Nova 2 Pro vs GLM-5 Code

Amazon against Z.ai (GLM), costed on the same three workloads. GLM-5 Code is cheaper on all three workloads.

Monthly bill, side by side

WorkloadNova 2 ProGLM-5 CodeDifference
Support chatbot
2,500 six-turn conversations a day
$11,468 $4,428 $7,040 (2.6×)
Document summariser
1,000 single-shot summaries a day
$1,221 $559 $661 (2.2×)
Coding agent
200 twelve-turn sessions a day
$7,324 $3,190 $4,134 (2.3×)

No prompt caching and no batch discount on either side, so the comparison is like for like. Both figures assume 30 days a month.

The rate cards

Nova 2 ProGLM-5 Code
Input, per 1M tokens$2.1875$1.2
Output, per 1M tokens$17.5$5
Cached input$0.5469$0.3
Context window1M200K
Maximum output64K128K
Reasoning modelyesyes
Visionyesno

Run this comparison on your own numbers

Full detail: Nova 2 Pro pricing · GLM-5 Code pricing