Programmatically submit pairwise comparisons or votes to AimRank competitions using AI judgments, automatically updating entity ratings and domain rankings.
The agent uses the AimRank MCP server with an API key to access write-enabled tools. It identifies a competition or open voting session within a domain. It retrieves the next matchup or selects two entities to compare. The agent performs the comparison (e.g., evaluating two AI model outputs) and submits the vote using the aimrank_submit_vote tool. It confirms the vote was recorded and checks the updated ranking or confidence intervals to ensure the data was processed correctly. This enables scalable, automated evaluation pipelines.
- Category: Data and analysis
- Effect: Changes data in your accounts
- MCP servers: AimRank MCP (https://koskamo.com/explore/aimrank-mcp)
- Source: Help & Documentation | AimRank (https://app.aimrank.io/help)
- Source quote: "All 56 tools, including voting and creating."
- Playbook page: https://koskamo.com/explore/use-cases/submit-ai-generated-votes-to-rankings
Prompt: Compare the outputs of 'Model A' and 'Model B' in the 'Code-Generation' domain competition and submit a vote if Model A is better.