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Comparison of MiniMax-M3, Thinking Machines: Inkling
2 modelsMiniMaxAIMiniMax-M3Remove ×thinkingmachinesThinking Machines: InklingRemove ×
What’s differentMiniMax-M3 is a native multimodal model with 1M context. It has ~428B parameters and ~23B activated parameters.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 1, 2026ReleasedJul 15, 2026Released
Listed rate$0.28 in / $1.10 out/ 1M tokensdeepinfra · via Hugging Face · all routes ↗$0.95 in / $4.05 out/ 1M tokensdeepinfra · via Hugging Face · all routes ↗
Provider endpoints7 endpoints →6 endpoints →
AA Intelligence ↗4.3.229.22 ↗Effort not specifiedIndependent result24.98 ↗Effort: xhigh · XhighIndependent result
AA-Briefcase ↗1.11,090.37 ↗Effort not specifiedIndependent result832.43 ↗Effort: xhigh · XhighIndependent result
GDPval-AA ↗2.11,242.47 ↗Effort not specifiedIndependent result1,076.19 ↗Effort: xhigh · XhighIndependent result
AutomationBench-AA ↗AA Index 4.3.2 collection21.25% ↗Effort not specifiedIndependent result4.98% ↗Effort: xhigh · XhighIndependent result
Terminal-Bench 4.0 · AA ↗2.02% ↗Effort not specifiedHarness unreportedIndependent result1.01% ↗Effort: xhigh · XhighHarness unreportedIndependent result
SciCode ↗AA Index 4.3.2 collection47.11% ↗AA · Under reviewEffort not specifiedIndependent result46.99% ↗AA · Under reviewEffort: xhigh · XhighIndependent result
Humanity’s Last Exam ↗AA Index 4.3.2 collection38.97% ↗Effort not specifiedIndependent result31.88% ↗Effort: xhigh · XhighIndependent result
GDP.pdf ↗AA Index 4.3.2 collection9.8% ↗Effort not specifiedIndependent result12.8% ↗Effort: xhigh · XhighIndependent result
CritPt ↗AA Index 4.3.2 collection3.71% ↗AA · Under reviewEffort not specifiedIndependent result5.43% ↗AA · Under reviewEffort: xhigh · XhighIndependent result
AA-Omniscience ↗AA Index 4.3.2 collection1.35 ↗Effort not specifiedIndependent result2 ↗Effort: xhigh · XhighIndependent result
AA-LCR ↗1.183% ↗Effort not specifiedIndependent result77.33% ↗Effort: xhigh · XhighIndependent result
Context window1M1M
Max output—471.9K
Parameters——
Tool callingSupportedSupported
Structured outputSupportedSupported
Image inputSupportedSupported
Audio inputNot reportedSupported
ReasoningSupportedSupported
Prompt cachingNot reportedSupported
Open weightsSupportedSupported

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