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Comparison of MiniMax-M3, GLM-5.2, remove_background_guided
3 modelsMiniMaxAIMiniMax-M3Remove ×zai-orgGLM-5.2Remove ×Briaremove_background_guidedRemove ×
What’s differentMiniMax-M3 is a native multimodal model with 1M context. It has ~428B parameters and ~23B activated parameters.GLM-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…Prompt-guided background removal by Bria: tell it what to keep or what to remove and get a clean cutout with true transparency, at the original resolution with the original pixels untouched. Trained…
DateJun 1, 2026ReleasedJun 16, 2026ListedOct 14, 2026Listed
Listed rate$0.28 in / $1.10 out/ 1M tokensdeepinfra · via Hugging Face · all routes ↗$0.0341 in / $7.00 out/ 1M tokensWafer · via OpenRouter · all routes ↗wafer/us · quantization=fp4See provider quotes
Provider endpoints7 endpoints →44 endpoints →0 endpoints →
AA Intelligence ↗4.3.229.22 ↗Effort not specifiedIndependent resultNot reportedNot reported
AA-Briefcase ↗1.11,090.37 ↗Effort not specifiedIndependent resultNot reportedNot reported
GDPval-AA ↗2.11,242.47 ↗Effort not specifiedIndependent resultNot reportedNot reported
AutomationBench-AA ↗AA Index 4.3.2 collection21.25% ↗Effort not specifiedIndependent resultNot reportedNot reported
Terminal-Bench 4.0 · AA ↗2.02% ↗Effort not specifiedHarness unreportedIndependent resultNot reportedNot reported
SciCode ↗AA Index 4.3.2 collection47.11% ↗AA · Under reviewEffort not specifiedIndependent resultNot reportedNot reported
Humanity’s Last Exam ↗AA Index 4.3.2 collection38.97% ↗Effort not specifiedIndependent resultNot reportedNot reported
GDP.pdf ↗AA Index 4.3.2 collection9.8% ↗Effort not specifiedIndependent resultNot reportedNot reported
CritPt ↗AA Index 4.3.2 collection3.71% ↗AA · Under reviewEffort not specifiedIndependent resultNot reportedNot reported
AA-Omniscience ↗AA Index 4.3.2 collection1.35 ↗Effort not specifiedIndependent resultNot reportedNot reported
AA-LCR ↗1.183% ↗Effort not specifiedIndependent resultNot reportedNot reported
Context window1M1M—
Max output—943.7K—
Parameters———
Tool callingSupportedSupportedNot reported
Structured outputSupportedSupportedNot reported
Image inputSupportedNot reportedNot reported
ReasoningSupportedSupportedNot reported
Prompt cachingNot reportedSupportedNot reported
Open weightsSupportedSupportedNot reported

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