One forecast. Three ways to read it.
From one question to the full view. Same numbers, three readers.
Your market, your duration, a round threshold; Kunkafa’s confidence, then the other side below it.
Every move from one point: right is more time, up or down is a bigger move, solid dots are likelier.
The price line, the forecast band, and every level with Kunkafa’s confidence.
- 01 · Market Gold
- 02 · Duration 12 days
- 03 · Distance 1%
Could Gold go up 1% within 12 days?
84%
Kunkafa’s confidence in reaching it
↓ Down 0.6% in the same period: Kunkafa’s confidence: 70%
Either, both or neither could happen.
↑ Moves up
+1%
forecast move · 12 days
84%
Kunkafa’s confidence in reaching it
Below it, the other side: −0.6% · Kunkafa’s confidence 70% · 12 days
Forecast move +1% · 12 days · Kunkafa’s confidence 84%
- changedurationKunkafa’s confidence
- +9%2 years68%
- +5%6 months74%
- +2.5%50 days79%
- +1%12 days84%
- +0.3%1 day81%
- +0.1%1 hour78%
- −0.1%1 hour75%
- −0.2%1 day77%
- −0.6%12 days70%
- −2%50 days73%
- −4%6 months71%
- −7%2 years66%
Measured, not promised
Trained on about 10 billion data points. Tested on about 2 billion it had never seen.
Last day
90%
789,808 evaluated
Last 7 days
85%
11,398,987 evaluated
Last 30 days
85%
13,144,963 evaluated
All time
85%
13,144,963 evaluated
Finished in the forecast direction. Counted, every day, on live markets: how past forecasts turned out, at Kunkafa’s confidence of 90% or higher.
Updated 9 September 2026. Past results do not promise future ones. Up and down both remain possible.
Kunkafa’s confidence 90% or higher 85% finished in the forecast direction 85% reached the level 1,583,398 forecasts
Last day
91%
77,367 evaluated
Last 7 days
93%
475,552 evaluated
Last 30 days
93%
538,642 evaluated
All time
93%
538,642 evaluated
US 500 Index
Finished in the forecast direction, at Kunkafa’s confidence of 90% or higher.
Updated 8 September 2026. Past results do not promise future ones. Up and down both remain possible.
Kunkafa’s confidence 90% or higher 93% finished in the forecast direction 93% reached the level 53,527 forecasts
Last day
95%
98,279 evaluated
Last 7 days
92%
470,051 evaluated
Last 30 days
92%
533,402 evaluated
All time
92%
533,402 evaluated
Nasdaq 100
Finished in the forecast direction, at Kunkafa’s confidence of 90% or higher.
Updated 8 September 2026. Past results do not promise future ones. Up and down both remain possible.
Kunkafa’s confidence 90% or higher 92% finished in the forecast direction 92% reached the level 41,445 forecasts
Last day
92%
71,790 evaluated
Last 7 days
89%
327,820 evaluated
Last 30 days
89%
391,184 evaluated
All time
89%
391,184 evaluated
Gold
Finished in the forecast direction, at Kunkafa’s confidence of 90% or higher.
Updated 8 September 2026. Past results do not promise future ones. Up and down both remain possible.
Kunkafa’s confidence 90% or higher 89% finished in the forecast direction 89% reached the level 37,719 forecasts
Why LLMs Fail at Financial Prediction
ChatGPT, Claude, and Gemini are extraordinary at language. But asking them for stock predictions is like asking a poet to do calculus.
LLMs (ChatGPT, Claude, Gemini)
-
Designed for text, not numbers
Language models process words, not price patterns in tabular data
-
Hallucinate certainty
They give confident-sounding answers even when they have no basis for prediction
-
Trained on articles about markets
Not on actual price data - they've read opinions, not charts
-
Cannot quantify uncertainty
No native probabilistic output - just text that sounds confident
"The stock will go up because of positive momentum..."
Kunkafa
-
Built for numbers, not words
Rows and columns of price history, not articles about it
-
Says how likely, not just which way
Every level carries its probability, and both directions are shown
-
Trained on real price history
About 10 billion data points across stocks, indices, currencies, commodities and crypto
-
Seventy experts, not one
When the experts disagree, the probability drops, and you see that too
"Price rises 0.9%: 61% probability. Price falls 1.6%: 55% probability."
The Kunkafa Approach
Purpose-Built for Uncertain Domains
Markets are noisy and unpredictable. We built AI that embraces it.
Every forecast says how sure it is
A 52% is shown as a 52%, and a near-even split is the honest answer, not a failure to find one.
The Proving Ground
Markets are the ultimate test — noisy, adversarial, and unforgiving. If it works here, it works anywhere.
It's about the right tool for the job. LLMs are extraordinary for language. Kunkafa is purpose-built for tabular prediction.
Plans
Start free. Looking at a forecast costs nothing and moves no counter.
All paid plans include a 7-day free trial
For the curious
Free
- Every market in the catalogue, on the shortest forecast
- Follow up to 5 markets
- One alert, so you can stop watching the screen
- The full record of how past forecasts turned out
For the focused
Starter
7-day free trial
- One market of your choosing, on every forecast duration
- Every other market stays on the shortest forecast
- Follow up to 10 markets
- Up to 5 alerts
For the ambitious
Core
7-day free trial
- Every market, on every forecast duration
- Follow up to 25 markets
- Up to 20 alerts
- Wider evidence, and a home screen shaped around what you follow
For the committed
Pro
7-day free trial
- Everything in Core
- Follow up to 100 markets
- Alerts without a cap
- Automated trading, with limits you set and can pause
Free is where every account starts. No trial that ends.
Guides from Kunkafa
The guides readers use most: how to judge an AI market tool, what a probability means, and how to plan a trade around one.