Tokens Boutique

Plan, audit, and protect your AI spend.

local-first cost engineering

Lifecycle intelligence

Model Retirement Radar

Review model lifecycle changes and find capacity-compatible migration candidates before an endpoint disappears.

Deprecated models tracked

8

Retired models tracked

14

Market radar

Known lifecycle changes

Migration brief

Replace gemini-3-pro-preview

CandidateCapacityMonthly estimateVendor continuity
gemini-3.1-flash-liteGoogle · frontier1M / 64K$80.00$560.00 differenceSame vendor
gemini-3.5-flash-liteGoogle · frontier1M / 64K$110.00$530.00 differenceSame vendor
gemini-3-flash-previewGoogle1M / 64K$160.00$480.00 differenceSame vendor
gemini-3.6-flashGoogle · frontier1M / 64K$225.00$415.00 differenceSame vendor
gemini-3.7-flashGoogle · frontier1M / 64K$225.00$415.00 differenceSame vendor
gemini-3.5-flashGoogle · frontier1M / 64K$480.00$160.00 differenceSame vendor

Candidates meet the selected input and output limits. Run quality, latency, feature, and compliance tests before moving production traffic.