Trader Payout vs Langbot
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Trader Payout compared with Langbot
| Detail | 
Trader Payout | 
Langbot |
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| What it does | Independent verification of prop firm payouts and trading costs
| Data and simulation layer for prediction markets on Kalshi and Polymarket
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| Stage | Established
| Not given
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| Founded | Not given
| Not given
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| Based in | Not given
| Not given
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| Pricing model | Free
| Freemium
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| Pricing | Not given
| Free ($0/month) with 60-second delay on live data, 60 API requests/minute, 1 concurrent stream, 5 subscriptions, 20 sim runs/month; Builder ($49/month) with 10-second delay, 600 requests/minute, 5 streams, 25 subscriptions, 100 sim runs/month; Standard ($199/month) with 2-second delay, 3,000 request
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| Key features | - Payout archive with public source links
- Firm reviews with rules and fees
- Trading guides from funded traders
- Position sizing tools
| - Order-book history with outcomes and rules for every market on Kalshi and Polymarket
- Live context synchronized on one clock: speech, official text and data releases
- Simulator with venue's real fees and timing for backtesting
- Full REST, WebSocket and SSE access with signed webhooks
- Python and TypeScript SDKs and CLI for programmatic access
- MCP server with phrase and market subscription tools
- Fair-value and live probability models for markets
- Signed receipts and provenance reports for evidence
- Paper trading mode on live record before switching to real exchange keys
- Timestamped facts for resolved market outcomes with speaker attribution
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| What makes it different | - Only publishes payouts from public sources with live links to evidence
- No firm pays to be listed or rated
- Corrections published openly, never silent rewrites
- Human editors sign every page, AI never publishes alone
- Independent media with no capital or guaranteed returns
| - Synchronized context on the same clock: order books, market rules, and every speech or data release that moves prices
- Speaker attribution and verdict for each phrase: whether it counts under market rules
- Live recording of order books for every open market rolling out
- No trading signals: users control all decisions and trades with their own exchange keys
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 13 ▼ −1 (down) since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 11 | 0 |
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| Citation Flow (Majestic) | 24 | 0 |
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| Referring domains (Majestic) | 16 | 0 |
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4 details filled in for both companies.
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