Calculate the cost of using gemini-embedding-2-preview from Vertex AI for your AI applications
Pricing data last updated:
Mode: Embedding
Max: 8,192 tokens
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gemini-embedding-2-preview is an embedding model from Vertex AI, one of 9 embedding models they offer. It is priced at $0.20 per 1M input tokens and $0.0000 per 1M output tokens, ranking 88 out of 96 embedding models by cost and cheaper than 7% of models in this category. Its 8K-token context window is in the top 49% among embedding models.
Note: Use the interactive calculator above to estimate costs for your specific usage patterns.
Use the maximum token limits shown above to understand the model's capacity. This model can handle up to 8,192 input tokens.
At $0.20 per 1M input tokens and $0.0000 per 1M output tokens, gemini-embedding-2-preview ranks 88 out of 96 embedding models by input cost. It is more expensive compared to the median of $0.10 for embedding models, and is cheaper than 7% of models in this category.
gemini-embedding-2-preview is one of 9 Vertex AI embedding models, its 8K-token context window places it in the top 49% of embedding models.
| Model | Provider | Input / 1M tokens | Output / 1M tokens | vs gemini-embedding-2-preview |
|---|---|---|---|---|
| amazon.titan-embed-text-v2:0 | AWS Bedrock | $0.20 | $0.0000 | 0% |
| gemini-embedding-2-preview | Google Gemini | $0.20 | $0.0000 | 0% |
| gemini-embedding-2 | Google Gemini | $0.20 | $0.0000 | 0% |
Similar embedding models from other providers
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.
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 88 out of 96 embedding models by input cost, making it cheaper than 7% of models in this category. For output, it costs $0.0000 per 1M tokens compared to the median of $0.02.
Among Vertex AI's 9 embedding models, gemini-embedding-2-preview ranks 6 by input cost.
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 Google Gemini ($0.20/1M input tokens); gemini-embedding-2 from Google Gemini ($0.20/1M input tokens); voyage-3-large from Voyage ($0.18/1M 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.
gemini-embedding-2-preview is priced based on input and output tokens, images. 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. For reference, processing 1M input tokens costs $0.20 and generating 1M output tokens costs $0.0000.
