Loomal vs Portfolio Lab: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Loomal and Portfolio Lab — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

Loomal

Freemium

Payments layer for agentic commerce — paywall any API, MCP tool, or store so AI agents can pay in USDC on Base per request.

Five-Line Paywall SDK: Wrap any Express, Hono, Next.js, or FastAPI handler with requirePayment to charge agents per call.
x402 Protocol Support: Uses HTTP 402 Payment Required as a real payment rail, so auth and payment happen in one round trip with no API keys.
USDC on Base Settlement: Payments settle on-chain in seconds; sellers keep custody of funds in their own wallet.
Per-Request Micropayments: Charge anywhere from a tenth of a cent to a dollar per call, enabling models the card networks cannot serve.
Signed Receipts: Every sale returns an Ed25519 receipt sellers can verify offline for provable, auditable revenue.
Hosted Endpoint Option: Paste JSON or upload a file and Loomal will host and paywall it at a URL agents can pay to hit.
Marketplace Discovery: A public marketplace lets agents discover paid APIs and MCP tools hosted through Loomal.
Broad Agent Compatibility: Works with any agent runtime that speaks x402 — Claude, GPT, Gemini, LangChain, CrewAI, MCP clients.

Monetizing an API: Turn a paid tier of a REST API into per-call micropayments that agents can buy without human onboarding.
Selling MCP Tools: Charge for premium MCP tools that agents in Claude Code, Cursor, or Windsurf install.
Data Vendor Distribution: Let agents buy scraped or curated datasets per query with no contracts or seats.
Hosted Content Paywalls: Sell access to a hosted JSON endpoint or uploaded file to agents that discover it in Loomal's marketplace.
Storefront Access (Coming): Add agentic checkout to a Shopify or WooCommerce store so AI shopping agents can transact directly.
SaaS Usage Billing: Bill agent traffic per action instead of per seat, aligning revenue with actual agent consumption.

alphaAI Capital Management

Freemium

AI-powered platform to build, validate, and auto-execute systematic investment strategies through your own brokerage.

AI Strategy Builder: Describe an investing goal and Portfolio Lab generates several complete, tunable strategies with holdings, entry/exit rules, and rebalance logic.
Multi-Objective Optimization: Every build outputs strategies optimized for Return, Sharpe ratio, and Minimum Drawdown so you can compare tradeoffs side by side.
Live Paper Validation: Strategies are stress-tested with in-sample and out-of-sample data, then run on live paper trading with real market prices and simulated fills.
Agentic Trading via MCP: Claude, ChatGPT, or any MCP-compatible agent connects to your own brokerage account, mirrors your portfolio, and places timestamped trades.
Diverse Strategy Rulebooks: Risk-Aware Hedged, Tactical Long-Only, Tactical Long/Short, Momentum, Mean Reversion, and Leveraged Regime Switcher — each with a clear discipline.
Specialized AI Models: Seven purpose-built models with 200+ predictors work over fundamental, technical, estimate, macroeconomic, and alternative data — not LLM guesswork.
Full Explainability: Every trade, allocation shift, and move to cash is visible, timestamped, and auditable so you can see exactly why the strategy acted.

Systematic Long-Term Portfolios: Build a core hedged strategy that shifts to cash or adds a downside hedge automatically when AI detects elevated market risk.
Trend Following: Deploy momentum strategies that rank assets by signal strength and rotate into the strongest performers while cutting losers.
Dip Buying: Run mean-reversion strategies that systematically buy oversold assets and exit when prices snap back, with a cash buffer during high-risk regimes.
Agent-Driven Execution: Let your AI agent auto-execute today's trade plan in your own Robinhood or brokerage account without giving up custody.
Strategy Research: Explore how the same idea performs under different objectives (Return vs. Sharpe vs. Drawdown) before deploying real capital.
Hedged Trend Following: Combine momentum with an AI-activated margin hedge to capture trends while protecting against sharp reversals.