--- title: "cohere-embed-v-4-0 - Model Details & Comparison" description: "cohere-embed-v-4-0 from Azure: capabilities, context limits, pricing, and side-by-side comparisons with alternative models." url: "https://www.getmaxim.ai/bifrost/model-library/compare/azure/cohere-embed-v-4-0" markdown: "https://www.getmaxim.ai/bifrost/model-library/compare/azure/cohere-embed-v-4-0.md" --- # cohere-embed-v-4-0 - Model Details & Comparison > cohere-embed-v-4-0 from Azure: capabilities, context limits, pricing, and side-by-side comparisons with alternative models. ## 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 cohere-embed-v-4-0 cohere-embed-v-4-0 is an embedding model from Azure, one of 16 embedding models they offer. It is priced at $0.12 per 1M input tokens and $0.0000 per 1M output tokens, ranking 133 out of 164 embedding models by cost and cheaper than 19% of models in this category. cohere-embed-v-4-0 supports vision. Its 128K-token context window is in the top 6% among embedding models. ## Specifications - **Azure Provider.** - **Embedding Mode.** - **128,000 Max Input Tokens.** - **1,536 Max Output Tokens.** - **1,536 Max Tokens.** - **$0.12 / 1M tokens Input Price.** - **$0.0000 / 1M tokens Output Price.** ## Capabilities cohere-embed-v-4-0 supports: Vision. ## cohere-embed-v-4-0 Pricing Overview At $0.12 per 1M input tokens and $0.0000 per 1M output tokens, cohere-embed-v-4-0 ranks 133 out of 164 embedding models by input cost. It is more expensive compared to the median of $0.10 for embedding models, and is cheaper than 19% of models in this category. cohere-embed-v-4-0 is one of 16 Azure embedding models, with support for vision. its 128K-token context window places it in the top 6% of embedding models. ## Models to Compare Alternatives to cohere-embed-v-4-0 with comparable capabilities. | Model | Provider | Input $/1M | Output $/1M | | --- | --- | --- | --- | | cohere.embed-v4:0 | AWS Bedrock | $0.12 | $0.0000 | | us.cohere.embed-v4:0 | AWS Bedrock | $0.12 | $0.0000 | | global.cohere.embed-v4:0 | AWS Bedrock | $0.12 | $0.0000 | | cohere.embed-multilingual-image-v3.0 | Oci | $0.10 | - | | voyage-multimodal-3.5 | OpenRouter | $0.12 | - | - [Compare cohere.embed-v4:0](https://www.getmaxim.ai/bifrost/model-library/compare/bedrock/cohere.embed-v4-0.md) - [Compare us.cohere.embed-v4:0](https://www.getmaxim.ai/bifrost/model-library/compare/bedrock/us.cohere.embed-v4-0.md) - [Compare global.cohere.embed-v4:0](https://www.getmaxim.ai/bifrost/model-library/compare/bedrock/global.cohere.embed-v4-0.md) - [Compare cohere.embed-multilingual-image-v3.0](https://www.getmaxim.ai/bifrost/model-library/compare/oci/cohere.embed-multilingual-image-v3.0.md) - [Compare voyage-multimodal-3.5](https://www.getmaxim.ai/bifrost/model-library/compare/openrouter/voyage-multimodal-3.5.md) ## Related Resources - [Calculate cohere-embed-v-4-0 costs](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/azure/model/cohere-embed-v-4-0.md) - [Check Azure AI status](https://www.getmaxim.ai/bifrost/provider-status/azure.md) - [All Azure pricing](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/azure.md) ## FAQ ### Is cohere-embed-v-4-0 cheaper than cohere.embed-v4:0? No. cohere-embed-v-4-0 costs $0.12 per 1M input tokens while cohere.embed-v4:0 costs $0.12 per 1M input tokens, making cohere.embed-v4:0 0% more affordable for input. However, cohere-embed-v-4-0 may offer different capabilities or performance characteristics that justify the price difference. ### How does cohere-embed-v-4-0 pricing compare to the average embedding model? cohere-embed-v-4-0 input pricing is $0.12 per 1M tokens, which is 20% above the median of $0.10 for embedding models. It ranks 133 out of 164 embedding models by input cost, making it cheaper than 19% of models in this category. For output, it costs $0.0000 per 1M tokens compared to the median of $0.0090. ### What makes cohere-embed-v-4-0 different from other Azure models? Among Azure's 16 embedding models, cohere-embed-v-4-0 ranks 12 by input cost. ### What are the best alternatives to cohere-embed-v-4-0? The most comparable embedding models to cohere-embed-v-4-0 are: cohere.embed-v4:0 from AWS Bedrock ($0.12/1M input tokens); us.cohere.embed-v4:0 from AWS Bedrock ($0.12/1M input tokens); global.cohere.embed-v4:0 from AWS Bedrock ($0.12/1M input tokens); cohere.embed-multilingual-image-v3.0 from Oci ($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 cohere-embed-v-4-0's context window? cohere-embed-v-4-0 supports up to 128,000 input tokens, placing it in the top 6% of embedding models by context window size (rank 10 of 167). This makes it suitable for processing long documents, extensive code repositories, or maintaining detailed conversation histories. ### How do I check if Azure AI is down? You can monitor Azure AI service health in real time on the Bifrost Azure AI 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 cohere-embed-v-4-0 costs? cohere-embed-v-4-0 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 $0.12 and generating 1M output tokens costs $0.0000. ## Related Resources - [Azure models](https://www.getmaxim.ai/bifrost/model-library/provider/azure.md) - [Model library](https://www.getmaxim.ai/bifrost/model-library.md) - [LLM cost calculator](https://www.getmaxim.ai/bifrost/llm-cost-calculator.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/model-library/compare/azure/cohere-embed-v-4-0](https://www.getmaxim.ai/bifrost/model-library/compare/azure/cohere-embed-v-4-0) for AI/LLM consumption.*