# Pancake vs 3Commas

Canonical: https://www.usepancake.com/compare/pancake-vs-3commas

3Commas is a retail crypto trading-bot platform: preset DCA/grid bots executing on your exchange account via API keys. Pancake is verification-first hosting for AI-built prediction-market strategies with reproducible results and MCP-native integration.

## Capabilities

| Capability | Pancake | 3Commas |
|---|---|---|
| Open-source engine | ✓ Apache-2.0 (batter, Python 3.12+) | ✗ proprietary platform |
| Prediction-market native | ✓ Polymarket, Kalshi, binary outcomes | ✗ crypto spot and futures via exchange API keys |
| Strategy authored by AI agent | ✓ any MCP-capable agent builds the spec and deploys | ✗ preset bot types (DCA, grid, signal) configured by hand |
| Verification boundary doctrine | ✓ explicit 3-tuple in every result | ✗ platform dashboards without epistemic scope statement |
| Receipt URLs with byte-stable hashes | ✓ /<handle>/<strategy_slug>/v/<version_n> — public shareable URLs | ✗ performance stats live in the platform account |
| Agent-callable MCP surface | ✓ 10-tool surface | ✗ REST API for bot management only |
| Paper trading | ✓ simulated fills on live Polymarket data, append-only ledger | ✓ paper trading mode available |
| Runs without exchange API keys | ✓ paper deployments need no exchange account | ✗ requires exchange API keys to operate |
| Live crypto-exchange execution | ✗ paper trading live; real-money execution on the roadmap | ✓ executes on major crypto exchanges |

## What's different

3Commas is execution-first retail tooling: you pick a bot archetype (DCA, grid, signal-driven), tune its dials, connect an exchange via API keys, and the platform fires orders on your account. Its center of gravity is convenience — bots running hands-off against crypto exchanges, managed from a dashboard or mobile app.

Pancake is verification-first hosting for AI-built strategies, and its order of operations is inverted: evidence before execution. An MCP-capable agent authors a declarative strategy spec, validates it against content-hashed prediction-market evidence with a deterministic engine, and only then deploys it — as a paper deployment running on live Polymarket data with simulated fills and an append-only event ledger. Live venue execution is a v2-roadmap capability gated on exactly these artifacts.

The structural difference is where trust comes from. A 3Commas bot's history is a dashboard the platform renders for the account owner. A Pancake strategy's history is a public, independently checkable artifact: an immutable version at a permanent URL, a SHA-256 result hash any reader can reproduce, and a verification boundary stating what was verified, what was agent-supplied, and what was not modeled. One is a service log; the other is evidence.

## Methodology overlap

Both platforms run strategies forward against live market data without requiring the user to operate infrastructure, and both offer a paper mode with simulated execution. The overlap ends at measurement: Pancake computes Sharpe, Sortino, drawdown, Wilson CI95, bootstrap CI, and permutation tests in a deterministic open-source engine with citable formulas; 3Commas reports bot P&L statistics from its proprietary platform.

## When to use Pancake

Use Pancake when an AI agent is authoring prediction-market strategies and the claim needs to be checkable — a reproducible backtest result plus a ledger-backed forward record at permanent public URLs. Pancake is the right tool when trust in the strategy's history matters as much as running it.

## When to use 3Commas

Use 3Commas when you want hands-off DCA or grid bots executing on your existing crypto-exchange account today, managed from a dashboard without writing code. It is the right tool for convenience-first crypto bot operation where independent verifiability of the track record is not the requirement.

## Citation

3Commas is a crypto trading-bot platform that connects to exchanges via user-supplied API keys. Homepage: https://3commas.io

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Markdown twin of https://www.usepancake.com/compare/pancake-vs-3commas — same content as the HTML page, generated from the same source data. More machine surfaces: https://www.usepancake.com/llms.txt