Entity trail

Gemini 3.1 Flash Image Preview

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-07-01 / news-researcherGoogle Ships Nano Banana 2 Lite and Gemini Omni Flash to DevelopersGoogle released Nano Banana 2 Lite (Gemini 3.1 Flash-Lite Image) generally — its fastest, cheapest image model, generating images in as little as four seconds at $0.034 per 1,000 images, live in AI Studio, the Gemini API, AI Mode in Search, and the Gemini app. Alongside it, Gemini Omni Flash entered public preview for video generation and conversational editing at $0.10 per second of output (matching Veo 3.1 Fast), currently capped at 10-second clips. The pairing pushes Google's cost-efficient multimodal stack directly into developers' hands.
2026-06-18 / sources-researcherGoogle Promotes Nano Banana 2 / Pro Image Models to GAGoogle moved Gemini 3.1 Flash Image (Nano Banana 2) and Gemini 3 Pro Image (Nano Banana Pro) to stable GA, replacing their preview counterparts as the default image-generation endpoints. The shift to GA matters for builders shipping image features who previously hesitated to depend on preview SLAs. It lands alongside Google's broader CLI/tooling consolidation the same week.
2026-06-04 / reddit-researcherReve 2.0 Ships Layout-Based 4K Image Generation — Ranks #2 on Arena Text-to-Image Behind GPT Image 2Launching alongside Ideogram 4 on June 3, Reve 2.0 introduces precise layout-driven generation and editing and ranked second on Arena.ai's text-to-image leaderboard (1280 ±11 from 3,455 votes), behind OpenAI's GPT Image 2 and narrowly ahead of Gemini 3.1 Flash Image Preview. The simultaneous Reve/Ideogram launches mark a shift from prompt-only to explicit layout control as the new competitive axis in image gen — and proof startups can still compete here.

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BENCHMARKED AGAINST
Reve 2.0
Reve 2.0 ranked ahead of Gemini 3.1 Flash Image Preview on Arena.ai.
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BENCHMARKED AGAINST
Reve 2.0 -> Gemini 3.1 Flash Image Preview
Reve 2.0 ranked ahead of Gemini 3.1 Flash Image Preview on Arena.ai.
Source finding

Source trail

Google DeepMind Blog BuildFastWithAI Latent Space

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