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NakedPnL/Compare/NakedPnL vs Kaiko - Performance Registry vs Market Data Feed
Comparison

NakedPnL vs Kaiko - Performance Registry vs Market Data Feed

How a registry of verified trader performance compares with Kaiko's institutional crypto market data API. Different products, overlapping institutional audiences.

By NakedPnL Research·May 7, 2026·8 min read
TL;DR
  • Kaiko is an institutional crypto market data and indices vendor: prices, order books, reference rates, and analytics for centralised and decentralised venues.
  • NakedPnL is an independent registry of verified trader performance: read-only API connections, daily TWR, SHA-256 hash chain, and OpenTimestamps Bitcoin anchoring.
  • The two products serve overlapping institutional audiences but answer different questions: market-level pricing data vs trader-level verified track records.
On this page
  1. Verdict in one paragraph
  2. What they do differently
  3. Feature comparison
  4. Use cases
  5. Pricing
  6. Why this comparison is hard
  7. Frequently asked questions

Verdict in one paragraph

Kaiko sells the inputs to a fund's pricing, marking, and risk pipeline: trade ticks, order books, reference rates, and indices across centralised and decentralised venues. NakedPnL publishes the outputs of an individual trader's behaviour: a daily NAV-derived TWR series with a SHA-256 chain that anyone can re-verify in a browser. They are not substitutes. A fund may consume Kaiko for marking and use NakedPnL for manager diligence; the two coexist rather than compete.

Different layers of the stack
Kaiko is market data infrastructure. NakedPnL is a public registry of trader-level verified performance. The former feeds pricing engines; the latter informs manager selection.

What they do differently

Kaiko's product surface includes historical and current trade data, order books, an aggregated price API, reference rates, and indices delivered via REST, gRPC, WebSocket, and CSV. The audience is institutional - exchanges, asset managers, banks, regulators - and the deliverable is high-frequency market data with documented coverage. Pricing is enterprise and bespoke; Kaiko does not publish a public price list.

NakedPnL does not sell market data. It connects to a trader's exchange or wallet, takes daily NAV snapshots, computes time-weighted return, and writes a chain of SHA-256 hashes. A daily Merkle root over chain heads is anchored to Bitcoin via OpenTimestamps. The audience is allocators, family offices, fund-of-funds, and the trader themselves. The deliverable is a re-verifiable track record.

Feature comparison

CriterionNakedPnLKaiko
CategoryVerified-performance publisherInstitutional crypto market data and indices vendor
Primary deliverablePer-trader daily TWR series with SHA-256 chainTrade ticks, order books, reference rates, indices
Custody modelNone - read-only API keysNot applicable - data vendor, no custody
API access modelTrader connects read-only API key; viewers read public registryREST, gRPC streaming, WebSocket, CSV download for paying customers
Verification mechanismDaily NAV snapshots, TWR, SHA-256 chain, OpenTimestamps anchorVendor-attested data integrity; documented coverage and methodology
Independent re-verificationYes - browser-side re-hash from raw exchange responsesCustomer can audit feed against venue data; no public chain
Public registry of tradersYes - opt-in, GDPR consent gatedNo - market data only
Asset classes coveredCrypto spot/derivatives + equities/FX/futures via IBKR + prediction marketsCrypto markets across centralised and decentralised venues
FrequencyDaily snapshots; periodically updatedReal-time and historical at high frequency
Cost modelFree public registry; paid trader tiersEnterprise pricing on request
Open methodologyYes - public reference implementationDocumented methodology; data delivery is commercial
Regulatory categoryPublisher of verified dataData and indices vendor (regulator-recognised reference rates)
Privacy modelWithdrawable GDPR consent for public listingB2B data feeds; not a public listing surface
Bitcoin anchoringYes - OpenTimestamps daily Merkle rootNo
NakedPnL vs Kaiko - based on each platform's public documentation as of publication.

Use cases

  • Asset manager pricing a derivative or marking a portfolio: Kaiko reference rates and trade data are the appropriate input.
  • Allocator running diligence on an external trader: NakedPnL provides a chained, re-verifiable track record from the trader's actual venue accounts.
  • Risk team building VAR or stress models for crypto exposure: Kaiko's order book and trade tick data feed the model; NakedPnL is not a market-data product.
  • Family office vetting a fund manager's three-year claims: NakedPnL's append-only chain plus OpenTimestamps anchor counters retroactive editing concerns; Kaiko does not produce trader-level performance.

Pricing

Kaiko's published material does not list public prices; access is enterprise and bespoke. NakedPnL is free for viewers; trader-side paid tiers are available, and the founding seat program is hard-capped at 100 lifetime seats. The two cost models reflect different audiences: Kaiko sells to institutional buyers; NakedPnL is structured to remain a free public registry.

Why this comparison is hard

Kaiko and NakedPnL sit at different layers. Kaiko provides market-level data needed to value assets and benchmark performance. NakedPnL provides individual track records that can be benchmarked against those rates. A serious institutional workflow could plausibly use both: Kaiko for the price stack, NakedPnL for manager diligence. They are complements, not substitutes, and the better question is which problem you are solving rather than which vendor is 'better'.

Frequently asked questions

Does NakedPnL provide market data like Kaiko?
No. NakedPnL does not sell trade ticks, order books, or reference rates. Its scope is per-trader daily NAV snapshots from connected venues, converted to TWR and chained.
Can NakedPnL benchmark a trader against Kaiko reference rates?
Not directly today. NakedPnL displays TWR; an allocator wanting to benchmark can pair NakedPnL's per-trader output against Kaiko or another reference-rate provider externally.
Is Kaiko a competitor of NakedPnL?
Not in any meaningful product sense. They overlap on institutional audience but produce different deliverables. The most useful framing is complementary infrastructure.
Can a Kaiko customer also use NakedPnL?
Yes. NakedPnL's public registry is free to read and does not require any contractual relationship. Traders connect their own venues independently.
Does Kaiko publish individual trader performance the way NakedPnL does?
Based on Kaiko's public documentation, the product is market data and indices, not trader-level performance verification. Producing per-trader TWR from raw exchange data is NakedPnL's specific scope.
What does 'OpenTimestamps anchor' mean in this context?
Each day NakedPnL builds a Merkle tree from all entity chain heads, computes the root, and submits it to OpenTimestamps calendar servers. The proof transitions from PENDING to UPGRADED once a corresponding Bitcoin block confirms it. Anyone can verify the date a chain head existed by re-hashing the Merkle root and validating the OTS proof.

References

  • Kaiko - The crypto industry's leading data provider
  • Kaiko Developer Hub
  • NakedPnL - Verification methodology
NakedPnL is a publisher of verified investment performance data. We are not an investment adviser, broker, dealer, or asset manager, and nothing on this page constitutes investment advice or a recommendation. See the compliance page for our full regulatory posture.