LLMCost

ScaleDown: Summarize vs Z.ai: GLM 5

On input price, ScaleDown: Summarize is ~25.0× cheaper. Verified 2026-10-21.

ScaleDown: Summarize $0.040/FreevsZ.ai: GLM 5 $1.00/$3.20

Verdict

On blended price (3:1 input:output), ScaleDown: Summarize is ~51.7× cheaper ($0.040/Free vs $1.00/$3.20 per 1M tokens).

Pricing

Per-million-token list prices, verified 2026-10-21. Green marks the better value.

MetricScaleDown: SummarizeZ.ai: GLM 5
Input / 1M$0.040$1.00
Output / 1MFree$3.20
Cache read / 1M—$0.200
Blended (3:1)$0.030/1M$1.55/1M
Estimated monthly costScaleDown: SummarizeZ.ai: GLM 5
Chatbot10,000 reqs · 800/400 tok$0.32$20.80
Coding agent5,000 reqs · 8000/2000 tok$1.60$72.00
RAG pipeline30,000 reqs · 4000/500 tok$4.80$168.00

Plug in your own numbers in the calculator, or paste a real bill into the Bill Shredder.

Specifications & capabilities

MetricScaleDown: SummarizeZ.ai: GLM 5
Context window1M205K
Max output4K131K
Vision input✓–
Tool calling–✓
Reasoning–✓

Provider

Infrastructure metrics for the organizations behind these models.

MetricscaledownZ.ai (GLM)
Listed endpoints—4
Reliability—99.2%
Avg latency—500 ms
Pricing tiers—standard, free, batch

Full details: ScaleDown: Summarize pricing · Z.ai: GLM 5 pricing