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Toolsummary LLM price ledger

Step 3.5 Flash vs Step 3.5 Flash 2603: cost comparison

Prices updated 2026-11-06 · computed from live provider data

Short answer: Step 3.5 Flash 2603 is cheaper on a 3:1 input/output blend — $0.150 per million tokens versus $0.150, a 0% difference. Both offer the same 262,144-token context window, so cost is the deciding factor.

Head to head

Step 3.5 FlashStep 3.5 Flash 2603
Input, per 1M tokens$0.100$0.100
Output, per 1M tokens$0.300$0.300
Blended 3:1, per 1M$0.150$0.150
Context window262,144262,144
Vendorempiriolabsempiriolabs

Monthly cost at real volumes

Workload (input / output)Step 3.5 FlashStep 3.5 Flash 2603
1M in / 250K out$0.175$0.175
10M in / 2.5M out$1.75$1.75
100M in / 25M out$17.50$17.50

Which should you pick?

Because the context windows are identical, the cheaper option is the better default. Choose Step 3.5 Flash 2603 unless you are already standardised on empiriolabs tooling and want to avoid a second integration.

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