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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
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Agentset
✓ verifiedFreemium
Open-source RAG infrastructure with SDKs and an API for developers to build accurate, cited AI chat and search on their own data.
24K visits/mo
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BasicAI Cloud
✓ verifiedFreemium
Data-annotation platform with AI-assisted labeling tools and team workflows for building ML training datasets.
22K visits/mo
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Pixellot
✓ verifiedPaid
AI-automated multi-camera system for capturing, streaming, and analyzing live sports broadcasts for clubs and leagues.
184K visits/mo
Pricing
Free: $0 (1,000 pages, 10,000 retrievals)
Pro: $49/mo (10,000 pages, unlimited retrievals)
Development: Free
Standard: Starting from $68/month
Enterprise: Limited-time offer
No public pricing
No public pricing
Formula Pro: $599 per month
Yearly Pro: $433 per month
Basic: $0 per month
Core features
- ✦Managed RAG pipeline (extraction, chunking, retrieval)
- ✦Automatic source citations
- ✦Multimodal support (images, tables, graphs)
- ✦Model-agnostic: choose vector DB, embeddings, LLM
- ✦Metadata filtering
- ✦MCP server and AI SDK integration
- ✦22+ file-format ingestion
- ✦Fully SQL-compatible vector database
- ✦Fast and powerful queries (vector search, text search, filtered search, complex queries)
- ✦Enhanced RAG effectiveness
- ✦High-performance and cost-efficient MSTG vector engine
- ✦SQL/Relational Vector Database
- ✦Powerful Full-Text Search (BM25)
- ✦Integrates with AI Stack
- ✦Security and Compliance (SQL-based RBAC, SOC 2, ISO 27001 Compliance)
- ✦AI-assisted data annotation tools
- ✦Training-data platform (BasicAI Cloud)
- ✦Team and project management
- ✦Annotation services
- ✦AI-automated camera-based game capture across 19 sports
- ✦Automatic multi-camera production, including a dedicated baseball/softball solution
- ✦White-label OTT streaming platform for fans and subscribers
- ✦Automatic highlight generation
- ✦Game analytics and performance tracking for coaches
- ✦Portable camera option for smaller venues
- ✦AI-powered Excel and Google Sheets formula generation
- ✦VBA & Apps Script generation
- ✦Regular Expression generation and explanation
- ✦ChatGPT messaging with system prompts
- ✦Multiple language support
Use cases
- →Build a chatbot over private documents
- →Add semantic or deep search to an app
- →Ground answers in a large corpus with citations
- →Ship production RAG without building it in-house
- →RAG for Domain Knowledge Base
- →Recommendations
- →Chatbot
- →Image Search
- →Labeling images and data for ML models
- →Managing annotation teams and projects
- →Producing training datasets at scale
- →Streaming high school or college games without a video crew
- →Generating automatic game highlights for social media
- →Building a subscription streaming service for a sports league
- →Analyzing game footage to improve player performance
- →Financial modeling
- →Data cleansing and transformation
- →Statistical analysis
- →Inventory and supply chain management
- →Forecasting
- →Automating repetitive tasks
- →Generating copy for outbound sales campaigns
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