Oracle Markets vs SpeechTerminal
Oracle Markets and SpeechTerminal are both filed under Sentiment / News and Politics & Elections. Both are trading platforms; Oracle Markets is free, SpeechTerminal is paid. Below: the facts side by side, where the two actually differ, and when each one is the better pick.
Open-source AI forecasting platform. Multiple independent AI agents analyze news, data and market signals daily to produce calibrated consensus probabilities on future events — with per-agent reasoning and an accuracy leaderboard. Scientific forecasting only,…
Compared with SpeechTerminal
Transcript search built for mention markets — the ones asking how many times a speaker will say a given word.
Compared with Oracle MarketsAt a glance
| Fact | Oracle Markets | SpeechTerminal |
|---|---|---|
| Type | Trading platform | Trading platform |
| Category | Sentiment / News | Sentiment / News |
| Also listed in | Sports Trading, Politics & Elections | Politics & Elections |
| Pricing | Free | Paid |
| Price | free · open source | free · Pro $19.99/mo |
| Risk rating | Medium risk | Medium risk |
| Markets | Politics, AI, Markets and 1 more | Mention markets, Politics, Fed commentary and 1 more |
| Source | Open-source | Source not published |
| Runs in Telegram | No | No |
| Listed since | Jul 3, 2026 | Aug 6, 2026 |
Highlighted rows differ
Key differences
- Oracle Markets is free (free · open source); SpeechTerminal is paid (free · Pro $19.99/mo).
- Both list Politics; Oracle Markets adds AI and Markets and 1 more; SpeechTerminal adds Mention markets and Fed commentary and 1 more.
- Oracle Markets publishes its code under an open-source licence; SpeechTerminal does not publish its source.
- Only Oracle Markets is filed under Sports Trading.
Choose Oracle Markets if…
- you want to start without paying
- you want to read — and keep running — the code yourself
- you trade AI and Markets and 1 more
- your focus is Sports Trading
Choose SpeechTerminal if…
- you trade Mention markets and Fed commentary and 1 more
What Oracle Markets does
Open-source AI forecasting platform. Multiple independent AI agents analyze news, data and market signals daily to produce calibrated consensus probabilities on future events — with per-agent reasoning and an accuracy leaderboard. Scientific forecasting only, no monetary trading.
Features- Multiple AI agents forecast independently
- Calibrated consensus probabilities on events
- Per-agent reasoning you can inspect
- Live topic monitors (World Cup, Iran, Ukraine)
- Agent accuracy leaderboard on resolved questions
- Runs several independent AI models over news, data and market signals daily.
- Aggregates them into a calibrated consensus probability per question.
- Exposes each agent's reasoning and grades accuracy over time.
What SpeechTerminal does
Transcript search built for mention markets — the ones asking how many times a speaker will say a given word. Search thousands of verified transcripts from politicians, Fed officials and CEOs, chart how often a phrase has been used over time, and read the surrounding context before pricing the next appearance. Covers Trump, Powell, Leavitt, Hegseth, Vance, Hassett and other figures plus corporate earnings calls, with an archive running from January 2026 forward and historical coverage still being backfilled.
Features- Transcript search engine across verified speeches, pressers and interviews
- Mention-frequency charts showing how a word's usage moves over time
- Context breakdown — where and how the phrase was actually used
- Speaker profiles for politicians, Fed officials and CEOs
- Archive updated continuously, January 2026 onward
- Turns a mention market into a base-rate question: how often has this been said before?
- Charts a phrase's frequency per speaker so a spike or a fade is visible.
- Shows the context of each mention, separating stock phrases from real signal.
More head-to-heads
Every fact on this page is taken from the two listings as their authors publish them; POLBOTS verifies neither performance nor claims and has no stake in either tool. Nothing here is financial advice.