Moduck

Google: Gemini Embedding 2

Multimodal embedding model mapping text, images, video, audio, and PDFs into a unified embedding space

Model lab
Google
Model family
gemini
Modalitiestext, image, audio, video, pdf → text
Context window8,192
Maximum output3,072
InputUSD 0.16 / 1M tokens
Audio inputUSD 5.2 / 1M tokens

Quickstart

Use your Moduck API Key, set the API base URL to https://api.moduck.ai/v1, and set the model parameter to google/gemini-embedding-2.

import os
import requests

base_url = "https://api.moduck.ai/v1"
api_key = os.environ["MODUCK_API_KEY"]
model_id = "google/gemini-embedding-2"

response = requests.post(
    f"{base_url}/chat/completions",
    headers={
        "Authorization": f"Bearer {api_key}",
        "Content-Type": "application/json",
    },
    json={
        "model": model_id,
        "messages": [{"role": "user", "content": "Hello!"}],
        "stream": False,
    },
    timeout=60,
)
response.raise_for_status()
print(response.json())

Use the familiar OpenAI-style chat request format to make model integration easier.

Gemini Embedding 2 API Pricing

TypePrice information
InputUSD 0.16 / 1M tokens
Audio inputUSD 5.2 / 1M tokens

Performance

Measured on the Moduck gateway across live traffic, hour by hour over the last 24 hours. Time to first token is how long before anything appears; throughput is how fast the answer is written after that; end-to-end latency is the whole round trip. Figures are medians unless the card says otherwise.

Performance trends

Throughput92.1 tok/sCurrent
Time to first token1.3 sCurrent
End-to-end latency7.1 sCurrent
Throughput
Current92.1 tok/s
Window average89.7 tok/s
Time to first token
Current1.3 s
Window average1.4 s
End-to-end latency
Current7.1 s
Window average7.5 s
Tail latency (P99)
Current14.1 s
Window average16.4 s
Prompt cache hit rate
Current19.1%
Window average24.5%
Error rate
Current0.0%
Window average0.1%

Availability

Uptime is the share of time at least one provider serving this model responded. Availability is stricter: the share of requests actually served. A provider that answers but fails part of the traffic lowers availability without lowering uptime. Both cover the last three days.

Uptime100%At least one provider responded
Availability100%Requests actually served
Error rate0%Share of failed requests
Served requests, hour by hour
24 hours agoNow

Gemini Embedding 2 Compare models

ModelInput priceOutput priceContext windowCapabilities
Gemini Embedding 2This pageUSD 0.16 / 1M tokensNot billed on output8,192Text output
Gemini 4 ArgonUSD 1.6 / 1M tokensUSD 8 / 1M tokens1,048,576Text output · Reasoning · Tool calling
Gemini 3.5 Transcribe LiveUSD 0.00012 / second · Billed by input audio durationNot billed on output—Text output
Gemini Robotics-ER 1.6 PreviewUSD 0.8 / 1M tokensUSD 4 / 1M tokens131,072Text output · Reasoning · Tool calling
Gemini 2.5 Pro Preview 06-05USD 1 / 1M tokensUSD 8 / 1M tokens1,048,576Text output · Reasoning · Tool calling

Model specifications

Input
text, image, audio, video, pdf
Output
text
Context window
8,192
Maximum output
3,072
Release date
2026-04-22
Attachments
Yes
Reasoning
No
Tool calling
No
Temperature setting
No
Open weights
No

Frequently asked questions

What is Gemini Embedding 2 for?

Multimodal embedding model mapping text, images, video, audio, and PDFs into a unified embedding space

What inputs and outputs does Gemini Embedding 2 support?

Recorded inputs: text, images, audio, video, PDF; outputs: text.

How is Gemini Embedding 2 priced?

The pricing table shows the current recorded Moduck price. For example: Input USD 0.16 / 1M tokens; Audio input USD 5.2 / 1M tokens. See the pricing table for all units, variants, and conditions.

What specifications are recorded for Gemini Embedding 2?

Current model records list Context window 8,192 tokens; Maximum output 3,072 tokens.

What model parameter does the Quickstart use?

The example uses google/gemini-embedding-2. This value comes from the page identifier and is not confirmed as a callable Moduck public ID.

Can I call this model through the Moduck API now?

This page has no verified Moduck API call for this model. A Quickstart example or reserved ID does not establish access; check the models available to your account.