Codestral Embed vs. OpenAI Comparison


Codestral Embed Mistral AI	OpenAI	+	+
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About Codestral Embed is Mistral AI's first embedding model, specialized for code, optimized for high-performance code retrieval and semantic understanding. It significantly outperforms leading code embedders in the market today, such as Voyage Code 3, Cohere Embed v4.0, and OpenAI’s large embedding model. Codestral Embed can output embeddings with different dimensions and precisions; for instance, with a dimension of 256 and int8 precision, it still performs better than any model from competitors. The dimensions of the embeddings are ordered by relevance, allowing users to choose the first n dimensions for a smooth trade-off between quality and cost. It excels in retrieval use cases on real-world code data, particularly in benchmarks like SWE-Bench, which is based on real-world GitHub issues and corresponding fixes, and Text2Code (GitHub), relevant for providing context for code completion or editing.	About OpenAI’s mission is to ensure that artificial general intelligence (AGI)—by which we mean highly autonomous systems that outperform humans at most economically valuable work—benefits all of humanity. We will attempt to directly build safe and beneficial AGI, but will also consider our mission fulfilled if our work aids others to achieve this outcome. Apply our API to any language task — semantic search, summarization, sentiment analysis, content generation, translation, and more — with only a few examples or by specifying your task in English. One simple integration gives you access to our constantly-improving AI technology. Explore how you integrate with the API with these sample completions.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Enterprise software teams needing a tool for semantic code search, retrieval-augmented generation, and code analytics across large-scale codebases	Audience Any business that wants to take advantage of extremely powerful AI and build it into products
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Mistral AI Founded: 2023 United States mistral.ai/news/codestral-embed	Company Information OpenAI Founded: 2015 United States openai.com
Alternatives voyage-code-3 MongoDB	Alternatives Vertex AI Google
voyage-3-large MongoDB	Google AI Studio Google
Voyage AI MongoDB	Amazon Bedrock Amazon
voyage-4-large Voyage AI	GPT-4 OpenAI
Cohere Embed Cohere View All	GPT-3.5 OpenAI View All
Categories Embedding Models	Categories AI Ad Copy Generators AI Content Generators AI Copywriters AI Development AI Models AI Summarizers AI Text Generators AI Tools AI Writing Artificial Intelligence Artificial Intelligence (AI) APIs Chatbot Embedding Models Generative AI Large Language Models LLM API Neural Network Semantic Search
	Show More Features Artificial Intelligence Features Chatbot For eCommerce For Healthcare For Sales Image Recognition Machine Learning Multi-Language Natural Language Processing Predictive Analytics Process/Workflow Automation Rules-Based Automation Virtual Personal Assistant (VPA) Chatbot Features Call to Action Context and Coherence Human Takeover Inline Media / Videos Machine Learning Natural Language Processing Payment Integration Prediction Ready-made Templates Reporting / Analytics Sentiment Analysis Social Media Integration
Integrations AI Crypto-Kit AgentAuth Banani Bing CloudNuro Copyleaks DropFlow HeyHelp Lamini Liona OpenTools Prompt Security Questflow Rewin.ai Scrunch AI Serval SydeLabs Syncrostore Teable ThreadMaster.ai Show More Integrations View All 3 Integrations	Integrations AI Crypto-Kit AgentAuth Banani Bing CloudNuro Copyleaks DropFlow HeyHelp Lamini Liona OpenTools Prompt Security Questflow Rewin.ai Scrunch AI Serval SydeLabs Syncrostore Teable ThreadMaster.ai Show More Integrations View All 1057 Integrations
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