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Earnings Report vs Langbot

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Earnings Report compared with Langbot
Detail Earnings ReportLangbot logo Langbot
What it doesTrack earnings calendars, calls, transcripts and financial reports for public companies Data and simulation layer for prediction markets on Kalshi and Polymarket
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Freemium
PricingFree plan: $0/month with 3 research credits per month. Plus plan: $14.9/month billed annually ($178.8 total, save 22%) with 300 research credits per month. Pro plan: $24.9/month billed annually ($298.8 total, save 14%) with 650 research credits per month. 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
Key features
  • Live and archived earnings call audio playback
  • Interactive transcript notes with timestamps and inline research annotations
  • 8-language AI translation of earnings transcripts
  • Historical earnings data spanning nearly two decades
  • Official SEC filings including 10-K, 10-Q, and 8-K documents
  • Real-time keyword and symbol tracking with push notifications
  • One-click download of investor presentations and PDF filings
  • 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
What makes it different
  • Multi-language AI translation supporting 8 languages including Chinese, Japanese, Korean, German, French, Spanish, Portuguese and English
  • Access to nearly two decades of historical quarterly earnings data
  • Official SEC filings delivered alongside streamlined summaries
  • Interactive live transcripts with timestamped notes during earnings calls
  • 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
Community votes00
DR (Domain Rating by Ahrefs)11 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)60
Citation Flow (Majestic)230
Referring domains (Majestic)480

5 details filled in for both companies.

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