GLM-5.2 vs Muse Spark 1.2: Specs & Benchmark Comparison

GLM-5.2 is developed by Zhipu AI, while Muse Spark 1.2 comes from Meta. GLM-5.2 was released in June 2026, and Muse Spark 1.2 followed 2 months later in August 2026. GLM-5.2 has a published size of about 753 billion parameters; Meta has not disclosed the parameter count of Muse Spark 1.2.

We have 4 benchmark results for GLM-5.2 and 3 benchmark results for Muse Spark 1.2, but they were measured on different benchmarks, so there is no like-for-like scoreboard.

Muse Spark 1.2 is the cheaper API at $0.10 per million input tokens and $0.20 per million output tokens, roughly 14 times cheaper than GLM-5.2 at $1.40 and $4.40. Both accept a context window of about 1M tokens. GLM-5.2 accepts text as input, while Muse Spark 1.2 accepts text and images.

CharacteristicGLM-5.2Muse Spark 1.2
CompanyZhipu AIMeta
Release DateJune 16, 2026August 5, 2026
Parameters753B
MultimodalNoYes
Context (input)1.0M1.0M
Context (output)131K131K
Input Price / 1M$1.40$0.10
Output Price / 1M$4.40$0.20
Average Score94.3%71.0%

Verdict

Muse Spark 1.2 leads in 2 out of 4 comparison categories.

Overall Performance

Both models show comparable average scores: GLM-5.2 — 0.9, Muse Spark 1.2 — 0.7.

API Cost

Muse Spark 1.2 is 19.3x cheaper: input $0.10/1M vs $1.40/1M tokens.

Context Window

GLM-5.2 supports a larger context: 1M vs 1M tokens.

Recency

Muse Spark 1.2 is newer: released 8/5/2026 vs 6/16/2026.

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Frequently Asked Questions

Which is better for coding — GLM-5.2 or Muse Spark 1.2?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — GLM-5.2 or Muse Spark 1.2?
Muse Spark 1.2 is cheaper for input: $0.10 per 1M tokens vs $1.40.
Which has a larger context window — GLM-5.2 or Muse Spark 1.2?
GLM-5.2 supports a larger context: 1,048,576 tokens vs 1,000,000.

The GLM-5.2 and Muse Spark 1.2 comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the GLM-5.2 or Muse Spark 1.2 page. See also the complete list of AI model comparisons.