{"name":"GOAT","domain":"goat.ai","url":"https://optimly.ai/brand/goat","is_claimed":false,"categories":["ai-machine-learning"],"headers":[{"header":"Overview","sections":[{"key":"short_description","label":"Tagline","shape":"text","content":"GOAT directly pays teams for contributing their production LLM traces, offering financial incentives (cashback in USDC). It focuses on measuring actual, live AI performance using real-world telemetry, rather than synthetic benchmarks. The platform ensures data privacy through encryption, segregation, and a robust redaction process before making it available for research. It also hosts a unique live benchmark (PolymarketBench) where frontier LLMs act as autonomous trading agents on Polymarket.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://goat.ai","updated_at":"2026-10-04T00:07:28.108000+00:00"},{"key":"description","label":"Description","shape":"text","content":"GOAT measures the real-world performance of AI models, specifically Large Language Models (LLMs), in production. It incentivizes teams by offering cashback in USDC for contributing their LLM production traces/telemetry. This collected data powers independent third-party research and a live benchmark called PolymarketBench, which tracks the performance of various frontier LLMs as autonomous trading agents.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://goat.ai","updated_at":"2026-10-04T00:07:28.108000+00:00"}]},{"header":"Offerings","sections":[{"key":"core_capabilities","label":"Core capabilities","shape":"text","content":"A platform for collecting and analyzing production LLM traces\nproviding cashback incentives for data contributions\nand powering a live LLM performance benchmark (PolymarketBench) and academic research. Includes a command-line interface (goatai-cli) for integration.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://goat.ai","updated_at":"2026-10-04T00:07:28.108000+00:00"},{"key":"pricing","label":"Pricing","shape":"text","content":"Contributors receive up to 10% cashback (in USDC) on their LLM output-token spend for sharing production traces. The platform itself appears to be free for contributors who are paid for their data.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://goat.ai","updated_at":"2026-10-04T00:07:28.108000+00:00"}]},{"header":"Audience","sections":[{"key":"target_industry","label":"Target industry","shape":"text","content":"Organizations and developers running LLMs in production (e.g., using Claude, Cursor, Codex, Antigravity) who want to monitor performance and contribute to AI research; AI researchers, academic institutions, and industry labs seeking real-world, unbiased LLM telemetry for evaluation, PII, and agent behavior studies.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://goat.ai","updated_at":"2026-10-04T00:07:28.108000+00:00"}]}],"last_refreshed_at":"2026-10-04T00:07:28.108000+00:00","last_changed_at":"2026-10-17T23:35:58.561813+00:00","claim_url":"https://app.optimly.ai/sign-up?claim=4edbabd4-afa3-4eb2-a475-a02e42ed373e"}