Gemini 3 models: current endpoints, shutdowns & migration

Runbo Li
Runbo Li
·
· 6 min read
Google Gemini 3 logo illustration representing the new AI model launch.

Quick answer

Gemini 3 is a model family; choose its exact current endpoint for the job. The original gemini-3-pro-preview shut down March 9, 2026. Current options include Gemini 3.8 Flash, 3.8 Live, 3.8 TTS and Nano Banana 2.1. Check app/API access, lifecycle and billing before integrating. Routing checked October 10, 2026 against Google's model catalog and deprecation schedule.

Gemini 3 current models at a glance

Current route

Endpoint

Google's documented role

Lifecycle state

Gemini 3.8 Flash

gemini-3.8-flash

Long-horizon software engineering, autonomous agents and complex enterprise workflows

Stable; no shutdown announced

Gemini 3.5 Flash-Lite

gemini-3.5-flash-lite

Fast, cost-sensitive high-throughput execution

Stable; no shutdown announced

Gemini 3.1 Pro

gemini-3.1-pro-preview

Complex problem-solving, agentic work and coding

Preview; no shutdown announced

Nano Banana 2.1

gemini-nano-banana-2.1

Image generation and conversational editing; text, image, video and PDF inputs

Stable; no shutdown announced

Nano Banana 2

gemini-3.1-flash-image

High-efficiency image generation and editing

Stable; no shutdown announced

Nano Banana 2 Lite

gemini-3.1-flash-lite-image

Low-latency, cost-sensitive image generation and editing

Stable; check model documentation

Nano Banana Pro

gemini-3-pro-image

Context-heavy image creation, complex layouts and precise text

Stable; no shutdown announced

Gemini Omni Flash

gemini-omni-1.1-flash

Video generation, editing, interpolation and extension with native audio

Stable; no shutdown announced

Gemini 3.1 Flash Live

gemini-3.1-flash-live-preview

Legacy voice preview; Google recommends Gemini 3.8 Live

Preview; replacement recommended

Gemini 3.8 Live

gemini-3.8-live

Interactive voice agents and real-time dialogue

Stable; no shutdown announced

Gemini 3.8 Flash TTS

gemini-3.8-flash-tts

Creative narration and multi-speaker dialogue

Stable; no shutdown announced

Gemini 3.8 Flash-Lite TTS

gemini-3.8-flash-lite-tts

High-throughput read-aloud and single-speaker production

Stable; no shutdown announced

Google's catalog changes quickly. The table is a dated routing guide, not a promise that every model appears in every Gemini app, Workspace, Search, Vertex AI or third-party surface. API developers should use exact endpoint IDs; app users should record the visible mode and account tier. Lifecycle labels apply to an exact ID: the Gemini Omni model card labels gemini-omni-1.1-flash stable and gemini-omni-flash-preview preview. Those names are not interchangeable.

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What happened to the original Gemini 3 Pro?

Google's deprecation page lists gemini-3-pro-preview as released November 18, 2025, shut down March 9, 2026, and replaced by gemini-3.1-pro-preview. Code that still names the original endpoint needs migration. An old screenshot or launch article does not prove that the endpoint remains callable.

The broad name “Gemini 3” remains useful for the model generation. The exact suffix determines whether the route is stable or preview, optimized for general tasks, images, live audio, transcription or video, and subject to a published shutdown date.

How to choose a current Gemini 3 model

  • Start with Gemini 3.8 Flash for Google's current stable general-purpose Flash route, especially complex coding and agentic workflows.
  • Use Gemini 3.5 Flash-Lite when throughput and cost matter more than choosing the newest general-purpose Flash model.
  • Evaluate Gemini 3.1 Pro when a preview endpoint is acceptable and the job needs harder reasoning, agentic work or coding.
  • Use Nano Banana 2.1, Nano Banana 2, Nano Banana 2 Lite or Nano Banana Pro for image generation and editing. Nano Banana 2.1 is a separate current endpoint, gemini-nano-banana-2.1; the older IDs remain distinct models.
  • Use Gemini Omni Flash for Google's current Gemini-branded video generation and editing route, and Veo for the separate Veo model family.
  • Use Gemini 3.8 Live for interactive voice; consider gemini-3.8-live-extended-thinking when the live interaction needs more background reasoning. For a finished narration file, use 3.8 Flash TTS or Flash-Lite TTS instead of assuming a text or Live route has the same request format.

Before production use, confirm input types, output formats, context window, regional availability, rate limits, safety behavior and pricing in the current documentation. Google's pricing page bills different models and modalities differently, so “Gemini 3 pricing” has no single correct number.

How to migrate from a retired Gemini endpoint

  • Inventory the exact endpoint IDs in source code, stored configurations, dashboards and evaluation logs.
  • Map each retired ID to Google's current recommended replacement; do not replace every model with one global default.
  • Replay a fixed set of representative prompts and media with the same acceptance criteria.
  • Compare schema adherence, tool calls, safety responses, latency, token or media cost, and downstream correction work.
  • Update parsing and retry logic only after checking the replacement's current response shape and limits.
  • Record the test date and endpoint ID so later readers can reproduce the result.

Voice migration: update requests and audio handling

Google lists November 17, 2026 as the earliest shutdown date for gemini-3.1-flash-tts-preview in its deprecation schedule. Check for the final notice and migrate to 3.8 Flash TTS or Flash-Lite TTS before relying on the legacy preview.

The 3.8 TTS migration guide and 3.8 Live migration guide document changes beyond the model name:

  • TTS transcript and directions. Keep spoken words in the input text; put delivery style and speaker labels in speech_metadata. Inline directions may otherwise be spoken. Each multi-speaker turn needs a speaker matching the configured voice.
  • TTS audio bytes. Unary 3.8 TTS requests return WAV by default. Remove code that adds a second WAV header to the returned bytes; explicitly request audio/l16 if the pipeline needs headerless PCM.
  • Live session configuration. When moving from 3.1 Live to gemini-3.8-live, remove the old thinking_level or thinking_config session settings. Google documents proactive audio as permanently enabled; sending proactive_audio=false produces an error.
  • Live tool responses. Function calls default to NON_BLOCKING. If the application requires the model to wait for a tool result, configure BLOCKING deliberately and test interruptions and delayed responses.

Before rollout, replay a short narration and a representative live tool-call conversation. Inspect request validation, speaker assignment, audio headers and turn behavior. These are migration checks to perform, not tests this article claims to have run.

What Gemini 3 introduced at launch

Google's November 2025 launch collection introduced Gemini 3 Pro across the Gemini app, AI Mode in Search, AI Studio, Vertex AI and developer tools, with multimodal reasoning, coding, generative interfaces and agentic features. Those launch statements describe the products and access tiers available at that time.

The following three images are retained as launch-era evidence. They document the November 2025 article and should not be read as screenshots of the current model selector or current feature availability.

Launch-era Gemini 3 Pro image

Gemini 3 Pro image

Historical screenshot: Gemini 3 Pro artwork from the November 2025 launch article.

Launch-era Gemini Agent rollout

Gemini 3 Agent Mode automating tasks like email organization, scheduling, and research inside the Gemini app.

Historical screenshot: Gemini Agent was introduced as an early Ultra rollout. Check the current app and help documentation before promising access.

Launch-era Gemini Labs tools

Gemini Labs Tools

Historical screenshot: Experimental Labs and generative-interface examples from the launch period. Experimental names and availability can change.

How to evaluate Gemini claims reliably

A useful comparison names the exact endpoint, access surface, date, region, account tier, prompt, inputs, settings and number of attempts. It separates Google's documented capabilities from observed test results and preserves failures as well as selected outputs.

  • For text and coding, score factual correctness, citation quality, tool execution, schema adherence and correction effort.
  • For images, score instruction adherence, reference preservation, text accuracy, edit locality and cost per accepted image.
  • For voice or live interaction, measure latency, interruption handling, transcription accuracy and recovery from failed tool calls.
  • For video, measure prompt adherence, temporal consistency, audio synchronization, duration, resolution, retries and editing effort.

For current image choices, use our AI image generator comparison and Nano Banana Pro review. If the deliverable is media rather than a general assistant answer, test a representative brief in Magic Hour's AI image generator or AI video generator.

Frequently asked questions

Yes, Gemini 3 remains a current model generation, but the original gemini-3-pro-preview endpoint is shut down. Google's current catalog lists newer Gemini 3 endpoints, including stable Flash, image, Live and TTS models plus preview Pro routes. Check the exact endpoint rather than relying on the family name.

Google lists gemini-3.1-pro-preview as the replacement for the retired gemini-3-pro-preview endpoint. That replacement is still labeled preview in the current model catalog, so production users should apply their normal preview-model risk and migration controls.

There is no single Gemini 3 free allowance. Access and limits depend on the product surface, region, account, model and modality. The Gemini app and Gemini API have different access and billing systems; confirm the current display or pricing page for the route you will use.

Yes. Google's current image endpoints include Nano Banana 2.1, Nano Banana 2, Nano Banana 2 Lite and Nano Banana Pro. Their exact API IDs are gemini-nano-banana-2.1, gemini-3.1-flash-image, gemini-3.1-flash-lite-image and gemini-3-pro-image. See the current image-generation documentation for supported inputs and outputs.

Google's catalog lists Gemini Omni Flash for video generation and editing with native audio. Veo remains a separate Google video-model family. Name the exact endpoint and provider surface when comparing capabilities or prices.

That claim is too broad. Pro, Flash, Flash-Lite, image, Live and video routes optimize different tasks, cost and latency. Choose with a representative evaluation and current lifecycle data rather than a universal winner label.

Runbo Li
Runbo Li
CEO of Magic Hour
Runbo Li is the Co-founder and CEO of Magic Hour, where he builds AI video and image tools for content creation. He is a Y Combinator W24 founder and former Data Scientist at Meta, where he worked on 0-1 consumer social products in New Product Experimentation. He writes about AI video generation, AI image creation, creative workflows, and creator tools.
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