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gemini-embedding-2-preview Cost Calculator - OpenRouter

Calculate the cost of using gemini-embedding-2-preview from OpenRouter for your AI applications

Pricing data last updated:

gemini-embedding-2-preview Cost Calculator

Mode: Embedding

Max: 8,192 tokens

Cost Breakdown

Input Cost$0.00020000
Total Cost$0.00020000

Pricing Details

Input: $0.0000002000 per token
Output Image: $0.0000004500 per image
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Model Specifications

Capabilities

Vision
Audio Input

Limits

Max Input Tokens8,192
Max Tokens8,192

About gemini-embedding-2-preview

gemini-embedding-2-preview is an embedding model from OpenRouter, one of 16 embedding models they offer. It is priced at $0.20 per 1M input tokens, ranking 118 out of 128 embedding models by cost and cheaper than 8% of models in this category. gemini-embedding-2-preview supports vision, audio input, structured output — one of only 3 embedding models with this combination. It accepts up to 8K input tokens.

Pricing Information

Input Cost$0.20 per 1M tokens
Image Output Cost$0.0000 per image

Note: Use the interactive calculator above to estimate costs for your specific usage patterns.

Technical Specifications

Maximum Input Tokens8,192
Maximum Total Tokens8,192

Pro Tip

Use the maximum token limits shown above to understand the model's capacity. This model can handle up to 8,192 input tokens.

Model Capabilities

Vision - Process and understand images
Audio Input - Accept audio data as input
Response Schema - Structured output formatting

How gemini-embedding-2-preview Pricing Compares

At $0.20 per 1M input tokens, gemini-embedding-2-preview ranks 118 out of 128 embedding models by input cost. It is more expensive compared to the median of $0.10 for embedding models, and is cheaper than 8% of models in this category.

gemini-embedding-2-preview is one of 16 OpenRouter embedding models, one of only 3 embedding models combining audio input, structured output, vision.

ModelProviderInput / 1M tokensOutput / 1M tokensvs gemini-embedding-2-preview
amazon.titan-embed-text-v2:0AWS Bedrock$0.20$0.00000%
gemini-embedding-2-previewVertex AI$0.20$0.00000%
gemini-embedding-2Vertex AI$0.20$0.00000%

Alternatives to gemini-embedding-2-preview

Similar embedding models from other providers

AWS Bedrock
amazon.titan-embed-text-v2:0
$0.20/1M input
0% vs gemini-embedding-2-preview
Vertex AI
gemini-embedding-2-preview
$0.20/1M input
0% vs gemini-embedding-2-preview
Vertex AI
gemini-embedding-2
$0.20/1M input
0% vs gemini-embedding-2-preview
Google Gemini
gemini-embedding-2-preview
$0.20/1M input
0% vs gemini-embedding-2-preview
Google Gemini
gemini-embedding-2
$0.20/1M input
0% vs gemini-embedding-2-preview

Frequently Asked Questions

Is gemini-embedding-2-preview cheaper than amazon.titan-embed-text-v2:0?

No. gemini-embedding-2-preview costs $0.20 per 1M input tokens while amazon.titan-embed-text-v2:0 costs $0.20 per 1M input tokens, making amazon.titan-embed-text-v2:0 0% more affordable for input. However, gemini-embedding-2-preview may offer different capabilities or performance characteristics that justify the price difference.

How does gemini-embedding-2-preview pricing compare to the average embedding model?

gemini-embedding-2-preview input pricing is $0.20 per 1M tokens, which is 100% above the median of $0.10 for embedding models. It ranks 118 out of 128 embedding models by input cost, making it cheaper than 8% of models in this category.

What makes gemini-embedding-2-preview different from other OpenRouter models?

Among OpenRouter's 16 embedding models, gemini-embedding-2-preview ranks 16 by input cost. Its combination of audio input, structured output, vision is shared by only 2 other embedding models.

What are the best alternatives to gemini-embedding-2-preview?

The most comparable embedding models to gemini-embedding-2-preview are: amazon.titan-embed-text-v2:0 from AWS Bedrock ($0.20/1M input tokens); gemini-embedding-2-preview from Vertex AI ($0.20/1M input tokens); gemini-embedding-2 from Vertex AI ($0.20/1M input tokens); gemini-embedding-2-preview from Google Gemini ($0.20/1M input tokens). These alternatives were selected based on similar capabilities, pricing, and provider diversity. You can compare any of these models in detail using the Bifrost Model Library.

How do I check if OpenRouter is down?

You can monitor OpenRouter service health in real time on the Bifrost OpenRouter Status page. It tracks current component status, active incidents, and historical reliability data pulled from the official status page every 60 seconds.

How do I calculate gemini-embedding-2-preview costs?

gemini-embedding-2-preview is priced based on input and output tokens. Use the interactive calculator at the top of this page to estimate costs for your specific workload. Enter your expected input and output tokens volume and the calculator will show the total cost breakdown.