Tools
Mixedbread Embed vs Pinecone
Mixedbread Embed or Pinecone? Their plans monthly and yearly, the capabilities their makers state, security and latest updates, side by side — read from the makers' own pages.
In inglese
In short
- Both: Self-hosted, API, Runs models for you, Search over your data
- Only Mixedbread Embed states: Knows the whole codebase, Command line, No code retained
- Only Pinecone states: Choice of models, Builds agents and workflows
Mixedbread Embed
Legacy direct embedding APIs and models from Mixedbread; new integrations are directed to Mixedbread Search Stores.
Plans
Starter
Free
- $5 in one-time credits
- 3 workspace users
- 10 stores
- 100 requests / minute
- Community Slack support
Scale
- $20 / month
- $20 of credits included every month
- Unlimited workspace users
- 10,000 stores
- 1,200 queries/min, 360 ingestion/min
- Automatic backups
- Priority Slack support (same-day SLA)
Enterprise
Price on request
- Volume-based discounts
- Unlimited workspace users
- Unlimited stores
- Custom rate limits & SLA
- Automatic backups, point-in-time recovery
- Dedicated support team
Prices checked 2026-09-25 on the maker’s page.
Capabilities
- Knows the whole codebase — “Upload PDFs, images, documents, code, or video in any format and instantly make it searchable with natural language queries.” source
- Command line — “We built our CLI to streamline Store operations for developers.” source
- Self-hosted — “Bring Your Own Cloud runs Mixedbread inside your own cloud account, keeping data and compute there.” source
- No code retained — “Bring Your Own Bucket keeps your content in object storage you control, such as S3, while Mixedbread indexes and searches it without retaining it.” source
- API — “Mixedbread is an API for integrating fast, multimodal search into your applications, agents, and AI systems.” source
- Runs models for you — “They are separate from the LLM tokens Toast 1 uses for inference.” source
- Search over your data — “Create a store (your search index) and upload any file format — PDFs, images, documents, code, videos.” source
Latest updates
- Tag Stores for Easy Tracking
Stores can be tagged for tracking and filtering, and copied Stores inherit their source's tags.
- Copy Store for Testing and Branching
You can copy a Store's files into a new Store without reprocessing; the copy inherits the source configuration by default.
- Structured Output for Toast 1 (Toast 1)
The Responses and Chat Completions APIs now support structured outputs for Toast 1.
Pinecone
Pinecone is a managed vector database for semantic search, recommendations, RAG, and AI agent retrieval.
Plans
Starter
Free
- Pinecone Database On-Demand
- Pinecone Inference
- Pinecone Assistant
- Dense, Sparse, and Full-Text Indexes
- Console Metrics
- Community Support via Discord
Builder
- $20/month flat
- Everything in Starter
- Increased usage limits
- Choose your cloud and region
- Multiple projects and users
- Prometheus and Datadog monitoring
- Includes Free support
Standard
- $50/month min. usage
- Everything in Builder
- Pay-as-you-go for Database On-Demand, Inference, and Assistant Usage
- Choose your cloud and region
- Dedicated Read Nodes (DRN)
- Import from object storage
- Backup and Restore
Enterprise
- $500/month min. usage
- Everything in Standard
- 99.95% Uptime SLA
- Bring Your Own Cloud (BYOC)
- Private Endpoints
- Customer Managed Encryption Keys
- Audit Logs
Bring your own cloud
Price on request
- Pinecone in your cloud account
- Zero-access operations – no SSH, VPN, or inbound access required
- Outbound-only operations with an auditable trail
- Pro support included
Prices checked 2026-09-24 on the maker’s page.
Capabilities
- Choice of models — “All available models” source
- Self-hosted — “Bring-your-own-cloud (BYOC) runs Pinecone in your cloud account and VPC.” source
- API — “Install the plugin in your agent, or call the API directly.” source
- Runs models for you — “Pinecone Inference” source
- Builds agents and workflows — “Build production-grade agent-based apps” source
- Search over your data — “Search, upsert, and rerank from the same index.” source
Security
- SOC 2 Type II — “Pinecone is SOC2 Type II certified, HIPAA compliant (with BAA available upon request), and GDPR-ready.” source
- SOC 2 — “Pinecone is SOC2 Type II certified, HIPAA compliant (with BAA available upon request), and GDPR-ready.” source
- HIPAA — “Pinecone is SOC2 Type II certified, HIPAA compliant (with BAA available upon request), and GDPR-ready.” source
- Not trained on your data — “Your data remains isolated and protected, and is only used for servicing API calls.” source
Latest updates
- Pod-to-serverless migration supports up to 500 million records
Migrating a pod-based index to serverless now supports indexes with up to 500 million records, up from 50 million.
- Gemini 3.5 Flash now available for Assistant chat
Pinecone Assistant now supports Google’s Gemini 3.5 Flash model.
- Gemini 2.5 Pro and o4-mini deprecations for Assistant
Pinecone Assistant automatically routes gemini-2.5-pro to Gemini 3.5 Flash and o4-mini to GPT-5, at the same price.