What volume means on a bonding curve
Curve Volume Lab takes apart the numbers on a launchpad token page. A volume figure on a bonding curve is the sum of swaps against a reserve held by a program, not trade against a pool of paired liquidity, and that difference changes how you should read almost everything else on the page.
We work stage by stage: what exists at mint, what the first buys do to the quote, what fills the curve, and what breaks the moment liquidity migrates to an AMM.
What this lab covers
Three questions, repeated across everything published here. First, what is the mechanism that produced this number. Second, what does the number leave out. Third, what would you have to check on chain to tell the difference between the two readings.
We do not publish price predictions, token calls, or claims about specific launches. We do publish worked arithmetic, field-by-field walkthroughs of the pages people actually stare at, and honest descriptions of what tooling in this space does and does not do.
A launch, in four stages
Every number on a token page means something different depending on which stage produced it. The same volume figure is a discovery signal in stage two and a warning sign in stage four.
Mint and metadata
The token exists, the curve is seeded, and nothing has traded yet. Everything visible at this point is configuration, not market data.
Read the stage timeline Stage 02Price discovery
First buys move the quote immediately because there is no order book and no passive counterparty absorbing them. Volume and price are the same event.
How curve pricing works Stage 03Curve fill
Net buying pushes the reserve toward the migration threshold. This is the stage where a launch either sustains activity or visibly stops.
The graduation threshold Stage 04After migration
Liquidity moves to an AMM pool. Depth, fee behaviour and the way trackers attribute volume all change in the same block.
Post-migration volumeFeatured lab notes
The four notes that most readers need before anything else makes sense.
Three topic desks
Everything published here belongs to one of three desks. Each one collects the notes that answer a different kind of question.
Playbooks
Three notes written to be used while something is happening rather than read afterwards.
When teams reach for tooling
There is a point in most launches where the question stops being analytical and becomes operational. You have read the curve, you understand where the quote sits, and the remaining problem is that a token page with no trades on it gives a reader nothing to react to. That is the moment teams start looking at execution tooling instead of dashboards.
What sits on the other side of this link is a live console that routes swaps across Solana venues from a set of funded wallets, with scheduling and per-wallet sizing. It is the operational counterpart to the mechanics described across this site. It is not a guarantee of anything, and the notes here are deliberately explicit about the limits of the category.
Opens solanavolumebotpro.com in a new tab
How this lab works
The method is boring on purpose. It is also the reason you can check anything published here.
Mechanism first
Every note starts from the program behaviour that produces the number, not from the number itself. If we cannot describe the mechanism, we do not publish the interpretation.
Observed against inferred
Anything readable from chain state or a public explorer is described as observed. Anything reconstructed from patterns is described as inferred, in those words, in the sentence itself.
Labelled arithmetic
Worked examples use round numbers chosen to make the arithmetic legible. They are labelled illustrative. They are not measurements of any real token and should never be quoted as such.
Out of scope
No price targets, no token recommendations, no claims about specific launches or teams, no performance figures for any tool, and no engagement with anything that requires a private key.
Independent
Curve Volume Lab has no affiliation with Pump.fun or any launchpad. Where a commercial product is named, the note says plainly what the relationship is and what the product actually does.
Corrections
Protocol parameters change. When a note is wrong or a mechanism has moved, the note is corrected and the correction is described rather than quietly overwritten.