What is Gemini 3 flash

“Gemini 3 Flash” is the Flas h/fast member of the Gemini-3 family: a lighter, lower-latency, cost-efficient variant of Google’s Gemini-3 models intended for high-throughput, real-time and scale-sensitive applications. A variant of the Gemini API model family that lets developers call a low-latency, cost-optimized Gemini 3 style model over CometAPI's API (same API surface as other Gemini models). It exposes the same multimodal inputs and structured output tools but prioritizes inference speed and throughput.

Main features :

Low latency / high throughput: tuned for fast responses and cost efficiency (Flash design point).
Multimodal input support: text, images, video snippets and audio in many Flash variants (API model entries list supported input types per variant).
Function calling & structured outputs: JSON/structured output enforcement for integration with tools and agents.
Agent/Tooling support: integrates with Google Search grounding, function/tool calling, and agent frameworks in the Gemini ecosystem.

How Gemini 3 Flash compares to other models

Versus Gemini-3 Pro (same family): Flash = speed/cost optimized; Pro = higher reasoning, multimodal fidelity, and Deep Think. Choose Flash for real-time UIs; Pro for accuracy-sensitive tasks.
Versus previous Gemini (2.5 Flash): Gemini-3 family improves reasoning and multimodal performance; Flash design point continues to target price/performance. If you currently use 2.5 Flash, Gemini-3 Fast/Flash is intended to give better quality at similar latency/cost.

Practical use cases (where Flash wins)

Realtime chatbots & voice agents: low latency for conversational UIs and streaming audio applications.
Customer support & high-volume summarization: cost-efficient summarization of long transcripts at scale.
Edge or embedded inference where response time matters: use flash/lite style variants for tight SLAs.
Mass document parsing / ingestion pipelines: Flash for indexing and pre-processing; escalate to Pro for high-value extraction/analysis.
Realtime code assistants / IDE plugins: fast code completions with lower billing cost (validate with Pro for complex refactors).

How to access Gemini 3 flash API

Log in to cometapi.com. If you are not our user yet, please register first. Sign into your CometAPI console. Get the access credential API key of the interface. Click “Add Token” at the API token in the personal center, get the token key: sk-xxxxx and submit.

Step 2: Send Requests to Gemini 3 flash API

Select the “gemini-3-flash” endpoint to send the API request and set the request body. The request method and request body are obtained from our website API doc. Our website also provides Apifox test for your convenience. Replace <YOUR_API_KEY> with your actual CometAPI key from your account. base url is Gemini Generating Content and Chat.

Insert your question or request into the content field—this is what the model will respond to . Process the API response to get the generated answer.

Step 3: Retrieve and Verify Results

Process the API response to get the generated answer. After processing, the API responds with the task status and output data.

See also Gemini 3 Pro Preview API

FAQ

How does Gemini 3 Flash deliver Pro-level intelligence at Flash pricing?

What thinking levels does Gemini 3 Flash support?

Does Gemini 3 Flash have a free tier in the API?

What are Thought Signatures and why are they required for Gemini 3 Flash?

Can Gemini 3 Flash combine structured outputs with Google Search grounding?

How does media_resolution affect Gemini 3 Flash performance?

What tools does Gemini 3 Flash support?

Pricing for Gemini 3 Flash

Explore competitive pricing for Gemini 3 Flash, designed to fit various budgets and usage needs. Our flexible plans ensure you only pay for what you use, making it easy to scale as your requirements grow. Discover how Gemini 3 Flash can enhance your projects while keeping costs manageable.

Correction: gemini-3-flash variants (same price across variants)

Model family	Variant (model name)	Input price (USD / 1M tokens)	Output price (USD / 1M tokens)
gemini-3-flash	gemini-3-flash	$0.40	$2.40
gemini-3-flash	gemini-3-flash-preview	$0.40	$2.40
gemini-3-flash	gemini-3-flash-all	$0.40	$2.40
gemini-3-flash	gemini-3-flash-thinking	$0.40	$2.40
gemini-3-flash	gemini-3-flash-preview-thinking	$0.40	$2.40

Sample code and API for Gemini 3 Flash

Gemini 3 Flash is a text-only large language model (LLM) exposed through CometAPI’s hosted API (and mirrored by vendor inference layers). The API supports standard chat/completion patterns, streaming responses, function/tool invocation, structured JSON output, and several “thinking” modes designed for agent-style workflows (interleaved / preserved / turn-level thinking).

Python
JavaScript
Curl

from google import genai
import os

# Get your CometAPI key from https://api.cometapi.com/console/token, and paste it here
COMETAPI_KEY = os.environ.get("COMETAPI_KEY") or "<YOUR_COMETAPI_KEY>"
BASE_URL = "https://api.cometapi.com"

client = genai.Client(
    http_options={"api_version": "v1beta", "base_url": BASE_URL},
    api_key=COMETAPI_KEY,
)

response = client.models.generate_content(
    model="gemini-3-flash",
    contents="Explain how AI works in a few words",
)

print(response.text)

Versions of Gemini 3 Flash

The reason Gemini 3 Flash has multiple snapshots may include potential factors such as variations in output after updates requiring older snapshots for consistency, providing developers a transition period for adaptation and migration, and different snapshots corresponding to global or regional endpoints to optimize user experience. For detailed differences between versions, please refer to the official documentation.

Model id	Description	Availability	Request
gemini-3-flash-all	The technology used is unofficial and the generation is unstable but Direct Internet etc，Chat format	✅	Chat format
gemini-3-flash	Automatically points to the latest model	✅	Gemini Generating Content
gemini-3-flash-preview	Official Preview	✅	Gemini Generating Content

Gemini 3 Flash