◐ rebuilding Bitcoin chain analytics are being rebuilt after a transaction-parser fix. Historical figures shown may be inaccurate until the re-ingest completes.
⬡ SUBSTRATE 🔒 sovereign Contact ▸ ⌘K research.semurg.io

One substrate, the entire data-systems landscape

Every row is a category the industry built a separate engine for, paired with its signature public benchmark. One 64-byte-container substrate does them all in one pass. Live now or loading, every number measured on data you can download.

★ collapse fused query graph + vector + search in ONE pass, one copy vs the entire stack run ▸ ★ compute SAOPS SNN synaptic-activation throughput at max concurrency vs GPU inference run ▸ ★ their benchmark Bitcoin value-flow the live 684M-edge Bitcoin graph, deep k-hop vs graph databases run ▸ ★ their benchmark Bitcoin address vectors behavioural address vectors, exact recall off disk vs vector databases run ▸ ★ their benchmark Bitcoin tx / address pattern-scan the raw chain, index-free vs search engines run ▸ graph Bitcoin value-flow 6-hop deep fund-trace + provenance vs graph databases run ▸ graph Bitcoin value-flow 684M-edge live chain, k-hop vs graph databases run ▸ graph Bitcoin value-flow address clustering, k-hop vs graph databases run ▸ search Bitcoin tx / address index-free pattern scan, zero index vs search engines run ▸ vector Bitcoin address vectors binary Hamming recall, 32× density vs vector databases run ▸ key-value Bitcoin address keyspace seqlock RAM-ring GET, no separate cache vs in-memory KV stores run ▸ SQL Bitcoin value-flow aggregate the value-flow, no ETL vs SQL databases run ▸ OLAP Bitcoin value-flow full-chain SIMD aggregation vs columnar warehouses run ▸ graph Bitcoin value-flow weakly-connected components over the chain vs graph databases run ▸ document Bitcoin tx / address nested tx-record field query, no schema vs document stores run ▸ wide-column Bitcoin address keyspace the cloud-serving read/write workload vs wide-column stores run ▸ RDF Bitcoin value-flow triples tx→pays→address triples, SPARQL-style traversal vs triple stores run ▸ time-series Binance live ticks as-of join + VWAP + windowed OHLC vs tick databases run ▸ object Bitcoin tx objects content-addressed tx-bytes PUT/GET vs object stores run ▸ proximity Bitcoin address clusters range + nearest over value-flow neighbourhoods vs geo databases run ▸ embedded Bitcoin address keyspace the LSM read/write workload vs embedded LSM stores run ▸ streaming Binance trade stream native append-only event log vs log / stream brokers run ▸
run ▸ live now, click to run the real benchmark · dataset ingesting the corpus is still loading into the substrate, not clickable yet · a demo showing measuring… in a tier means that tier's telemetry is still warming or its NIF has not reported yet, not a failure.