding, GPT-5.4 or Muse Spark?
Across coding benchmarks like SWE-bench Verified and Terminal-Bench, Muse Spark ranks higher — 79th vs 78th percentile among the models tracked on Model Beat.
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Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.