Kaiko is an institutional data platform spanning centralized and decentralized markets, reference products, analytics, and several delivery channels. CryptoHFTData is intentionally smaller: a self-serve archive of normalized high-frequency files for its supported exchanges.
Competitor details reflect what Kaiko publicly described as of August 10, 2026. Always verify current products, coverage, and pricing with the vendor before purchasing.
Kaiko publicly describes coverage across more than 100 exchanges, with tick-level and aggregated L1/L2 products delivered through APIs, streams, cloud storage, and data warehouses. It also offers institutional services beyond raw research files.
Feature
CryptoHFTData
Kaiko
Order book data
Normalized L2 price-level events; snapshot and update semantics remain venue-specific
Tick-level, snapshot, and derived-liquidity products; availability and granularity depend on the product
Trades and derivatives feeds
Tick trades plus liquidation, open-interest, and funding feeds where the venue publishes them
Normalized trades, liquidations, derivatives data, and derived market analytics across a broad catalog
Market breadth
Nine exchange brands across selected spot and derivatives markets
More than 100 centralized and decentralized exchanges plus lending and reference-data products
Delivery
Hourly Parquet/Zstd files via Python SDK, REST API, or S3-compatible access
REST and streaming APIs, CSV, cloud object storage, Snowflake, and BigQuery depending on product
Commercial model
Currently zero-cost access; the standard licence permits personal and internal company use
Paid product tiers and institutional arrangements; confirm scope and entitlements with Kaiko
Choose CryptoHFTData when
You need covered L2, trade, or derivatives files for recent research and cost is a primary constraint.
You prefer downloading Parquet files into pandas, Polars, DuckDB, or your own storage.
You do not need a benchmark, index, compliance product, or enterprise service agreement.
Choose Kaiko when
You need much broader venue, asset, or historical coverage.
You need indices, reference rates, derived analytics, or centralized and decentralized data together.
Your procurement requires enterprise support, delivery integrations, or contractual service commitments.
FAQ
Frequently asked questions
Does Kaiko only provide periodic order book snapshots?
No. Kaiko publicly offers both tick-level and snapshot or aggregated L2 products. Check the exact product, venue, history, and delivery method rather than assuming one granularity applies to its entire catalog.
Why consider CryptoHFTData instead of Kaiko?
CryptoHFTData can be a practical option when its venue and date coverage match your study and you want zero-cost, self-serve Parquet files. It is not intended to reproduce Kaiko's broader catalog or enterprise services.
When is Kaiko the better choice?
Choose Kaiko when breadth, older history, indices, derived analytics, enterprise delivery, or service commitments matter more than a lightweight file workflow.
Next
Evaluate the data yourself
The fastest way to compare vendors is to pull a real file: grab an API key, download an hour of L2 data, and replay it.