MiniMax M3 vs GLM 5.2: API Pricing Comparison

MiniMax MiniMax M3 vs Zhipu GLM 5.2: token prices, batch and cache rates, Arena ELO, and cost per request for 8 business use cases. Prices in USD per 1 million tokens. Data snapshot: 2026-09-06.

MiniMax M3 pricing (MiniMax)

GLM 5.2 pricing (Zhipu)

Cost per request by business use case

List price vs optimized (prompt caching on the cached input share, batch API for async workloads, only where the provider publishes those rates).

Use caseTokens (in/out)MiniMax M3 listMiniMax M3 optimizedGLM 5.2 listGLM 5.2 optimized
Support Ticket1,500 / 500$0.0010$0.000834$0.0030$0.0023
Knowledge Q&A2,000 / 800$0.0016$0.0012$0.0044$0.0033
Meeting Summary10,000 / 1,200$0.0044$0.0042$0.013$0.013
Marketing Content2,500 / 1,800$0.0029$0.0028$0.0079$0.0075
Coding Task3,000 / 2,000$0.0033$0.0029$0.0090$0.0078
Invoice Processing1,500 / 600$0.0012$0.0011$0.0033$0.0029
Call Summary2,000 / 700$0.0014$0.0014$0.0041$0.0039
Agent Workflow6,000 / 3,000$0.0054$0.0044$0.015$0.012

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These are list prices: real cost also depends on caching, batching, negotiated discounts, marketplace agreements, and existing contracts. Get a FinOps review from OptimNow or compare all models.