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Comparison of GLM-5.2, Thinking Machines: Inkling
2 modelszai-orgGLM-5.2Remove ×thinkingmachinesThinking Machines: InklingRemove ×
What’s differentGLM-5.2 is Z-AI's latest flagship model for long-horizon tasks. It marks a substantial leap in long-horizon task capability over its predecessor GLM-5.1 and, for the first time, delivers that capability on…Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and…
DateJun 16, 2026ListedJul 15, 2026Released
Listed rate$0.0341 in / $7.00 out/ 1M tokensWafer · via OpenRouter · all routes ↗wafer/us · quantization=fp4$0.95 in / $4.05 out/ 1M tokensdeepinfra · via Hugging Face · all routes ↗
Provider endpoints44 endpoints →6 endpoints →
AA Intelligence ↗4.3.2Not reported24.98 ↗Effort: xhigh · XhighIndependent result
AA-Briefcase ↗1.1Not reported832.43 ↗Effort: xhigh · XhighIndependent result
GDPval-AA ↗2.1Not reported1,076.19 ↗Effort: xhigh · XhighIndependent result
AutomationBench-AA ↗AA Index 4.3.2 collectionNot reported4.98% ↗Effort: xhigh · XhighIndependent result
Terminal-Bench 4.0 · AA ↗Not reported1.01% ↗Effort: xhigh · XhighHarness unreportedIndependent result
SciCode ↗AA Index 4.3.2 collectionNot reported46.99% ↗AA · Under reviewEffort: xhigh · XhighIndependent result
Humanity’s Last Exam ↗AA Index 4.3.2 collectionNot reported31.88% ↗Effort: xhigh · XhighIndependent result
GDP.pdf ↗AA Index 4.3.2 collectionNot reported12.8% ↗Effort: xhigh · XhighIndependent result
CritPt ↗AA Index 4.3.2 collectionNot reported5.43% ↗AA · Under reviewEffort: xhigh · XhighIndependent result
AA-Omniscience ↗AA Index 4.3.2 collectionNot reported2 ↗Effort: xhigh · XhighIndependent result
AA-LCR ↗1.1Not reported77.33% ↗Effort: xhigh · XhighIndependent result
Context window1M1M
Max output943.7K471.9K
Parameters——
Tool callingSupportedSupported
Structured outputSupportedSupported
Image inputNot reportedSupported
Audio inputNot reportedSupported
ReasoningSupportedSupported
Prompt cachingSupportedSupported
Open weightsSupportedSupported

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