AgentIndex icon
AgentIndex
freellmpool logo
freellmpool
★ 137
vs
property-shared logo
property-shared
★ 18

freellmpool vs property-shared

freellmpool: freellmpool aggregates the free tiers of 19 LLM providers into a single OpenAI-compatible endpoint, enabling access to diverse models without API keys for some. It handles automatic failover between providers, tracks daily usage, and offers various interfaces including a CLI, Python library, and local proxy.; property-shared: Property Shared is a comprehensive package for UK property data, consolidating information from various sources like Land Registry, EPC, and Rightmove. It can be utilized as a Python library, CLI tool, HTTP API, or an MCP server, offering functionalities for sales data, rental yields, stamp duty calculations, and company records.

01

TL;DR

freellmpool logo
freellmpoolLLM Infra · ★ 137

Run coding agents (e.g., Claude Code, aider) against pooled free LLM models locally

Read freellmpool full review →
property-shared logo
property-sharedData Processing · ★ 18

Getting comparable property sales data for a specific postcode to assess market value.

Read property-shared full review →
02

Side-by-Side Comparison

Field
freellmpool logofreellmpool
property-shared logoproperty-shared
Category
LLM Infra
Data Processing
Stars
★ 137
★ 18
License
MIT
MIT
Install Command
pip install freellmpool
pip install property-shared
Updated
5d ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
LLM Proxy, Free Tier, OpenAI API
Property Data, Real Estate, Python Library
03

Features

freellmpool logofreellmpool
01OpenAI-compatible and experimental Anthropic-compatible API endpoint for LLMs and other services
02Automatic failover and load balancing across multiple free LLM providers on rate limits, timeouts, or errors
03Per-day usage tracking and intelligent quota management for free tiers to maximize availability
04Keyless operation for several providers, allowing immediate use without API key setup
05Intelligent routing based on prompt difficulty, latency, or usage (e.g., quality, fast, fair modes)
property-shared logoproperty-shared
01Access Land Registry PPD for sold prices, dates, property types, and area comparisons.
02Retrieve EPC (Energy Performance Certificate) data including energy ratings, floor area, and heating costs for England & Wales.
03Integrate Rightmove listings to find current sale and rent prices, agents, and listing details.
04Perform financial analyses such as gross rental yield calculation and stamp duty land tax (SDLT) calculations.
05Look up local council planning portal links and Companies House records by name or number.
04

Use Cases

freellmpool logofreellmpool
↳Run coding agents (e.g., Claude Code, aider) against pooled free LLM models locally
↳Benchmark and monitor the health and capacity of various free LLM providers in real-time
↳Integrate free LLM capabilities into Python applications with a simple library API for tasks like summarization or embeddings
↳Serve as a local OpenAI-compatible proxy for existing tools and scripts, redirecting requests to free tiers
↳Queue and manage slow, quota-aware LLM jobs for background processing and reporting
property-shared logoproperty-shared
↳Getting comparable property sales data for a specific postcode to assess market value.
↳Calculating potential rental yield for an investment property in a given area.
↳Determining stamp duty liability for property purchases, including additional property and first-time buyer relief scenarios.
↳Searching current Rightmove listings with various sorting options for market research.
↳Generating a comprehensive property report by combining data from multiple sources.
FAQ

FAQ

What is the difference between freellmpool and property-shared?
Both freellmpool and property-shared are in the LLM Infra category. freellmpool has 137 stars, while property-shared has 18 stars.
Which is better, freellmpool or property-shared?
The best choice depends on your use case. Choose freellmpool if Run coding agents (e.g., Claude Code, aider) against pooled free LLM models locally, and property-shared if Getting comparable property sales data for a specific postcode to assess market value..
Is freellmpool free or open source?
Yes, freellmpool is open source on GitHub (MIT).
Is property-shared free or open source?
Yes, property-shared is open source on GitHub (MIT).
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Alternatives to freellmpool →Alternatives to property-shared →freellmpool details →property-shared details →