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Comparison of MiniMax: MiniMax M2.5, GLM-5.3, Meta: Muse Spark Open
3 modelsminimaxMiniMax: MiniMax M2.5Remove ×zai-orgGLM-5.3Remove ×metaMeta: Muse Spark OpenRemove ×
What’s differentMiniMax-M2.5 is a SOTA large language model designed for real-world productivity. Trained in a diverse range of complex real-world digital working environments, M2.5 builds upon the coding expertise of M2.1...Reuses the GLM-5.2 base with new post-training; exposes low, high and max reasoning effort, defaulting to max.OpenRouter lists a 1,048,576-token context and up to 943,718 output tokens for this open-weight model aimed at agentic coding.
DateFeb 12, 2026ListedAug 18, 2026ReleasedOct 15, 2026Released
Listed rate$0.27 in / $1.08 out/ 1M tokensStreamLake · via OpenRouter · all routes ↗streamlake$0.079 in / $1.40 out/ 1M tokensWafer · via OpenRouter · all routes ↗wafer/us · quantization=fp4$1.25 in / $4.25 out/ 1M tokensbaseten · via Hugging Face · all routes ↗
Provider endpoints12 endpoints →59 endpoints →8 endpoints →
AA Intelligence ↗4.3.2Not reported44.78 ↗Effort: max · MaxIndependent result38.87 ↗Effort: xhigh · XhighIndependent result
AA-Briefcase ↗1.1Not reported1,506.86 ↗Effort: max · MaxIndependent result1,279.37 ↗Effort: xhigh · XhighIndependent result
GDPval-AA ↗2.1Not reported1,650.31 ↗Effort: max · MaxIndependent result1,401.12 ↗Effort: xhigh · XhighIndependent result
AutomationBench-AA ↗AA Index 4.3.2 collectionNot reported62.2% ↗Effort: max · MaxIndependent result49.71% ↗Effort: xhigh · XhighIndependent result
Terminal-Bench 4.0 · AA ↗Not reported41.92% ↗Effort: max · MaxHarness unreportedIndependent result8.08% ↗Effort: xhigh · XhighHarness unreportedIndependent result
SciCode ↗AA Index 4.3.2 collectionNot reported59.03% ↗AA · Under reviewEffort: max · MaxIndependent result58.45% ↗AA · Under reviewEffort: xhigh · XhighIndependent result
Humanity’s Last Exam ↗AA Index 4.3.2 collectionNot reported42.26% ↗Effort: max · MaxIndependent result43.88% ↗Effort: xhigh · XhighIndependent result
GDP.pdf ↗AA Index 4.3.2 collectionNot reported11.2% ↗Effort: max · MaxIndependent result18.6% ↗Effort: xhigh · XhighIndependent result
CritPt ↗AA Index 4.3.2 collectionNot reported19.14% ↗AA · Under reviewEffort: max · MaxIndependent result14.86% ↗AA · Under reviewEffort: xhigh · XhighIndependent result
AA-Omniscience ↗AA Index 4.3.2 collectionNot reported14.3 ↗Effort: max · MaxIndependent result24.65 ↗Effort: xhigh · XhighIndependent result
AA-LCR ↗1.1Not reported79.67% ↗Effort: max · MaxIndependent result78.33% ↗Effort: xhigh · XhighIndependent result
LiveBench ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported60.74% ↗Effort: max · single run · equal mean of 7 suitesIndependent result57.57% ↗Effort: max · single run · equal mean of 7 suitesIndependent result
LiveBench Design ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported77.3% ↗Effort: max · single runIndependent result60.3% ↗Effort: max · single runIndependent result
LiveBench Research ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported73.2% ↗Effort: max · single runIndependent result80.3% ↗Effort: max · single runIndependent result
LiveBench Browser Use ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported0% ↗Effort: max · single runIndependent result36% ↗Effort: max · single runIndependent result
LiveBench Coding ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported82.8% ↗Effort: max · single runIndependent result73.6% ↗Effort: max · single runIndependent result
LiveBench Agentic ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported35.9% ↗Effort: max · single runIndependent result18.9% ↗Effort: max · single runIndependent result
LiveBench Data Analysis ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported70.2% ↗Effort: max · single runIndependent result60.2% ↗Effort: max · single runIndependent result
LiveBench Reasoning ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported85.8% ↗Effort: max · single runIndependent result73.7% ↗Effort: max · single runIndependent result
Context window204.8K1M1M
Max output32.8K943.7K943.7K
Parameters———
Tool callingSupportedSupportedSupported
Structured outputSupportedSupportedSupported
Image inputNot reportedNot reportedSupported
Audio inputNot reportedNot reportedSupported
Video inputNot reportedNot reportedSupported
ReasoningSupportedSupportedSupported
Prompt cachingSupportedSupportedSupported
Open weightsSupportedSupportedSupported

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