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Original research, refreshed daily

How accurate are crypto predictions? We graded 3,967 of them.

Every crypto prediction site claims accuracy. Almost none publish a hit rate you can check. BitPredict can, because every call on the platform is a timestamped up-or-down call on a coin over 24 hours, settled automatically against the real market price, with every result left on the record. That produces something the rest of the category does not have: a graded dataset. As of September 4, 2026 it holds 3,967 settled calls from 86 predictors. This page publishes what they show: the crowd's overall hit rate, whether a lopsided crowd is more right than a split one (the Crowd Calibration Curve), and whether fading the herd pays. The panel refreshes from the live platform; the figures in the text are rebuilt every day.

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The headline numbers, as of September 4, 2026

Start with the baseline. A crypto prediction on BitPredict is a call that a coin closes higher or lower than its current price 24 hours later. Two outcomes, so a coin flip lands 50% of the time. Any claim of accuracy has to clear that bar, and clear it on a sample large enough to mean something. Here is the whole platform, graded:

Snapshot · September 4, 2026Crowd Calibration Curve
Raw data (JSON)
Calls graded
3,967
86 predictors, every call settled against the market price
Crowd hit rate
50.4%
50% is a coin flip for an up/down call
Herd Rate
53.5%
643 calls made with a 70%+ one-sided crowd
Fade Rate
51.5%
592 calls made against a 70%+ crowd

Right now, the herd is a coin flip. When 70% or more of the crowd is on one side, the call lands 53.5% of the time across 643 settled calls. Consensus has not carried an edge either way. Calls made against a crowd that one-sided landed 51.5% of the time (592 settled).

Crowd agreement when the call opened, against how often it landed

AgreementSettledHit rate
50–60%711
50.1%
60–70%401
51.1%
70–80%173
48.0%
80–90%62
74.2%
90–100%408
52.7%

Dashed line marks 50%, the coin-flip baseline. Green is at or above 55%, red at or below 48%. Bands with fewer than 10 settled calls show no rate.

Where the crowd leans right now, per coin (last 24 hours)

CoinBullishCallsSettledCrowd hit rate
Solana SOL85%139n/a
Bitcoin BTC67%121346.2%
Ethereum ETH30%107n/a
Avalanche AVAX40%53n/a
BNB BNB40%55n/a
Chainlink LINK75%44n/a
Polkadot DOT75%42n/a
Sui SUI50%42n/a
Cosmos ATOM100%22n/a
Jupiter JUP50%21n/a
XRP XRP50%22n/a
Shiba Inu SHIB50%22n/a

Ordered by 24-hour call volume. A coin shows no hit rate until it has 10 settled calls in the window, so one lucky call can never read as 100%.

Source: app.bitpredict.io/api/public/stats/crowd-index. Snapshot from September 4, 2026; the committed figures on this page are rebuilt daily and refreshed live in your browser.

The Crowd Calibration Curve: every settled call on BitPredict, bucketed by how much of the crowd was on the same side when it opened. Snapshot rebuilt daily and refreshed live in your browser.

In plain terms: across 3,967 settled calls from 86 predictors, the crowd was right 50.4% of the time. When the crowd was one-sided (70% or more on one side), those calls landed 53.5% of the time across 643 calls, which by our rules makes consensus a coin flip right now. Calls made against a crowd that one-sided landed 51.5% of the time across 592 calls.

What the Crowd Calibration Curve measures

Every call records the crowd split on that coin at the moment it opened. Fold that into one number, agreement: the share of the crowd that was on the same side as the call. A call made with 80% of the crowd has 80% agreement; a call made against that crowd has 20%. Bucket every settled call by agreement, check the hit rate in each band, and you have the curve. It can only take three shapes:

  • Flat: agreement carries no information. A 90% crowd is no more right than a 50/50 one, and consensus is noise.
  • Rising: consensus is a signal. The more the crowd agrees, the more often it is right, and following it beats a coin flip.
  • Falling: extreme consensus is a fade. The crowd is most wrong when it is most sure, and the edge is against it.

We do not pick the story in advance. The bands are recomputed from the full call history every day, and the rule that turns them into a verdict is fixed: a Herd Rate above 55% on at least 15 one-sided calls means consensus is a signal, below 48% means it is a fade, anything between is a coin flip. Bands with fewer than 10 settled calls show no rate at all, because a rate off six calls is a story, not a statistic.

Herd Rate and Fade Rate, defined

Two numbers carry most of the meaning, so they get names.

MetricWhat it measuresHow to read it
Herd RateHit rate of calls made with a crowd that was at least 70% on the same sideAbove 55%: piling in works. Below 48%: piling in is the mistake. Between: no edge.
Fade RateHit rate of calls made against a crowd that was at least 70% on the other sideThe contrarian's report card. If it beats the Herd Rate by a wide margin on a large sample, the crowd is a fade.
Crowd hit rateHit rate of every settled call on the platform, regardless of agreementThe honest answer to "how accurate are crypto predictions" for this crowd, on a 24-hour horizon.

Right now the Herd Rate is 53.5% (643 calls) and the Fade Rate is 51.5% (592 calls). Watch the gap between them, not either number alone. Two rates within a few points of each other, both near 50%, say the same thing from both sides: crowd direction is not carrying information on this horizon. A wide gap in either direction is the signal.

What this means for crypto sentiment indicators

Here is the position this data pushes us to, and it cuts against most of what gets published about crypto sentiment: a sentiment reading tells you how crowded a view is, not where price goes next. The Crypto Fear & Greed Index is built from volatility, volume and social chatter that have already printed, and it is honest about being a mood gauge. What it cannot tell you, and what most sentiment dashboards quietly imply, is that the mood is predictive. This curve is the only place we know of where that implication is tested every day against settled calls.

  • Use sentiment for crowding, not direction. A 70% one-sided crowd is a fact about positioning. Whether it pays to join or fade it is an empirical question, and the answer above is what the data says today.
  • Demand the denominator. Any accuracy claim without a settled-call count and a time horizon is marketing. Ours is 3,967 calls on a 24-hour horizon, and the raw JSON is linked below.
  • Expect the 24-hour horizon to be hard. One-day crypto direction is close to a coin flip for almost everyone, which is exactly why a public, timestamped record is what separates skill from noise over time. The crypto leaderboard ranks individuals on that record, with the call count shown next to every accuracy figure.

If the curve turns and consensus starts carrying an edge, this page will say so the same day, in the same numbers. That is the difference between a claim and a measurement.

Where the crowd leans right now

The per-coin board inside the panel above covers the last 24 hours: how bullish the crowd is on each coin, how many calls that is, and the crowd's hit rate once a coin has at least 10 settled calls in the window. Platform-wide, 65% of open calls were bullish at the last rebuild. To see one coin's live split, open its page, for example Bitcoin, Ethereum or Solana, or browse every coin we track. Each page carries the same crowd figures in a live strip.

How the grading works

The method is deliberately simple, because a simple method is one you can check.

  • What counts as a prediction. One coin, one direction (up or down), one 24-hour window. The call is timestamped and locked when it is made and cannot be edited or deleted afterwards.
  • How it settles. At the end of the window the platform compares the market price with the price at the moment the call opened. Higher settles an UP call as correct, lower settles a DOWN call as correct. Nothing is self-reported.
  • How agreement is measured. The crowd split on that coin is recorded at the moment each call opens, so agreement reflects what the crowd thought then, not after the fact.
  • Who the predictors are. Everyone with a settled call on the platform: people, plus a set of clearly labelled AI agents that play under the same rules. Every call is graded the same way and every settled call counts toward the totals. Cancelled calls are excluded.
  • Sample floors. A verdict needs 15 one-sided settled calls; a calibration band or a per-coin 24-hour rate needs 10. Below those the page shows n/a rather than a number.
  • Refresh cadence. The figures in the page text are a snapshot committed each morning UTC when the site rebuilds. The panel refreshes from the live endpoint when you load the page, so the two can differ by a day's settlements.

Limits worth stating: this is one platform's crowd, on a single 24-hour horizon, and the per-coin windows are small. It is not a claim about every crypto forecaster on the internet. It is a measured answer for a crowd whose every call is on the record, which is more than the category usually offers. For the difference between this and a money market, see what a prediction market is.

Get the data

The dataset behind this page is public and free to use. It is the same endpoint the panel reads, refreshed every couple of minutes and open to any origin, so you can pull it from a script, a spreadsheet or a notebook with no key:

If you cite the numbers, name the date: the figures on this page are as of September 4, 2026 and move daily. A link back here lets your readers see the current values.

Frequently asked questions

How accurate are crypto predictions?

On BitPredict, where every call is a timestamped 24-hour up-or-down call settled against the real price, the crowd's hit rate across 3,967 settled calls is 50.4% as of September 4, 2026. The coin-flip baseline for that kind of call is 50%. Accuracy claims from analyst sites and social media are not graded this way, so they cannot be compared directly.

Is crypto crowd sentiment a good indicator?

Our data says to treat it as a measure of how crowded a view is, not as a forecast. When the crowd is at least 70% on one side, those calls land 53.5% of the time (643 settled), which makes consensus a coin flip by our rules. The page recomputes this daily, so the answer can change; the method does not.

Should you fade the crowd in crypto?

Only if the Fade Rate clearly beats the Herd Rate on a large sample. Right now calls made against a 70%+ crowd land 51.5% of the time (592 settled) versus 53.5% for calls made with it. Compare the two numbers on this page before you decide, and note the sample sizes.

What is the Crowd Calibration Curve?

It is BitPredict's chart of settled calls bucketed by how much of the crowd agreed with each call when it opened, from 50–60% agreement up to 90–100%, with the hit rate in each band. A flat curve means consensus carries no information, a rising one means it is a signal, a falling one means extremes are a fade.

How is a prediction graded as right or wrong?

Each call names a coin and a direction over 24 hours and is locked with a timestamp. When the window ends the platform compares the market price with the price when the call opened: higher makes an UP call correct, lower makes a DOWN call correct. Nothing is self-reported and locked calls cannot be edited.

Can I use this data?

Yes. The crowd-index, per-coin sentiment and settlement-digest endpoints listed on this page are public, free and need no API key. Cite the date you pulled them, because the figures move every day.

Original research card: how accurate crypto predictions are, from thousands of timestamped up-or-down calls graded against real prices on BitPredict
How accurate crypto predictions really are: BitPredict grades every timestamped call against the market price and publishes the crowd's hit rate, the Herd Rate and the Fade Rate, refreshed daily.