FastAPI, PostgreSQL and Redis pipeline where a Claude analyst and an OpenAI challenger each estimate a Polymarket market's probability and a rule-based consensus compares them with the price. It ran as a no-money paper experiment from June to October 2026; the author's write-up (in Russian, self-reported) found no edge over market prices and publishes the data and lessons.
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FastAPI, PostgreSQL and Redis pipeline where a Claude analyst and an OpenAI challenger each estimate a Polymarket market's probability and a rule-based consensus compares them with the price. It ran as a no-money paper experiment from June to October 2026; the author's write-up (in Russian, self-reported) found no edge over market prices and publishes the data and lessons. See the source for setup, usage and current status.
Tools: PythonFastAPIPostgreSQL+3
Difficulty: advanced
Platforms: Polymarket
FastAPI, PostgreSQL and Redis pipeline where a Claude analyst and an OpenAI challenger each estimate a Polymarket market's probability and a rule-based consensus compares them with the price. It ran as a no-money paper experiment from June to October 2026; the author's write-up (in Russian, self-reported) found no edge over market prices and publishes the data and lessons. It is listed under Forecasting agents in this directory.
According to its source, it works with Polymarket.
The source lists: Python, FastAPI, PostgreSQL, Redis, Claude, OpenAI.
It was published by gmlol11. The public source is at github.com/gmlol11/polymarket-ai-desk.
This directory rates it advanced (beginner, intermediate or advanced).
It had 0 GitHub stars as of Oct 17, 2026.
The repository was last updated on Oct 16, 2026, as checked on Oct 23, 2026. Check the source for current status.
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