rotative
the decoder · July 11, 2026

Muse Spark 1.1 beats GLM-5.2 at coding while costing $0.11 less

meta's muse spark 1.1 tops glm-5.2 on coding benchmarks with a 71.3 score and costs just $0.26 per task, signaling a shift toward higher-value, lower-cost coding agents.

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meta upgraded its muse spark model to version 1.1, which now scores 71.3 on artificial analysis's coding index, surpassing glm-5.2's 68.8 and nearing gpt-5.6 luna's 71.4. priced at $0.26 per task, it undercuts competitors like glm-5.2 ($0.37) and gpt-5.4 ($0.89) while using significantly fewer output tokens. the update also slashed the hallucination rate from 73% to 38% and expanded the context window to one million tokens. these improvements position muse spark as a highly efficient option for enterprise coding workflows, prioritizing reliability and lower inference costs.

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