--- title: "gemini-embedding-2-preview Cost Calculator - Google Gemini" description: "Calculate the cost of using gemini-embedding-2-preview from Google Gemini." url: "https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/gemini/model/gemini-embedding-2-preview" markdown: "https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/gemini/model/gemini-embedding-2-preview.md" --- # gemini-embedding-2-preview Cost Calculator - Google Gemini > Calculate the cost of using gemini-embedding-2-preview from Google Gemini. ## Important Links - [View MCP Gateway](https://www.getmaxim.ai/bifrost/resources/mcp-gateway.md) - [Features](https://www.getmaxim.ai/bifrost/#features) - [Enterprise](https://www.getmaxim.ai/enterprise) - [Pricing](https://www.getmaxim.ai/pricing) - [Docs](https://docs.getbifrost.ai) - [GitHub](https://github.com/maximhq/bifrost) - [Book a Demo](https://www.getmaxim.ai/book-a-demo) ## About gemini-embedding-2-preview gemini-embedding-2-preview is an embedding model from Google Gemini, one of 3 embedding models they offer. It is priced at $0.20 per 1M input tokens, ranking 149 out of 156 embedding models by cost and cheaper than 4% of models in this category. gemini-embedding-2-preview supports vision. It accepts up to 8K input tokens. ## Pricing Published Google Gemini pricing for gemini-embedding-2-preview. - **$0.20 / 1M tokens Input.** ## Technical Specifications - **Embedding Mode.** - **8,192 Max Input Tokens.** - **8,192 Max Tokens.** ## Model Capabilities gemini-embedding-2-preview supports: Vision, PDF Input. ## How Pricing Compares At $0.20 per 1M input tokens, gemini-embedding-2-preview ranks 149 out of 156 embedding models by input cost. It is more expensive compared to the median of $0.10 for embedding models, and is cheaper than 4% of models in this category. gemini-embedding-2-preview is one of 3 Google Gemini embedding models, with support for vision. | Model | Provider | Input $/1M | Output $/1M | vs gemini-embedding-2-preview | | --- | --- | --- | --- | --- | | gemini-embedding-2 | OpenRouter | $0.20 | - | 0% | | gemini-embedding-2-preview | OpenRouter | $0.20 | - | 0% | | amazon.nova-2-multimodal-embeddings-v1:0 | AWS Bedrock | $0.16 | $0.0000 | -19% | | gemini-embedding-2-preview | Vertex AI | $0.20 | $0.0000 | 0% | | gemini-embedding-2 | Vertex AI | $0.20 | $0.0000 | 0% | ## More from Google Gemini - [gemini-embedding-2 ($0.20/1M input)](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/gemini/model/gemini-embedding-2.md) - [gemini-embedding-001 ($0.15/1M input)](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/gemini/model/gemini-embedding-001.md) ## Related Resources - [gemini-embedding-2-preview specifications](https://www.getmaxim.ai/bifrost/model-library/compare/gemini/gemini-embedding-2-preview.md) - [All Google Gemini pricing](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/gemini.md) ## FAQ ### Is gemini-embedding-2-preview cheaper than gemini-embedding-2? No. gemini-embedding-2-preview costs $0.20 per 1M input tokens while gemini-embedding-2 costs $0.20 per 1M input tokens, making gemini-embedding-2 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 149 out of 156 embedding models by input cost, making it cheaper than 4% of models in this category. ### What makes gemini-embedding-2-preview different from other Google Gemini models? Among Google Gemini's 3 embedding models, gemini-embedding-2-preview ranks 3 by input cost. ### What are the best alternatives to gemini-embedding-2-preview? The most comparable embedding models to gemini-embedding-2-preview are: gemini-embedding-2 from OpenRouter ($0.20/1M input tokens); gemini-embedding-2-preview from OpenRouter ($0.20/1M input tokens); amazon.nova-2-multimodal-embeddings-v1:0 from AWS Bedrock ($0.16/1M input tokens); gemini-embedding-2-preview from Vertex AI ($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 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. ## Related Resources - [All Google Gemini pricing](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/gemini.md) - [LLM cost calculator](https://www.getmaxim.ai/bifrost/llm-cost-calculator.md) - [Model library](https://www.getmaxim.ai/bifrost/model-library.md) - [Docs: Bifrost docs](https://docs.getbifrost.ai) - [GitHub: maximhq/bifrost](https://github.com/maximhq/bifrost) - [Pricing: Bifrost pricing](https://www.getmaxim.ai/pricing) - [Enterprise: Bifrost enterprise](https://www.getmaxim.ai/enterprise) - [Book a Demo: Bifrost demo](https://www.getmaxim.ai/book-a-demo) - [Resources: Bifrost resources](https://www.getmaxim.ai/bifrost/resources.md) --- *This is a markdown version of [https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/gemini/model/gemini-embedding-2-preview](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/gemini/model/gemini-embedding-2-preview) for AI/LLM consumption.*