--- title: "gemini-flash-experimental - Model Details & Comparison" description: "gemini-flash-experimental from Google Vertex AI: capabilities, context limits, pricing, and side-by-side comparisons with alternative models." url: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/vertex_ai/gemini-flash-experimental" markdown: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/vertex_ai/gemini-flash-experimental.md" --- # gemini-flash-experimental - Model Details & Comparison > gemini-flash-experimental from Google Vertex AI: capabilities, context limits, pricing, and side-by-side comparisons with alternative models. ## Important Links - [View MCP Gateway](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/resources/mcp-gateway.md) - [Features](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/#features) - [Enterprise](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/enterprise) - [Pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/pricing.md) - [Docs](https://docs.getbifrost.ai) - [GitHub](https://github.com/maximhq/bifrost) - [Book a Demo](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/book-a-demo) ## About gemini-flash-experimental gemini-flash-experimental is an embedding model from Vertex AI. Its 1,000K-token context window is in the top 1% among embedding models. ## Specifications - **Google Vertex AI Provider.** - **Embedding Mode.** - **1,000,000 Max Input Tokens.** - **8,192 Max Output Tokens.** - **8,192 Max Tokens.** - **$0.0000 / 1M tokens Input Price.** - **$0.0000 / 1M tokens Output Price.** ## gemini-flash-experimental Pricing Overview gemini-flash-experimental is a embedding model from Vertex AI, its 1,000K-token context window places it in the top 1% of embedding models. ## Models to Compare Alternatives to gemini-flash-experimental with comparable capabilities. | Model | Provider | Input $/1M | Output $/1M | | --- | --- | --- | --- | | amazon.nova-2-multimodal-embeddings-v1:0 | AWS Bedrock | $0.14 | $0.0000 | | amazon.titan-embed-image-v1 | AWS Bedrock | $0.80 | $0.0000 | | amazon.titan-embed-text-v1 | AWS Bedrock | $0.10 | $0.0000 | | amazon.titan-embed-g1-text-02 | AWS Bedrock | $0.10 | $0.0000 | | amazon.titan-embed-text-v2:0 | AWS Bedrock | $0.02 | $0.0000 | - [Compare amazon.nova-2-multimodal-embeddings-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/amazon.nova-2-multimodal-embeddings-v1-0.md) - [Compare amazon.titan-embed-image-v1](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/amazon.titan-embed-image-v1.md) - [Compare amazon.titan-embed-text-v1](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/amazon.titan-embed-text-v1.md) - [Compare amazon.titan-embed-g1-text-02](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/amazon.titan-embed-g1-text-02.md) - [Compare amazon.titan-embed-text-v2:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/amazon.titan-embed-text-v2-0.md) ## Related Resources - [Calculate gemini-flash-experimental costs](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/vertex_ai/model/gemini-flash-experimental.md) - [All Vertex AI pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/vertex_ai.md) ## FAQ ### Is gemini-flash-experimental cheaper than amazon.nova-2-multimodal-embeddings-v1:0? Yes. gemini-flash-experimental costs $0.0000 per 1M input tokens compared to amazon.nova-2-multimodal-embeddings-v1:0's $0.14 per 1M input tokens. Both are embedding models and share support for audio input. ### What are the best alternatives to gemini-flash-experimental? The most comparable embedding models to gemini-flash-experimental are: amazon.nova-2-multimodal-embeddings-v1:0 from AWS Bedrock ($0.14/1M input tokens); amazon.titan-embed-image-v1 from AWS Bedrock ($0.80/1M input tokens); amazon.titan-embed-text-v1 from AWS Bedrock ($0.10/1M input tokens); amazon.titan-embed-g1-text-02 from AWS Bedrock ($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. ### How large is gemini-flash-experimental's context window? gemini-flash-experimental supports up to 1,000,000 input tokens, placing it in the top 1% of embedding models by context window size (rank 1 of 143). This makes it suitable for processing long documents, extensive code repositories, or maintaining detailed conversation histories. ### How do I calculate gemini-flash-experimental costs? gemini-flash-experimental 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 $0.0000 and generating 1M output tokens costs $0.0000. ## Related Resources - [Google Vertex AI models](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/provider/vertex_ai.md) - [Model library](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library.md) - [LLM cost calculator](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator.md) - [Docs: Bifrost docs](https://docs.getbifrost.ai) - [GitHub: maximhq/bifrost](https://github.com/maximhq/bifrost) - [Pricing: Bifrost pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/pricing.md) - [Enterprise: Bifrost enterprise](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/enterprise) - [Book a Demo: Bifrost demo](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/book-a-demo) - [Resources: Bifrost resources](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/resources.md) --- *This is a markdown version of [https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/vertex_ai/gemini-flash-experimental](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/vertex_ai/gemini-flash-experimental) for AI/LLM consumption.*