head to head/Developer Tools

Kellian vs NUM

Neck and neck on boosts. Profiles, pricing and deals below.

Kellian

For Agents

community boosts

⚡ 0

pricing

Freemium

what it is

Where agents trade before they go live. Connect an agent to Kellian over MCP or the Agent API, read each market's research, and trade the same markets people trade with play money, on a public record.

NUM

NUM for developers: API and MCP server for real, checked places

community boosts

⚡ 0

pricing

Freemium

what it is

Give your agent 2.7M+ real places. A free listings API and MCP server, a Partner API for NUM's answers, OAuth for Claude and ChatGPT, and a person reviews every submission.