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Credit Risk Data and Analytics for Market Infrastructure

Independent, bank-sourced credit consensus on clearing members, securities finance counterparts, collateral issuers and the wider network — including the private and unrated entities that traditional ratings rarely reach. Turn bank consensus into earlier, more defensible decisions.

The challenge

Central counterparties, exchanges, broker dealers, corporate treasuries, public-sector bodies and the partners that distribute credit data all sit on the same network — and all depend on a credit assessment of the entities around them. That assessment has rarely been harder to make.

Five constraints define the operating reality across the market infrastructure ecosystem:

  • Patchy public ratings — external ratings are infrequent and often unavailable for subsidiaries, private members, non-bank participants and the corporates that increasingly populate clearing, trading and securities finance networks.
  • Noisy market indicators — CDS spreads and equity-implied signals can be pro-cyclical and unreliable in exactly the stress periods when accurate credit information matters most.
  • Independent benchmarks needed for internal models — supervisors and risk committees increasingly expect external reference points to validate internal credit assessments, model calibrations and stress assumptions.
  • Cross-membership and correlated exposures — participants operate across multiple venues, banks and counterparts; correlated deterioration is difficult to detect early without a network-wide view.
  • Opaque second-order dependencies — parent group support risk, sovereign linkages, funding and liquidity dependencies often sit outside what any single rating captures.

The result is a persistent balancing act, shared across very different institutions: acting early enough to contain risk without reacting so bluntly that participation, liquidity or commercial relationships are unnecessarily constrained.

How Credit Benchmark can help you?

Credit Benchmark is the world’s largest source of bank-contributed credit consensus data, drawn from the internal credit views of 40+ contributing banks — including roughly half of the world’s Global Systemically Important Banks (G-SIBs). Those views are aggregated and anonymized into independent Credit Consensus Ratings (CCRs) and probability of default (PD) estimates on 125,000+ corporates, financial institutions, funds, sovereigns and non-bank counterparties — most of which carry no rating from a traditional agency.

For the market infrastructure ecosystem, the data turns bank consensus into earlier, more defensible decisions. The same independent credit reference point that banks build into their own internal frameworks now sits across CCP risk management, intermediary counterparty oversight, corporate treasury, public-sector surveillance and partner platforms — refreshed weekly, supported by a four-level look-through framework (entity, parent, sovereign and aggregate) and underpinned by consensus coverage of around three-quarters of clearing members across 40+ named CCPs globally.

Who we serve

Market infrastructure is not a single client type. A central counterparty, a broker dealer, a corporate treasury, a finance ministry and a data partner face very different problems — so rather than group by use case, the sections below address each client type in turn, and the specific ways it puts Credit Benchmark consensus data to work. All five rely on the same independent, bank-sourced credit view of the wider network.

How teams use Credit Benchmark

Why Credit Benchmark?

Turn bank consensus into earlier, more defensible decisions

Credit Benchmark aggregates the internal credit views of 40+ of the world’s leading banks into an independent, externally sourced consensus on the same names that sit on your network. The result: a peer benchmark that strengthens committee decisions, supports supervisory dialogue and gives risk teams the confidence to act before stress becomes systemic.

Cover the unrated and structurally complex names traditional ratings miss

Most of the corporates, broker dealers, sponsored members, suppliers and non-bank participants populating modern markets carry no rating from a traditional agency. Credit Benchmark is built for that universe.

Network-wide view with four-level look-through

Entity, parent, sovereign and aggregate views support the kind of look-through analysis that single-name ratings cannot — exactly what risk committees and supervisors increasingly expect.

Built for five client types across the market infrastructure ecosystem

  • CCPs, exchanges and clearing houses — independent credit intelligence for member oversight, default fund sizing and supervisory dialogue.
  • Broker-dealers, market-makers and intermediaries — counterparty and client credit data across prime brokerage, securities financing and intermediation flow.
  • Corporates — independent ratings on banks, suppliers, customers and the wider counterparty network for treasury and supply chain credit decisions.
  • Governments and supranationals — network-wide credit data for macro-financial surveillance, supervision, policy analysis and public-sector lending programs.
  • Partnerships and distribution channels — pass-through, referral, derived-data and sell-side partners extending credit coverage into the unrated universe.

Ready to strengthen your network risk decisions?

Book a demo and we’ll show you how much of your member base, counterparty network, treasury exposures or partner platform is already covered by the Credit Benchmark consensus, and the consensus view on your network, within days.

Book a demo

Want to see Credit Benchmark in action?

Schedule a short 30 minute demo and let our team walk you through the platform, demonstrate key capabilities, and answer any questions live.