GPT-5.1 High vs Muse Spark 1.1: Specs & Benchmark Comparison

GPT-5.1 High is developed by OpenAI, while Muse Spark 1.1 comes from Meta. GPT-5.1 High was released in November 2025, and Muse Spark 1.1 followed 8 months later in July 2026.

We have 2 benchmark results for GPT-5.1 High and 11 benchmark results for Muse Spark 1.1, but they were measured on different benchmarks, so there is no like-for-like scoreboard.

Muse Spark 1.1 is the cheaper API at $1.25 per million input tokens and $4.25 per million output tokens, about 60% below GPT-5.1 High at $2 and $8. Muse Spark 1.1 takes the larger context window at 1M tokens, compared with 256K for GPT-5.1 High. Both accept text and images as input.

CharacteristicGPT-5.1 HighMuse Spark 1.1
CompanyOpenAIMeta
Release DateNovember 11, 2025July 9, 2026
Parameters
MultimodalYesYes
Context (input)256K1.0M
Context (output)128K131K
Input Price / 1M$2.00$1.25
Output Price / 1M$8.00$4.25
Average Score94.0%70.7%

Verdict

Muse Spark 1.1 leads in 3 out of 4 comparison categories.

Overall Performance

Both models show comparable average scores: GPT-5.1 High — 0.9, Muse Spark 1.1 — 0.7.

API Cost

Muse Spark 1.1 is 1.8x cheaper: input $1.25/1M vs $2.00/1M tokens.

Context Window

Muse Spark 1.1 supports a larger context: 1M vs 256K tokens.

Recency

Muse Spark 1.1 is newer: released 7/9/2026 vs 11/11/2025.

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Frequently Asked Questions

Which is better for coding — GPT-5.1 High or Muse Spark 1.1?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — GPT-5.1 High or Muse Spark 1.1?
Muse Spark 1.1 is cheaper for input: $1.25 per 1M tokens vs $2.00.
Which has a larger context window — GPT-5.1 High or Muse Spark 1.1?
Muse Spark 1.1 supports a larger context: 1,000,000 tokens vs 256,000.

The GPT-5.1 High and Muse Spark 1.1 comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the GPT-5.1 High or Muse Spark 1.1 page. See also the complete list of AI model comparisons.