LLMCost

ScaleDown: Summarize vs Z.ai: GLM 4.6

On input price, ScaleDown: Summarize is ~13.8× cheaper. Verified 2026-10-21.

ScaleDown: Summarize $0.040/FreevsZ.ai: GLM 4.6 $0.550/$2.20

Verdict

On blended price (3:1 input:output), ScaleDown: Summarize is ~32.1× cheaper ($0.040/Free vs $0.550/$2.20 per 1M tokens).

Pricing

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

MetricScaleDown: SummarizeZ.ai: GLM 4.6
Input / 1M$0.040$0.550
Output / 1MFree$2.20
Cache read / 1M—$0.110
Blended (3:1)$0.030/1M$0.963/1M
Estimated monthly costScaleDown: SummarizeZ.ai: GLM 4.6
Chatbot10,000 reqs · 800/400 tok$0.32$13.20
Coding agent5,000 reqs · 8000/2000 tok$1.60$44.00
RAG pipeline30,000 reqs · 4000/500 tok$4.80$99.00

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

Specifications & capabilities

MetricScaleDown: SummarizeZ.ai: GLM 4.6
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 4.6 pricing