LLMCost

Moondream: Moondream 3 Preview vs ScaleDown: Summarize

On input price, ScaleDown: Summarize is ~7.5× cheaper. Verified 2026-10-21.

Moondream: Moondream 3 Preview $0.300/$2.50vsScaleDown: Summarize $0.040/Free

Verdict

On blended price (3:1 input:output), ScaleDown: Summarize is ~28.3× cheaper ($0.040/Free vs $0.300/$2.50 per 1M tokens).

Pricing

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

MetricMoondream: Moondream 3 PreviewScaleDown: Summarize
Input / 1M$0.300$0.040
Output / 1M$2.50Free
Cache read / 1M——
Blended (3:1)$0.850/1M$0.030/1M
Estimated monthly costMoondream: Moondream 3 PreviewScaleDown: Summarize
Chatbot10,000 reqs · 800/400 tok$12.40$0.32
Coding agent5,000 reqs · 8000/2000 tok$37.00$1.60
RAG pipeline30,000 reqs · 4000/500 tok$73.50$4.80

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

Specifications & capabilities

MetricMoondream: Moondream 3 PreviewScaleDown: Summarize
Context window32K1M
Max output4K4K
Vision input✓✓
Tool calling––
Reasoning✓–

Full details: Moondream: Moondream 3 Preview pricing · ScaleDown: Summarize pricing