LLMCost

Reflection: Beam 1.0 501B A23B vs ScaleDown: Summarize

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

Reflection: Beam 1.0 501B A23B $0.300/$1.00vsScaleDown: Summarize $0.040/Free

Verdict

On blended price (3:1 input:output), ScaleDown: Summarize is ~15.8× cheaper ($0.040/Free vs $0.300/$1.00 per 1M tokens).

Pricing

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

MetricReflection: Beam 1.0 501B A23BScaleDown: Summarize
Input / 1M$0.300$0.040
Output / 1M$1.00Free
Cache read / 1M$0.040—
Blended (3:1)$0.475/1M$0.030/1M
Estimated monthly costReflection: Beam 1.0 501B A23BScaleDown: Summarize
Chatbot10,000 reqs · 800/400 tok$6.40$0.32
Coding agent5,000 reqs · 8000/2000 tok$22.00$1.60
RAG pipeline30,000 reqs · 4000/500 tok$51.00$4.80

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

Specifications & capabilities

MetricReflection: Beam 1.0 501B A23BScaleDown: Summarize
Context window1.0M1M
Max output944K4K
Vision input–✓
Tool calling✓–
Reasoning✓–

Full details: Reflection: Beam 1.0 501B A23B pricing · ScaleDown: Summarize pricing