Accuracy
Our word counts agree with how the venues settled
97.88%
19,469 of 19,890 settled markets agree · 8 of 9 categories meet their bar · all 421 mismatches listed below
- Earnings99.2%, its bar 97%, 8,512 checks
- Trump96.2%, its bar 95%, 4,156 checks
- White House97.5%, its bar 98%, 1,917 checksBeta
- Fed99.5%, its bar 98%, 761 checks
- Politics94.8%, its bar 90%, 1,137 checks
- World98.5%, its bar 98%, 407 checks
- News97.6%, its bar 95%, 1,871 checks
- Business97.7%, its bar 95%, 611 checks
- Podcasts96.7%, its bar 95%, 518 checks
As of 2026-10-23 19:53 UTC · Kalshi 97.99% (14,612) · Polymarket 97.57% (5,278)
When Parrot said 20–30% (25.6% on average), it happened 24.3% of the time (4,183 markets).
Walk-forward backtest: 40,311 markets from events since May 1, 2026, the same markets as “How good is p?”.
The numbers
| Parrot p | Average p | Said | Markets |
|---|---|---|---|
| 0–10% | 6.5% | 5.6% | 1,076 |
| 10–20% | 15.5% | 13.5% | 2,450 |
| 20–30% | 25.6% | 24.3% | 4,183 |
| 30–40% | 35.5% | 33.3% | 7,918 |
| 40–50% | 45.0% | 43.6% | 8,818 |
| 50–60% | 54.6% | 55.6% | 7,225 |
| 60–70% | 64.9% | 69.3% | 4,019 |
| 70–80% | 74.5% | 76.5% | 2,332 |
| 80–90% | 84.8% | 86.1% | 1,559 |
| 90–100% | 93.8% | 93.6% | 731 |
Where it is close
When our count sat exactly at the market's threshold, the venue settled YES 96.5% of the time (2,894 markets); one above, 97.8% (1,738).
| Our count | Venue settled YES | Markets |
|---|---|---|
| 0 | 9,606 | |
| exactly the threshold | 2,894 | |
| threshold + 1 | 1,738 | |
| threshold + 2 or more | 5,326 |
Not in the table: 326 markets where our count was above 0 but below a threshold of 2 or more; 5.5% settled YES.
How good is p?
p is a base rate, not a forecast. Scored as a walk-forward backtest: each market gets the p it would have had before its event, from results settled earlier. The markets are from events since May 1, 2026; the model's settings were fitted on earlier events. The constant gives every market its category's YES rate before May 1, 2026, in All categories too. Lower Brier and log loss are better (a coin flip scores 0.250 and 0.693).
| Category | Markets | Brierp | Brierconstant | Log lossp | Log lossconstant | Calibration gap10 bins of p |
|---|---|---|---|---|---|---|
| Earnings | 4,133 | 0.176 | 0.250 | 0.527 | 0.693 | 2.5 pts |
| Trump | 8,952 | 0.218 | 0.249 | 0.623 | 0.691 | 3.0 pts |
| White House base rate | 363 | 0.232 | 0.234 | 0.654 | 0.662 | 6.2 pts |
| Fed | 506 | 0.214 | 0.236 | 0.614 | 0.665 | 4.5 pts |
| Politics | 5,902 | 0.220 | 0.249 | 0.628 | 0.691 | 2.0 pts |
| World | 842 | 0.231 | 0.248 | 0.656 | 0.689 | 2.4 pts |
| News | 4,069 | 0.223 | 0.241 | 0.636 | 0.676 | 2.9 pts |
| Business | 935 | 0.209 | 0.234 | 0.600 | 0.660 | 5.9 pts |
| Podcasts | 1,914 | 0.195 | 0.250 | 0.573 | 0.693 | 7.0 pts |
| Entertainment | 2,168 | 0.197 | 0.235 | 0.581 | 0.664 | 3.8 pts |
| Sports | 10,527 | 0.194 | 0.251 | 0.569 | 0.695 | 1.8 pts |
| All categories | 40,311 | 0.206 | 0.247 | 0.597 | 0.688 | 1.8 pts |
White House: p barely beats a constant (Brier 0.232 vs 0.234); treat it as a base rate only.
Calibration gap: how far p sits from how often the word was said, averaged over 10 bins of p and weighted by markets.
Live since Oct 20
The constant here is each category's YES rate over every backtest market.
| Category | Markets | Brierp | Brierconstant | Log lossp | Log lossconstant |
|---|---|---|---|---|---|
| Earnings | 205 | 0.157 | 0.248 | 0.476 | 0.690 |
| Trump | 160 | 0.223 | 0.252 | 0.628 | 0.697 |
| Politics | 58 | 0.288 | 0.222 | 0.779 | 0.638 |
| News | 74 | 0.196 | 0.252 | 0.578 | 0.698 |
| Business | 39 | 0.233 | 0.270 | 0.667 | 0.734 |
| All categories | 553 | 0.203 | 0.249 | 0.586 | 0.691 |
1 category has fewer than 30 settled live markets so far; it is counted in All.
How we check
For every settled market whose event has a linked transcript, we count the word under the market's own speaker rule and check whether the count reaches the threshold the venue settled on. The share that matches is our agreement rate. How we count is on Methodology.
The venue's settlement is final. A mismatch means our text or our count differs from what the venue reviewed; it does not mean the venue was wrong.
p is scored separately, on settled markets only: each market is scored with the p it had before its event (for older events, the walk-forward p it would have had), and we compare it with what happened. p is a base rate built from history, not a forecast, and never advice.
What "Beta" means
Each category has a bar: the agreement we hold it to, set by how good its sources are. The Fed, the White House and world events such as Prime Minister's Questions are held to 98%, earnings calls to 97% (the T1 bar on Methodology), Trump, news, business and podcasts to 95%, and politics to 90%. When a category's agreement is below its bar over at least 30 settled checks, it is marked Beta in the table below. Its hub, speaker and appearance pages carry the same label.
- In a Beta category, transcript counts and quotes are provisional. Check the mismatch list before relying on one.
- Settlement history comes from the venues' own results, so it is not affected. Outside earnings, the probability
pis built from settlement history only, so it is not affected either. - The label goes away once the category is back above its bar. The usual causes are a market matched to the wrong appearance, or speaker labels that need review.
By category
Each category is measured against its own bar. Below it, over at least 30 checks, it is marked Beta. Categories without transcripts show settlement history only and have nothing to check.
| Category | Bar | Agreement | Status | ||
|---|---|---|---|---|---|
| Earnings | 97% | 99.18% 8,442/8,512 | 99.23% 6,304/6,353 | 99.03% 2,138/2,159 | Meets its 97% bar |
| Trump | 95% | 96.17% 3,997/4,156 | 96.48% 2,550/2,643 | 95.64% 1,447/1,513 | Meets its 95% bar |
| White House Beta | 98% | 97.55% 1,870/1,917 | 97.51% 1,407/1,443 | 97.68% 463/474 | Beta: below its 98% bar |
| Fed | 98% | 99.47% 757/761 | 99.77% 440/441 | 99.06% 317/320 | Meets its 98% bar |
| Politics | 90% | 94.81% 1,078/1,137 | 95.24% 1,001/1,051 | 89.53% 77/86 | Meets its 90% bar |
| World | 98% | 98.53% 401/407 | 99.10% 329/332 | 96.00% 72/75 | Meets its 98% bar |
| News | 95% | 97.59% 1,826/1,871 | 97.60% 1,708/1,750 | 97.52% 118/121 | Meets its 95% bar |
| Business | 95% | 97.71% 597/611 | 97.48% 465/477 | 98.51% 132/134 | Meets its 95% bar |
| Podcasts | 95% | 96.72% 501/518 | 94.26% 115/122 | 97.47% 386/396 | Meets its 95% bar |
| Entertainment | — | — | — | — | Not yet measured |
| Sports | — | — | — | — | History only |
| All categories | — | 97.88% 19,469/19,890 | 97.99% 14,319/14,612 | 97.57% 5,150/5,278 |
Window markets
Weekly and monthly markets settle on every appearance in the window. We can grade one only when our count already decides it: a YES once the word is found, a NO only when every appearance in the window has text. So most graded window markets settled YES, and their rate measures YES-side precision. They are included in the category rates above.
| Category | Agreement (graded) | Graded YES | Graded NO |
|---|---|---|---|
| Trump | 97.42% 830/852 | 832 of 2,408 | 20 of 1,922 |
Mismatches
421 settled markets where our count and the settlement differ. All of them are below, latest first.
| Date | Subject | Word | Venue | Settled | Our count | Who counts |
|---|---|---|---|---|---|---|
| AI / Artificial Intelligence | NO | 2 needs 1 | named speaker only | |||
| AI / Artificial Intelligence | NO | 2 needs 1 | named speaker only | |||
| Hormuz | YES | 0 needs 1 | named speaker only | |||
| Iran / Iranian | NO | 2 needs 1 | any host or reporter | |||
| A321XLR | NO | 1 needs 1 | company speakers + operator | |||
| Bessent | YES | 0 needs 1 | named speaker only | |||
| Elon / Musk | NO | 2 needs 1 | named speaker only | |||
| Elon / Musk | NO | 2 needs 1 | named speaker only | |||
| Hormuz | YES | 0 needs 1 | named speaker only | |||
| Afford / Affordable / Affordability | NO | 1 needs 1 | named speaker only | |||
| NYT front page | Woman | YES | 0 needs 1 | — | ||
| Trump (5+ times) | NO | 5 needs 5 | any host or reporter | |||
| Zacharia | YES | 0 needs 1 | any host or reporter | |||
| A12 / A13 | NO | 1 needs 1 | anyone | |||
| Lawyer | YES | 0 needs 1 | named speaker only | |||
| Nanometer | YES | 0 needs 1 | anyone | |||
| Election | YES | 0 needs 1 | named speaker only | |||
| Reform | NO | 1 needs 1 | named speaker only | |||
| Zacharia | YES | 0 needs 1 | any host or reporter | |||
| NYT front page | Woman | YES | 0 needs 1 | — | ||
| AI / Artificial Intelligence 15+ times | NO | 15 needs 15 | anyone | |||
| Diesel | NO | 2 needs 1 | any host or reporter | |||
| Glowzone | YES | 0 needs 1 | company speakers + operator | |||
| Nuclear | NO | 1 needs 1 | any host or reporter | |||
| Trump (3+ times) | NO | 3 needs 3 | named speaker only | |||
| AIPAC | YES | 0 needs 1 | named speaker only | |||
| Tariff | YES | 0 needs 1 | named speaker only | |||
| Putin | NO | 3 needs 1 | named speaker only | |||
| Dollar 10+ times | YES | 5 needs 10 | named speaker only | |||
| AI / Artificial Intelligence | NO | 2 needs 1 | any host or reporter | |||
| AI / Artificial Intelligence 10+ times | NO | 12 needs 10 | anyone | |||
| Avian Influenza / HPAI | NO | 3 needs 1 | company speakers + operator | |||
| Customer 25+ times | YES | 18 needs 25 | anyone | |||
| Data Center 5+ times | YES | 1 needs 5 | anyone | |||
| Hegseth | YES | 0 needs 1 | any host or reporter | |||
| Red | YES | 0 needs 1 | anyone | |||
| Terror / Terrorist / Terrorism | NO | 1 needs 1 | any host or reporter | |||
| AI / Artificial Intelligence | NO | 4 needs 1 | named speaker only | |||
| Bitcoin | NO | 1 needs 1 | named speaker only | |||
| Futures | NO | 3 needs 1 | named speaker only | |||
| OpenAI / Anthropic | YES | 0 needs 1 | any host or reporter | |||
| Tokenized / Tokenization | NO | 1 needs 1 | named speaker only | |||
| Afford / Affordable / Affordability | NO | 1 needs 1 | named speaker only | |||
| Argentina | YES | 0 needs 1 | named speaker only | |||
| Biden | YES | 0 needs 1 | named speaker only | |||
| Billion / Trillion | YES | 0 needs 1 | named speaker only | |||
| Cartel | YES | 0 needs 1 | named speaker only | |||
| China / Chinese | YES | 0 needs 1 | named speaker only | |||
| Democrat | NO | 1 needs 1 | named speaker only | |||
| Denmark / Danish | YES | 0 needs 1 | named speaker only | |||
| Diesel | YES | 0 needs 1 | named speaker only | |||
| Drone / Torpedo | YES | 0 needs 1 | named speaker only | |||
| Drone / Torpedo | YES | 0 needs 1 | named speaker only | |||
| Fake News | YES | 0 needs 1 | named speaker only | |||
| Fake News | YES | 0 needs 1 | named speaker only | |||
| Fentanyl | YES | 0 needs 1 | named speaker only | |||
| Gaza / Palestine | YES | 0 needs 1 | named speaker only | |||
| Greenland (3+ times) | YES | 0 needs 3 | named speaker only | |||
| Hormuz | YES | 0 needs 1 | named speaker only | |||
| Hormuz | YES | 0 needs 1 | named speaker only | |||
| Hostage | YES | 0 needs 1 | named speaker only | |||
| Invest / Invested / Investment | YES | 0 needs 1 | named speaker only | |||
| Invest / Invested / Investment | YES | 0 needs 1 | named speaker only | |||
| Japan / Japanese | YES | 0 needs 1 | named speaker only | |||
| Nuclear | YES | 0 needs 1 | named speaker only | |||
| Nuclear | YES | 0 needs 1 | named speaker only | |||
| Oil / Gas / Gasoline | YES | 0 needs 1 | named speaker only | |||
| Oil / Gas / Gasoline | YES | 0 needs 1 | named speaker only | |||
| Putin | YES | 0 needs 1 | named speaker only | |||
| Rare Earth / Mineral | YES | 0 needs 1 | named speaker only | |||
| Rare Earth / Mineral | YES | 0 needs 1 | named speaker only | |||
| Russia / Russian | YES | 0 needs 1 | named speaker only | |||
| Stock Market | YES | 0 needs 1 | named speaker only | |||
| Stock Market | YES | 0 needs 1 | named speaker only | |||
| Tariff | YES | 0 needs 1 | named speaker only | |||
| Tariff | YES | 0 needs 1 | named speaker only | |||
| Trade | YES | 0 needs 1 | named speaker only | |||
| Venezuela / Venezuelan | YES | 0 needs 1 | named speaker only | |||
| Zelensky | YES | 0 needs 1 | named speaker only | |||
| Zelensky | YES | 0 needs 1 | named speaker only | |||
| Kennedy | NO | 1 needs 1 | any host or reporter | |||
| Fed / Federal Reserve / Interest Rate | NO | 1 needs 1 | any host or reporter | |||
| AI / Artificial Intelligence | NO | 1 needs 1 | named speaker only | |||
| Fed / Federal Reserve / Interest Rate | NO | 1 needs 1 | any host or reporter | |||
| AI / Artificial Intelligence | NO | 2 needs 1 | any host or reporter | |||
| Afford / Affordable / Affordability | YES | 0 needs 1 | named speaker only | |||
| Charlotte / Golf | YES | 0 needs 1 | named speaker only | |||
| Cheat / Cheater / Cheating | YES | 0 needs 1 | named speaker only | |||
| China | YES | 0 needs 1 | named speaker only | |||
| China / Chinese | YES | 0 needs 1 | named speaker only | |||
| Communist / Communism | YES | 0 needs 1 | named speaker only | |||
| Communist / Communism 5+ times | YES | 0 needs 5 | named speaker only | |||
| Crazy | YES | 0 needs 1 | named speaker only | |||
| Crime / Criminal 15+ times | YES | 2 needs 15 | named speaker only | |||
| Deport / Deported / Deportation | YES | 0 needs 1 | named speaker only | |||
| Dividend / Stimulus | YES | 0 needs 1 | named speaker only | |||
| Egg | YES | 0 needs 1 | named speaker only | |||
| Endorse / Endorsed / Endorsement | YES | 0 needs 1 | named speaker only | |||
| FEMA | YES | 0 needs 1 | named speaker only | |||
| Fake News | YES | 0 needs 1 | named speaker only | |||
| Fraud | YES | 0 needs 1 | named speaker only | |||
| Healthcare | YES | 0 needs 1 | named speaker only | |||
| Healthcare | YES | 0 needs 1 | named speaker only | |||
| Hottest | YES | 0 needs 1 | named speaker only | |||
| Hottest | YES | 0 needs 1 | named speaker only | |||
| ICE | YES | 0 needs 1 | named speaker only | |||
| Kamala | YES | 0 needs 1 | named speaker only | |||
| Landslide | YES | 0 needs 1 | named speaker only | |||
| MAGA / Make America Great Again | YES | 0 needs 1 | named speaker only | |||
| Make America Healthy Again | YES | 0 needs 1 | named speaker only | |||
| Million / Billion / Trillion 20+ times | YES | 8 needs 20 | named speaker only | |||
| Oil / Gas / Gasoline | YES | 0 needs 1 | named speaker only | |||
| Reform | NO | 1 needs 1 | named speaker only | |||
| Russia | YES | 0 needs 1 | named speaker only | |||
| Sanctuary | YES | 0 needs 1 | named speaker only | |||
| Save America Act | YES | 0 needs 1 | named speaker only | |||
| Save America Act | YES | 0 needs 1 | named speaker only | |||
| Stock Market | YES | 0 needs 1 | named speaker only | |||
| Stock Market | YES | 0 needs 1 | named speaker only | |||
| Supreme Court | YES | 0 needs 1 | named speaker only | |||
| Transgender | YES | 0 needs 1 | named speaker only | |||
| Transgender | YES | 0 needs 1 | named speaker only | |||
| Warsh | NO | 1 needs 1 | named speaker only | |||
| Billionaire | NO | 3 needs 1 | named speaker only | |||
| Fed / Federal Reserve / Interest Rate | NO | 1 needs 1 | any host or reporter | |||
| SaaSpocalypse | YES | 0 needs 1 | named speaker only | |||
| Regulation / Regulate / Regulated | YES | 0 needs 1 | named speaker only | |||
| AI / Artificial Intelligence | YES | 0 needs 1 | named speaker only | |||
| China | YES | 0 needs 1 | named speaker only | |||
| Constitution / Constitutional / Unconstitutional | YES | 0 needs 1 | named speaker only | |||
| Election | YES | 0 needs 1 | named speaker only | |||
| Fed / Federal Reserve / Interest Rate | NO | 1 needs 1 | any host or reporter | |||
| Hundred / Thousand 10+ times | NO | 10 needs 10 | named speaker only | |||
| Barack Hussein Obama | YES | 0 needs 1 | named speaker only | |||
| Charlie / Kirk | YES | 0 needs 1 | named speaker only | |||
| Dell | YES | 0 needs 1 | named speaker only | |||
| Macron | YES | 0 needs 1 | named speaker only | |||
| Schumer | YES | 0 needs 1 | named speaker only | |||
| Sleepy Joe | YES | 0 needs 1 | named speaker only | |||
| Talarico / Talafreako | YES | 0 needs 1 | named speaker only | |||
| Tariff | NO | 1 needs 1 | any host or reporter | |||
| Thune | YES | 0 needs 1 | named speaker only | |||
| Vance | YES | 0 needs 1 | named speaker only | |||
| Amazon / 767 | YES | 0 needs 1 | any host or reporter | |||
| Chip | NO | 2 needs 1 | named speaker only | |||
| Chip | NO | 2 needs 1 | named speaker only | |||
| Dumbocrat / Dumacrat | YES | 0 needs 1 | named speaker only | |||
| Red | NO | 1 needs 1 | anyone | |||
| Job / Hiring | NO | 1 needs 1 | any host or reporter | |||
| Journey / Travel / Travelled | YES | 0 needs 1 | named speaker only | |||
| Tunnel to Towers | YES | 0 needs 1 | named speaker only | |||
| Tunnel to Towers | YES | 0 needs 1 | named speaker only | |||
| Red | NO | 1 needs 1 | anyone | |||
| NYT front page | Woman | YES | 0 needs 1 | — | ||
| FCC / Disney | NO | 2 needs 1 | any host or reporter | |||
| AI / Artificial Intelligence | YES | 0 needs 1 | named speaker only | |||
| Community | NO | 1 needs 1 | named speaker only | |||
| Health | NO | 1 needs 1 | named speaker only | |||
| Safe / Safer / Safety | YES | 0 needs 1 | named speaker only | |||
| School | YES | 0 needs 1 | named speaker only | |||
| Dividend (3+ times) | YES | 1 needs 3 | company speakers + operator | |||
| PowerEdge / Power Edge | YES | 0 needs 1 | company speakers + operator | |||
| Sue / Sued / Suing / Lawsuit | NO | 1 needs 1 | named speaker only | |||
| Trump / President | NO | 1 needs 1 | named speaker only | |||
| Meta | NO | 1 needs 1 | named speaker only | |||
| Moon | NO | 1 needs 1 | any host or reporter | |||
| Bitcoin / Crypto / Cryptocurrency | YES | 0 needs 1 | named speaker only | |||
| Investigation | YES | 0 needs 1 | named speaker only | |||
| Talarico | YES | 0 needs 1 | named speaker only | |||
| MAHA / Make America Healthy Again | NO | 1 needs 1 | named speaker only | |||
| Iran | NO | 1 needs 1 | named speaker only | |||
| AI Detection | NO | 2 needs 1 | company speakers + operator | |||
| Canada | YES | 0 needs 1 | any host or reporter | |||
| Lake America / Ontario | YES | 0 needs 1 | any host or reporter | |||
| Measles | YES | 0 needs 1 | any host or reporter | |||
| Trump (5+ times) | YES | 0 needs 5 | any host or reporter | |||
| Ukraine / Ukrainian | YES | 0 needs 1 | any host or reporter | |||
| Pro Tax | NO | 2 needs 1 | company speakers + operator | |||
| QuickBooks Advanced | YES | 0 needs 1 | company speakers + operator | |||
| Iran / Iranian | NO | 1 needs 1 | named speaker only | |||
| Israel | YES | 0 needs 1 | named speaker only | |||
| NATO | YES | 0 needs 1 | named speaker only | |||
| Oil / Gas / Gasoline | YES | 0 needs 1 | named speaker only | |||
| Dollar 5+ times | YES | 2 needs 5 | named speaker only | |||
| Hundred / Thousand / Million 10+ times | YES | 2 needs 10 | named speaker only | |||
| Sponsor / Sponsored / Sponsoring | YES | 0 needs 1 | named speaker only | |||
| Time 5+ times | YES | 0 needs 5 | named speaker only | |||
| AI / Artificial Intelligence | NO | 2 needs 1 | any host or reporter | |||
| Brick and Mortar | NO | 1 needs 1 | company speakers + operator | |||
| International 20+ times | NO | 20 needs 20 | anyone | |||
| CopyTrader | NO | 1 needs 1 | company speakers + operator | |||
| Russia | YES | 0 needs 1 | named speaker only | |||
| Dumbocrat / Dumacrat | YES | 0 needs 1 | named speaker only | |||
| GPU 10+ times | YES | 9 needs 10 | anyone | |||
| Stream | YES | 0 needs 1 | anyone | |||
| T-Mobile | NO | 1 needs 1 | company speakers + operator | |||
| Spectacles | NO | 13 needs 1 | company speakers + operator | |||
| Goat | NO | 2 needs 1 | named speaker only | |||
| Six Seven | NO | 2 needs 1 | named speaker only | |||
| Buyback / Share Repurchase | YES | 0 needs 1 | company speakers + operator | |||
| AI / Artificial Intelligence 30+ times | YES | 29 needs 30 | anyone | |||
| Dumbocrat / Dumacrat | YES | 0 needs 1 | named speaker only | |||
| AI / Artificial Intelligence | NO | 1 needs 1 | company speakers + operator | |||
| Agentic Commerce | YES | 0 needs 1 | company speakers + operator | |||
| Agentic Commerce | YES | 0 needs 1 | anyone | |||
| Dumbocrat / Dumacrat | YES | 0 needs 1 | named speaker only | |||
| Trump 5+ times | YES | 3 needs 5 | named speaker only | |||
| Six Seven | NO | 1 needs 1 | named speaker only | |||
| AI / Artificial Intelligence | NO | 2 needs 1 | named speaker only | |||
| Dumbocrat / Dumacrat | YES | 0 needs 1 | named speaker only | |||
| CDC / WHO | NO | 10 needs 1 | role: press secretary | |||
| Correspondents Dinner | YES | 0 needs 1 | role: press secretary | |||
| Dumbocrat / Dumacrat | YES | 0 needs 1 | named speaker only | |||
| Fake News | YES | 0 needs 1 | named speaker only | |||
| Fake News | YES | 0 needs 1 | named speaker only | |||
| Truth Social | YES | 0 needs 1 | role: press secretary | |||
| World Cup | YES | 0 needs 1 | role: press secretary | |||
| 250 | NO | 3 needs 1 | named speaker only | |||
| Cybertruck | NO | 1 needs 1 | company speakers + operator | |||
| Cybertruck | NO | 1 needs 1 | anyone | |||
| Gemini 3 | NO | 5 needs 1 | company speakers + operator | |||
| Six Seven | NO | 1 needs 1 | named speaker only | |||
| Youtube Shorts | NO | 2 needs 1 | company speakers + operator | |||
| Six Seven | NO | 1 needs 1 | named speaker only | |||
| Thing 10+ times | YES | 5 needs 10 | role: press secretary | |||
| Buyback | NO | 1 needs 1 | company speakers + operator | |||
| Dollar 10+ times | NO | 42 needs 10 | anyone | |||
| World Cup | YES | 0 needs 1 | named speaker only | |||
| China | YES | 0 needs 1 | named speaker only | |||
| Israel | YES | 0 needs 1 | named speaker only | |||
| Pope | YES | 0 needs 1 | named speaker only | |||
| Drone | YES | 0 needs 1 | named speaker only | |||
| Putin | NO | 1 needs 1 | named speaker only | |||
| Putin | YES | 0 needs 1 | named speaker only | |||
| AI / Artificial Intelligence | NO | 1 needs 1 | named speaker only | |||
| Cuba / Cuban | NO | 1 needs 1 | named speaker only | |||
| Six Seven | NO | 2 needs 1 | named speaker only | |||
| UFC | YES | 0 needs 1 | named speaker only | |||
| Dumbocrat / Dumacrat | YES | 0 needs 1 | named speaker only | |||
| Swamp the Vote | YES | 0 needs 1 | named speaker only | |||
| Dumbocrat / Dumacrat | YES | 0 needs 1 | named speaker only | |||
| Dumbocrat / Dumacrat | YES | 0 needs 1 | named speaker only | |||
| AI / Artificial Intelligence | NO | 3 needs 1 | named speaker only | |||
| Gold / Golden | YES | 0 needs 1 | named speaker only | |||
| 250 | NO | 1 needs 1 | named speaker only | |||
| Chair | YES | 0 needs 1 | named speaker only | |||
| Dumbocrat / Dumacrat | YES | 0 needs 1 | named speaker only | |||
| Zelensky | YES | 0 needs 1 | named speaker only | |||
| CBS | YES | 0 needs 1 | named speaker only | |||
| Knicks | NO | 2 needs 1 | named speaker only | |||
| Afford / Affordable / Affordability | YES | 0 needs 1 | named speaker only | |||
| Grocery | YES | 0 needs 1 | named speaker only | |||
| Trump / President | YES | 0 needs 1 | named speaker only | |||
| Anthropic / Claude | NO | 2 needs 1 | named speaker only | |||
| Data Center | NO | 7 needs 1 | named speaker only | |||
| Dumbocrat / Dumacrat | YES | 0 needs 1 | named speaker only | |||
| Open Source | NO | 2 needs 1 | named speaker only | |||
| OpenAI / ChatGPT | NO | 3 needs 1 | named speaker only | |||
| Security / Cybersecurity | NO | 3 needs 1 | named speaker only | |||
| Iran | NO | 5 needs 1 | named speaker only | |||
| Dumbocrat / Dumacrat | YES | 0 needs 1 | named speaker only | |||
| Inference | NO | 2 needs 1 | named speaker only | |||
| Crisis | NO | 2 needs 1 | named speaker only | |||
| Israel / Israeli | NO | 1 needs 1 | named speaker only | |||
| Safe / Safer / Safety | YES | 0 needs 1 | named speaker only | |||
| Aether | YES | 0 needs 1 | company speakers + operator | |||
| Buyback | NO | 2 needs 1 | company speakers + operator | |||
| United States / Americas | YES | 0 needs 1 | company speakers + operator | |||
| Chipotle Lane / Chipotlane | YES | 0 needs 1 | company speakers + operator | |||
| Sponsored Products | NO | 1 needs 1 | company speakers + operator | |||
| Iran / Iranian | NO | 1 needs 1 | named speaker only | |||
| Iran / Iranian | NO | 1 needs 1 | named speaker only | |||
| Landlord | NO | 1 needs 1 | named speaker only | |||
| Trump / President | NO | 1 needs 1 | named speaker only | |||
| AI / Artificial Intelligence | NO | 1 needs 1 | company speakers + operator | |||
| Hormuz | YES | 0 needs 1 | named speaker only | |||
| United States | NO | 1 needs 1 | named speaker only | |||
| Iran / Iranian | NO | 1 needs 1 | named speaker only | |||
| Air / Land / Sea 3+ times | YES | 2 needs 3 | role: press secretary | |||
| Inventory | NO | 4 needs 1 | company speakers + operator | |||
| New York | NO | 1 needs 1 | company speakers + operator | |||
| Smartphone | NO | 8 needs 1 | company speakers + operator | |||
| Social | NO | 1 needs 1 | named speaker only | |||
| Stimulus | YES | 0 needs 1 | company speakers + operator | |||
| Conservative | NO | 11 needs 1 | named speaker only | |||
| Kraken | YES | 0 needs 1 | company speakers + operator | |||
| Safe / Safer / Safety | NO | 1 needs 1 | named speaker only | |||
| Snow | NO | 1 needs 1 | named speaker only | |||
| Trump / President | NO | 2 needs 1 | named speaker only | |||
| Mobileye | YES | 0 needs 1 | company speakers + operator | |||
| Five Borough | NO | 1 needs 1 | named speaker only | |||
| Freeze / Freezing | NO | 2 needs 1 | named speaker only | |||
| NYPD | NO | 2 needs 1 | named speaker only | |||
| Snow | YES | 0 needs 1 | named speaker only | |||
| Trump / President | YES | 0 needs 1 | named speaker only | |||
| Economy / Economic | NO | 1 needs 1 | named speaker only | |||
| Trump | NO | 1 needs 1 | named speaker only | |||
| Afford / Affordable / Affordability | NO | 1 needs 1 | named speaker only | |||
| Bitcoin | YES | 0 needs 1 | named speaker only | |||
| Breaking News | YES | 0 needs 1 | named speaker only | |||
| F-47 | YES | 0 needs 1 | named speaker only | |||
| Jerome Too Late Powell | YES | 0 needs 1 | named speaker only | |||
| Rolex | YES | 0 needs 1 | named speaker only | |||
| Skyrocket / Skyrocketed | YES | 0 needs 1 | named speaker only | |||
| Teleprompter | YES | 0 needs 1 | named speaker only | |||
| Trump Derangement Syndrome | YES | 0 needs 1 | named speaker only | |||
| TrumpRx.gov / TrumpRx.com / TrumpRx | YES | 0 needs 1 | named speaker only | |||
| Dividend | YES | 0 needs 1 | company speakers + operator | |||
| Renovation | YES | 0 needs 1 | role: fed chair | |||
| Elon / Musk | YES | 0 needs 1 | anyone | |||
| Go ahead 6+ times | YES | 5 needs 6 | named speaker only | |||
| Holiday | YES | 0 needs 1 | anyone | |||
| Starlink | YES | 0 needs 1 | anyone | |||
| Covid / Pandemic | YES | 0 needs 1 | named speaker only | |||
| Crypto / Bitcoin | YES | 0 needs 1 | named speaker only | |||
| Great Shape | YES | 0 needs 1 | named speaker only | |||
| Radical Left Lunatic | YES | 0 needs 1 | named speaker only | |||
| Venezuela On Steroids | YES | 0 needs 1 | named speaker only | |||
| Robotaxi | YES | 0 needs 1 | named speaker only | |||
| Trump / President | NO | 2 needs 1 | named speaker only | |||
| Warner Bros | NO | 3 needs 1 | company speakers + operator | |||
| Affordable / Affordability | NO | 5 needs 1 | named speaker only | |||
| Africa / African | YES | 0 needs 1 | named speaker only | |||
| Crisis | NO | 2 needs 1 | named speaker only | |||
| Crisis | NO | 2 needs 1 | named speaker only | |||
| Morocco / Moroccan | YES | 0 needs 1 | named speaker only | |||
| Safe / Safer / Safety | NO | 1 needs 1 | named speaker only | |||
| Soccer | YES | 0 needs 1 | named speaker only | |||
| Trump / President | NO | 1 needs 1 | named speaker only | |||
| Working People / Working Class | YES | 0 needs 1 | named speaker only | |||
| Civic | NO | 1 needs 1 | named speaker only | |||
| Economy / Economic | YES | 0 needs 1 | named speaker only | |||
| Home / Housing | NO | 4 needs 1 | named speaker only | |||
| Home / Housing | NO | 4 needs 1 | named speaker only | |||
| Politics | YES | 0 needs 1 | named speaker only | |||
| Queens / Manhattan / Brooklyn | NO | 1 needs 1 | named speaker only | |||
| Tip / Fee | YES | 0 needs 1 | named speaker only | |||
| Working People / Working Class | NO | 1 needs 1 | named speaker only | |||
| Buyback | NO | 1 needs 1 | company speakers + operator | |||
| Buyback | NO | 1 needs 1 | anyone | |||
| Free Bus / Fast & Free | NO | 1 needs 1 | named speaker only | |||
| Home / Housing | NO | 2 needs 1 | named speaker only | |||
| ICE / National Guard | YES | 0 needs 1 | named speaker only | |||
| Immigrant / Immigration | NO | 1 needs 1 | named speaker only | |||
| Immigrant / Immigration | NO | 1 needs 1 | named speaker only | |||
| NYPD | YES | 0 needs 1 | named speaker only | |||
| Learing | YES | 0 needs 1 | named speaker only | |||
| Affordable / Affordability | YES | 0 needs 1 | named speaker only | |||
| Clean / Green | NO | 1 needs 1 | named speaker only | |||
| Inequality / Crisis | YES | 0 needs 1 | named speaker only | |||
| Trump | YES | 0 needs 1 | named speaker only | |||
| Affordable / Affordability | YES | 0 needs 1 | role: press secretary | |||
| Million / Billion / Trillion 20+ times | NO | 20 needs 20 | named speaker only | |||
| Truck | YES | 0 needs 1 | anyone | |||
| Automation | NO | 2 needs 1 | company speakers + operator | |||
| Hyperscaler | NO | 1 needs 1 | company speakers + operator | |||
| Inventory | NO | 4 needs 1 | company speakers + operator | |||
| New York | NO | 4 needs 1 | company speakers + operator | |||
| Smartphone | NO | 5 needs 1 | company speakers + operator | |||
| Tariff | NO | 1 needs 1 | company speakers + operator | |||
| Hiring | YES | 0 needs 1 | company speakers + operator | |||
| Hiring | YES | 0 needs 1 | anyone | |||
| Clean / Green | NO | 1 needs 1 | named speaker only | |||
| Robotic | NO | 1 needs 1 | company speakers + operator | |||
| Kalshi | YES | 0 needs 1 | named speaker only | |||
| Project Kuiper | YES | 0 needs 1 | company speakers + operator | |||
| Project Kuiper | YES | 0 needs 1 | anyone | |||
| ChatGPT | YES | 0 needs 1 | named speaker only | |||
| Share Purchase | YES | 0 needs 1 | company speakers + operator | |||
| Share Purchase | YES | 0 needs 1 | anyone | |||
| Go ahead 5+ times | YES | 4 needs 5 | named speaker only | |||
| Putin | NO | 1 needs 1 | role: press secretary | |||
| Express Lane | YES | 0 needs 1 | company speakers + operator | |||
| Airtag | NO | 1 needs 1 | named speaker only | |||
| Chip | NO | 2 needs 1 | named speaker only | |||
| Advertisement | YES | 0 needs 1 | anyone | |||
| Innovation | NO | 1 needs 1 | named speaker only | |||
| AI / Artificial Intelligence 7+ times | YES | 5 needs 7 | company speakers + operator | |||
| Judge | NO | 1 needs 1 | named speaker only | |||
| A100 | NO | 1 needs 1 | company speakers | |||
| Putin | NO | 1 needs 1 | role: press secretary | |||
| Houthis | NO | 1 needs 1 | role: press secretary | |||
| India | NO | 1 needs 1 | role: press secretary | |||
| Pakistan | NO | 1 needs 1 | role: press secretary | |||
| Decentralized Exchange / DEX | YES | 0 needs 1 | company speakers | |||
| Quest 3 | NO | 1 needs 1 | company speakers | |||
| Israel | NO | 1 needs 1 | role: press secretary | |||
| Student | NO | 1 needs 1 | role: press secretary | |||
| Tariff | NO | 3 needs 1 | role: press secretary | |||
| Ukraine | NO | 1 needs 1 | role: press secretary | |||
| President 60+ times | YES | 58 needs 60 | named speaker only | |||
| Go Ahead 5+ times | YES | 4 needs 5 | named speaker only | |||
| Gary / Underhill | NO | 1 needs 1 | role: press secretary | |||
| America First | YES | 0 needs 1 | role: press secretary | |||
| Bessent | NO | 1 needs 1 | role: press secretary | |||
| DOGE / Department of Government Efficiency / Doge | YES | 0 needs 1 | role: press secretary | |||
| Deport | NO | 4 needs 1 | role: press secretary | |||
| Ford | YES | 0 needs 1 | role: press secretary | |||
| Fraud | YES | 0 needs 1 | role: press secretary | |||
| Inflation | NO | 2 needs 1 | role: press secretary | |||
| Russia | NO | 2 needs 1 | role: press secretary | |||
| Stock | YES | 0 needs 1 | role: press secretary | |||
| Ukraine | NO | 1 needs 1 | role: press secretary | |||
| Alexis / Nungaray | YES | 0 needs 1 | role: press secretary | |||
| America First | NO | 2 needs 1 | role: press secretary | |||
| CBS | YES | 0 needs 1 | role: press secretary | |||
| DJ / Devarjaye | YES | 0 needs 1 | role: press secretary | |||
| DOGE / Department of Government Efficiency / Doge | NO | 3 needs 1 | role: press secretary | |||
| Fraud | NO | 4 needs 1 | role: press secretary | |||
| Inflation | YES | 0 needs 1 | role: press secretary | |||
| Israel | YES | 0 needs 1 | role: press secretary | |||
| Mohmmad / Sharifullah | YES | 0 needs 1 | role: press secretary | |||
| Russia | YES | 0 needs 1 | role: press secretary | |||
| Trillion | NO | 2 needs 1 | role: press secretary | |||
| Ukraine | YES | 0 needs 1 | role: press secretary | |||
| Wall Street | NO | 3 needs 1 | role: press secretary | |||
| President 100+ times | NO | 103 needs 100 | named speaker only | |||
| War 5+ times | NO | 5 needs 5 | named speaker only | |||
| Zelensky 3+ times | YES | 0 needs 3 | named speaker only | |||
| DeepSeek | YES | 0 needs 1 | company speakers | |||
| Growth 10+ times | NO | 10 needs 10 | named speaker only |