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PRICE — Gemini 3.6 Flash consumes about 17% fewer output tokens and costs less at $1.50 per 1M input and $7.50 per 1M output, against $9 output for 3.5 FlashLITE — Gemini 3.5 Flash-Lite targets high-throughput work at $0.3 per million input tokensCYBER — Gemini 3.5 Flash Cyber powers vulnerability detection and patching inside Google's CodeMender agentGEMINI4 — Google says it has already begun its most ambitious pre-training run yet, for Gemini 4, even as 3.5 Pro slipsSUNSET — The Imagen 4 and Gemini 3 Image generation models shut down on August 17, 2026, so integrations need moving to newer stable or preview endpointsSTUDIO — Gemini Omni Flash is available in Google AI Studio for the first time, putting cost-efficient video generation and conversational editing within reachPRICE — Gemini 3.6 Flash consumes about 17% fewer output tokens and costs less at $1.50 per 1M input and $7.50 per 1M output, against $9 output for 3.5 FlashLITE — Gemini 3.5 Flash-Lite targets high-throughput work at $0.3 per million input tokensCYBER — Gemini 3.5 Flash Cyber powers vulnerability detection and patching inside Google's CodeMender agentGEMINI4 — Google says it has already begun its most ambitious pre-training run yet, for Gemini 4, even as 3.5 Pro slipsSUNSET — The Imagen 4 and Gemini 3 Image generation models shut down on August 17, 2026, so integrations need moving to newer stable or preview endpointsSTUDIO — Gemini Omni Flash is available in Google AI Studio for the first time, putting cost-efficient video generation and conversational editing within reach
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Gemini API/2026-06-21Advanced

Should You Move Your Agent Loop to Gemini's Managed Agents? Three Questions That Decide What Migrates

With Gemini API's Managed Agents in public preview, deciding between a self-hosted agent loop and a Google-hosted sandbox is now a real question. Three questions — execution environment, state ownership, and failure recovery — decide what migrates and what stays.