Calculate the cost of using text-embedding-004 from Vertex AI for your AI applications
Pricing data last updated:
Mode: Embedding
Max: 2,048 tokens
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text-embedding-004 is an embedding model from Vertex AI, one of 9 embedding models they offer. It is priced at $0.10 per 1M input tokens and $0.0000 per 1M output tokens, ranking 47 out of 94 embedding models by cost and cheaper than 39% of models in this category. It accepts up to 2K input tokens.
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 2,048 input tokens.
At $0.10 per 1M input tokens and $0.0000 per 1M output tokens, text-embedding-004 ranks 47 out of 94 embedding models by input cost. It is competitively priced compared to the median of $0.10 for embedding models, and is cheaper than 39% of models in this category.
| Model | Provider | Input / 1M tokens | Output / 1M tokens | vs text-embedding-004 |
|---|---|---|---|---|
| amazon.titan-embed-text-v1 | AWS Bedrock | $0.10 | $0.0000 | 0% |
| ada | Azure | $0.10 | $0.0000 | 0% |
| text-embedding-ada-002 | Azure | $0.10 | $0.0000 | 0% |
Similar embedding models from other providers
No. text-embedding-004 costs $0.10 per 1M input tokens while amazon.titan-embed-text-v1 costs $0.10 per 1M input tokens, making amazon.titan-embed-text-v1 0% more affordable for input. However, text-embedding-004 may offer different capabilities or performance characteristics that justify the price difference.
text-embedding-004 input pricing is $0.10 per 1M tokens, which is 0% at the median of $0.10 for embedding models. It ranks 47 out of 94 embedding models by input cost, making it cheaper than 39% of models in this category. For output, it costs $0.0000 per 1M tokens compared to the median of $0.01.
Among Vertex AI's 9 embedding models, text-embedding-004 ranks 1 by input cost.
The most comparable embedding models to text-embedding-004 are: amazon.titan-embed-text-v1 from AWS Bedrock ($0.10/1M input tokens); ada from Azure ($0.10/1M input tokens); text-embedding-ada-002 from Azure ($0.10/1M input tokens); Cohere-embed-v3-english from Azure ($0.10/1M 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.
text-embedding-004 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. For reference, processing 1M input tokens costs $0.10 and generating 1M output tokens costs $0.0000.
