IOSG Weekly Brief｜$PUMP Valuation Breakdown: On-Chain Data Debunks the "Wash Trading" Theory, Where Does the Real Discount Come From?

Discount comes from three areas: market doubts about revenue sustainability, missing institutional coverage, and the fact that investors’ trust in management has not yet been established.

Author｜ Max Wong @IOSG

Introduction

Pump.fun_ launched in early 2024 as a permissionless Meme Launchpad on Solana, allowing anyone to create and trade tokens in seconds through a Bonding Curve mechanism. The project started as a niche experiment, but it quickly became one of the highest-revenue applications on public blockchains._

Between 2024 and 2025, Pump.fun’s daily average protocol revenue stayed roughly in line with Hyperliquid and even surpassed it at times, and the Meme market it operates in is naturally highly cyclical—making this figure even more noteworthy. The native token $PUMP was issued at $0.004 via a $600 million ICO, with FDV at $4 billion.

Over the past few months, revenue hit all-time highs and the token’s value doubled, but $PUMP’s current price is around $0.0019, down about 80% from its historical peak of $0.086 (corresponding to FDV of $8.6 billion). Current market cap is about $679 million, with FDV at $1.9 billion. The gap between revenue trends and valuation is obvious.

This report reviews Pump.fun’s product evolution and ecosystem strategy, stress-tests whether its revenue is inflated, and determines whether the current valuation is pricing error or a reasonable discount for real risks.

Product Suite

Pump.fun is no longer just a Launchpad. Starting in late 2024, it began expanding into adjacent businesses, broadening revenue sources and deepening control over on-chain speculative traffic.

Launchpad (Core Product)

The earliest product, and the starting point for brand recognition. Anyone can deploy tokens by paying a small fee.

PumpSwap

PumpSwap is Pump.fun’s in-house AMM DEX, launched in March 2025. The purpose is very direct: to bring back the “graduation fees” that previously flowed to Raydium (Raydium charges 6 SOL per graduated token). After the fee rate was updated in May 2025, the protocol took 0.05% from each trade, LPs received 0.20%, and the token issuer received 0.05%.

Features include: freely creating liquidity pools for any token, adding liquidity to existing pools, and listing tokens that trade on PumpSwap.

Padre / Pump Terminal

Padre_ was acquired by Pump.fun and renamed Terminal. It’s positioned as a professional trading terminal, currently supporting Solana, BNB, Base, and ETH._

Functionality is similar to other terminals: Trenches (view newly migrated / soon-to-be-migrated tokens), customizable interface, sniping and instant buys, multi-wallet strategies, and bundle detectors.

Pumplive

Pumplive is the platform’s in-app livestream feature, where streamers can associate a token with their stream.

The logic is “publishers are the exchange,” similar to the Parti and Kick/stake.com model: streamers want to drive trading volume because they take a cut of total fees; token holders want more trading volume and buying pressure. The more a streamer streams, the more active the token becomes and the larger the trading volume.

Ecosystem Initiatives

Since TGE, Pump.fun has roughly $1 billion in cash reserves and has continued launching new product lines (the acquisition of Padre is one example). At the same time, it’s doing several things:

Pumpfund

A $3 million BiP (Build in Public) hackathon launched on January 19, 2026. Based on a $10 million valuation benchmark, it provided $250,000 in grants to each of 12 projects. The selection criteria lean toward market-style screening driven by public attention, rather than the traditional VC review route.

Glass Full Foundation

GFF is a liquidity injection program launched in August 2025. Using 5 transparent wallets, it deployed about $1.7 million (2,022 SOL) into 10 tokens (including Tokabu 21.3%, House 20.6%, USDUC, NEET, MASK, FART, etc.), with a bias toward projects that demonstrate strong community participation.

Project Ascend

A creator incentive program launched in 2025. Its core is a dynamically tiered creator fee (from 0.95% down to 0.05%). The goal is to increase creator earnings by 10x while accelerating the CTO (community takeover) application process.

Composite Metrics (All Products)

The table below summarizes three product lines. 2025 shows actual data, and 2026 shows the expected run rate.

About 32.7% of total revenue currently comes from non-Launchpad products, meaning revenue diversification has begun to pay off.

Currently, about 32.7% of the platform’s total revenue comes from non-Launchpad products, which clearly indicates that it has achieved an initial success toward its goals of diversifying revenue sources and growing in other areas.

▲ Pumpfun trading volume chart

▲ Pumpswap trading volume chart

▲ Padre/Pump Terminal trading volume chart

Does Pump.fun exist to artificially inflate trading volume?

On the surface, $PUMP’s fundamentals look strong, but the core question is: does trading volume reflect real economic activity, or is it being generated by users and bots?

Trading Volume Correlation Analysis

The logic is simple: in a natural market, trading volume on Launchpad and PumpSwap should be positively correlated with a time lag. Launchpad activity indicates genuine speculative interest; some of the capital flows into PumpSwap via the graduation mechanism, supporting post-listing trading.

If there is serious wash trading, this relationship breaks. Launchpad trading volume is artificially boosted, tokens graduate based on a fabricated curve activity, and when they enter PumpSwap there are no real buyers. The result: Launchpad volume spikes, PumpSwap volume stays flat or even declines, with correlation approaching zero or turning negative.

The clearest signal combination: graduation rates surge (more tokens are artificially pushed to hit curve thresholds), while per-token trading volume on PumpSwap stays low and decays quickly, and PumpSwap liquidity depth does not grow in step with the number of graduated tokens.

Data from January 2026 to present:

(The first two data points are abnormal due to PumpSwap fee and market maker policy adjustments, so they were not included in the correlation analysis）

Findings:

Launchpad trading volume is stable, fluctuating between $400 million and $570 million over 8 weeks (about a 40% range). Given that a large number of bundle traders and volume-spoofing users help maintain a trading volume baseline, this is not surprising.

PumpSwap has larger volatility; over the same period it ranges between $3.5 billion and $5.8 billion (about a 60% range). This is mainly driven by a surge in Meme trading demand in mid-January and additional incentive measures from the team, but Launchpad did not show a corresponding volume increase.

r = 0.579, moderate positive correlation. With sample size n=8, p<0.05 requires r>0.63, which does not meet the significance threshold. However, the direction and strength are consistent with the organic growth hypothesis.

University of Pisa Paper

Researchers at the University of Pisa conducted a comprehensive on-chain analysis of the Pump.fun Launchpad, covering all trades of 655,770 tokens issued between September and October 2025. They distinguished bots from human trading through Solana transaction log metadata.

Among them, four findings directly relate to the issue of fake trading.

Large manual buys are the strongest predictor of graduation

The strongest predictive signal for graduation is accumulating SOL quickly through a small number of large-value transactions. The median number of trades required for a successful graduation is only about 457, taking about 4.4 minutes from token creation to graduation. This pattern (large, low-frequency capital injections from different wallets) is consistent with coordinated artificial speculation (Telegram group callouts, KOL pumping) or continuous sell-the-news distribution, not with high-frequency volume-spoofing bots. In contrast, tokens dominated by bots tend to accumulate many small trades and then stall before graduation.

Bot activity actually suppresses graduation

After the early curve stage, tokens with more active bot participation have a systematically lower probability of graduating. At that time, graduation required accumulating about 85 SOL on the curve. If bots were artificially boosting volume to force graduation, tokens with active bot participation should have higher graduation rates—but the data shows the opposite.

The reason is structural: at graduation, the Bonding Curve transitions from virtual reserves to real AMM reserves, causing effective liquidity depth to become more dispersed (lower). Before graduation (under depth supported by virtual reserves), selling is more profitable than selling after graduation.

The study also found that among the top ten token issuers by ranking in September 2025, each issued more than 2,000 tokens within a single month. For each token, before it reached the graduation threshold, the analysis observed statistical abnormal sell sequences initiated by wallet clusters. Bundle traders and snipers positioned themselves early and sold into retail demand drawn by the curve’s upward momentum.

Paper conclusion: most bots on the platform are front-runners. They extract value from human trading counterparties when entering and exiting, not wash-trading speculators whose goal is to meet graduation thresholds. Bots boost by sniping/massing supply accumulation, then dump to retail near graduation. This is different from volume spoofing wash trading.

Net SOL inflows remain positive, structurally incompatible with wash trading

The paper computed the full dataset’s net SOL flow (total SOL used for curves minus total SOL withdrawn from selling). During the one-month observation window, the ecosystem cumulatively retained net about 160,000 SOL (roughly $32 million based on September 2025 prices).

This is a hard test against wash trading: circular trading volume between linked wallets would cause net capital flows to approach zero because buys and sells offset each other. The $32 million net retention is structurally incompatible with large-scale circular trading, indicating that real external retail capital is continuously flowing into Launchpad. Each trade pays a 1.25% fee, generating a loss that funds protocol revenue.

The paper’s findings are consistent with our trading volume correlation analysis: much of the trading volume on Launchpad is generated by bundle traders and snipers ramping distribution, forming a volume baseline—but it is not wash trading. The distinction is crucial: wash trading produces zero net protocol revenue (fees cancel out across linked wallets), while ramping distribution generates real fees in each trade (from genuine retail counterparties that pay the platform). The approximately $390 million ARR confirms that the platform monetizes real retail trading volume through ramping distribution into the ecosystem, rather than manufacturing fake metrics.

Token Economics

Buybacks

Currently, the Pump fund uses 100% of revenue across all product lines for public-market buybacks of $PUMP. Since the announcement on July 15, 2025 that it would buy back 100% of revenue, over the ensuing 8 months:

Bought back 27% of circulating supply, clearing 9.6% of total supply.

Comparison: Hyperliquid has only burned 4.1% of total supply since it started buybacks in November 2024 (about 12.3% of circulating supply).

At current price and revenue, the annualized circulating-supply clearance ratio is close to 45%.

Supply Structure and Unlocks

Total supply: 1,000,000,000,000 PUMP

Circulating supply: 430,000,000,000 (43%）

Remaining locked: about 58% of total supply

Main unlock milestones: Ongoing: 12% (as of July, 2% per month used for community and incentives) July 2026: unlock 8.25%, then 0.68% each month for 36 months

Valuation Analysis

If the wash-trading analysis holds, $PUMP is undervalued, with asymmetric upside potential.

Discount comes from three areas:

# Market doubts about revenue sustainability

The market views Pump.fun’s trading volume across the entire platform as speculative and cyclical, tied to short-term Meme activity. Investors treat current profitability as temporary. At the current P/E ratio, buybacks have a financial accretive effect, but the valuation model does not include it because the underlying assumption is that revenue will compress significantly. The debate is not whether Pump.fun is making money now, but whether it can keep making money 24 months from now.

# Missing institutional coverage

We interviewed 15 tier 1 secondary funds and VCs to understand their views on $PUMP. Out of 15, only 1 actively tracks $PUMP using bottom-up analysis. Most institutions have not modeled the new product suite, have not broken down revenue by product line, and have not stress-tested the sustainability of trading volume.

The lack of coverage creates a narrative vacuum, and pricing is driven more by market perception than by financial analysis. By contrast, $HYPE has deeper institutional support, more research coverage, and a clearer product positioning—supporting higher and more stable valuation multiples.

There’s also a self-reinforcing effect: assets related to Meme infrastructure are default-labeled as speculative and short-lived, and trading behavior follows suit. The market needs time and data across multiple cycles to update this perception framework. Until Pump’s revenue withstands broader crypto market pullbacks and institutional coverage expands, valuation compression may persist regardless of current cash flow.

# Management trust has not yet been established

Investor concerns focus on: long-term vision beyond Meme, capital allocation discipline, execution of the product roadmap, and the transition from viral growth to a sustainable platform economy.

Markets typically assign lower valuation multiples to founder-led high-growth platforms until the platform demonstrates resilience through market volatility and proves that growth can translate into a sustainable platform economy. Until Pump demonstrates sustained revenue diversification and solid execution through products like PumpSwap and Pump Terminal, this discount is likely to persist.