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Z.ai: GLM 5.3 Flash (batch) vs Z.ai: GLM 5.3 Prime: API Pricing Compared

Comparing Z.ai: GLM 5.3 Flash (batch) and Z.ai: GLM 5.3 Prime: on combined input+output list price, Z.ai: GLM 5.3 Flash (batch) is cheaper at $0.23 vs $11.6 per 1M tokens — a difference of $11.37 (98%). Z.ai: GLM 5.3 Flash (batch) costs $0.05 in / $0.18 out with a 1,048,576-token context; Z.ai: GLM 5.3 Prime costs $2.8 in / $8.8 out with a 1,000,000-token context.
Z.ai: GLM 5.3 Flash (batch)Z.ai: GLM 5.3 Prime
Input /1M$0.05$2.8
Output /1M$0.18$8.8
Cached input /1M$0.01$0.56
Context window1,048,5761,000,000
Max output tokens131,072131,072
Cost @ 10M in + 2M out / mo$0.86$45.6

Estimate your own workload in the cost calculator, or open the full pages for Z.ai: GLM 5.3 Flash (batch) and Z.ai: GLM 5.3 Prime.

Frequently asked questions

Which is cheaper, Z.ai: GLM 5.3 Flash (batch) or Z.ai: GLM 5.3 Prime?

Z.ai: GLM 5.3 Flash (batch) is cheaper on combined list price: $0.23 vs $11.6 per 1M tokens (input + output). At 10M input + 2M output tokens per month, Z.ai: GLM 5.3 Flash (batch) costs $0.86 and Z.ai: GLM 5.3 Prime costs $45.6.

Which has the larger context window, Z.ai: GLM 5.3 Flash (batch) or Z.ai: GLM 5.3 Prime?

Z.ai: GLM 5.3 Flash (batch) has a context window of 1,048,576 tokens; Z.ai: GLM 5.3 Prime has 1,000,000 tokens. The larger one is Z.ai: GLM 5.3 Flash (batch).

Price snapshot October 22, 2026, refreshed daily.