Skip to main content
FYNORALAUNCH home

THIS SESSION · FINTECH · MONEY TOOLS

Tellvest vs Langbot

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

Tellvest compared with Langbot
DetailTellvest logo TellvestLangbot logo Langbot
What it doesEarnings-call intelligence for U.S. public companies with transparent sentiment scores and macro insights Data and simulation layer for prediction markets on Kalshi and Polymarket
StageStartup Not given
Founded2026 Not given
Based inNot given Not given
Pricing modelFreemium Freemium
PricingFree tier includes all prior quarters' sentiment scores for 500+ companies, analyst tracker, and company lists. Tellvest Pro: $12/month includes the newest quarter's analysis, pre-earnings briefs, macro signal screener, and live trade signals. 30-day free trial with full Pro access, no credit card r 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
  • Transparent 1-10 sentiment score for 500+ U.S. public companies based on GAAP revenue, transcript tone, EPS trends, and guidance
  • Analyst question classification by tone and topic to identify where management deflects
  • Macro signal aggregation across hundreds of companies by theme and sector
  • Analyst and firm tracker grading challenge rates and questioning patterns
  • Cross-company mentions pulled verbatim from earnings calls
  • Economic Sentiment Index tracking macro conditions across 500+ companies
  • Sector and industry intelligence comparing sentiment and macro signals
  • Backtest of score consistency versus historical post-earnings returns
  • Pre-earnings briefs for companies reporting in the next 7 days (Pro)
  • Live trade signals with full signal history based on score consistency rules (Pro)
  • 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
  • Bottom-up macro insights: aggregated CEO commentary from 500+ earnings calls, not top-down forecasts
  • All data sourced from SEC filings and public earnings transcripts, verified automatically with no paraphrase
  • Analyst grading: track which analysts challenge management most rigorously and which firms are highest-quality
  • Prior quarters always free to browse; Pro unlocks current quarter and forward-looking tools on day of analysis
  • 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)Not checked yet −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)40
Citation Flow (Majestic)190
Referring domains (Majestic)70

5 details filled in for both companies.

More alternatives to Tellvest More alternatives to Langbot

Help centre