Entity
RED-2400: Public Benchmark of Rejected Solana DEX Trading Events
RED-2400 is a public benchmark of 6,660 algorithmically-rejected Solana DEX trading events with post-rejection outcome labels, covering 22 days of live filter-stack data. It is strategically significant for quantitative crypto trading research, DeFi compliance, and financial ML benchmarking. Regulatory and legal questions around publishing DEX rejection data remain unsettled.
Importance: 62%Confidence: 72%Mentions: 1Updated: June 5, 2026
## RED-2400: Public Benchmark of Rejected Solana DEX Trading Events
RED-2400 is a public benchmark dataset comprising 6,660 algorithmically-rejected trading events drawn from a live Solana decentralized-exchange (DEX) filter stack, according to the dataset's documentation (arXiv:2605.12151, May 2026). The dataset was observed continuously over 22 calendar days, from 2026-04-10 through 2026-05-02 (UTC).
### Dataset Composition
According to the dataset's authors, RED-2400 contains:
- **169,123** forward-outcome observations
- **1,837** graveyard-tracker lifecycle snapshots
- **1,076** distinct mints in the rejection registry
- **1,075** mints in the forward-observation file
Each rejection event is reportedly linked to its post-rejection price-and-liquidity trajectory, enabling outcome labeling of algorithmically filtered trades (arXiv:2605.12151, May 2026).
### Strategic Significance
The dataset addresses a recognized gap in quantitative crypto trading research: the availability of labeled, real-world rejection events from live DEX filter stacks with verifiable post-rejection outcomes. For practitioners in algorithmic trading, market microstructure research, and DeFi compliance, RED-2400 may represent a foundational resource for training and evaluating models that assess trade viability on Solana-based exchanges.
The public release of live DEX rejection data with outcome labels raises potential regulatory and legal questions around market surveillance, front-running detection, and DEX compliance obligations — areas of growing interest to regulators examining decentralized finance.
### Connection to Broader Trends
RED-2400 sits at the intersection of two developing narratives: (1) the maturation of Solana as a serious venue for quantitative and institutional trading activity, and (2) the growing demand for standardized, reproducible benchmarks in financial machine learning. The dataset's focus on *rejected* events — rather than executed trades — is methodologically notable, as it captures the counterfactual space typically invisible to standard trade-data archives.
### Caveats
- The dataset covers a single 22-day window and a specific filter stack; generalizability to other DEX environments or time periods is not established.
- The authors' institutional affiliation and any conflicts of interest are not described in the available abstract (arXiv:2605.12151, May 2026).
- Regulatory treatment of such datasets — particularly whether publishing DEX rejection data constitutes disclosure of proprietary trading logic — remains legally unsettled.