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Comparisons

Covalent vs. The Graph: Querying RWA On-Chain Data

A technical analysis for CTOs and protocol architects comparing Covalent's unified API and The Graph's subgraph model for indexing complex Real World Asset (RWA) transaction history, ownership records, and yield data.
Chainscore © 2026
introduction
THE ANALYSIS

Introduction: The Data Infrastructure Battle for Tokenized Assets

A technical comparison of Covalent and The Graph for querying the complex data of Real-World Asset (RWA) protocols.

Covalent excels at providing a unified, historical data API across over 200 blockchains. Its strength lies in delivering structured, ready-to-use data without requiring developers to write and maintain complex indexing logic. For RWA protocols like Centrifuge or Maple Finance, which operate across multiple chains (Ethereum, Polygon, Base), Covalent's single API endpoint simplifies aggregating asset positions, payment histories, and collateral health metrics. Its Unified API serves over 250 million queries daily, demonstrating massive scale for broad data consumption.

The Graph takes a different approach by enabling developers to build custom, decentralized subgraphs for specific smart contracts. This results in unparalleled flexibility and data precision for novel RWA standards. A protocol like Goldfinch can create a subgraph that precisely indexes its unique TranchedPool and SeniorPool events, enabling complex queries for risk analysis that are impossible with a generic API. The trade-off is the operational overhead of developing, hosting, and maintaining these subgraphs, which requires dedicated engineering resources.

The key trade-off: If your priority is speed to market and operational simplicity across a multi-chain RWA portfolio, choose Covalent. Its turnkey API eliminates infrastructure debt. If you prioritize custom, granular data logic and decentralized resilience for a novel, single-chain protocol, choose The Graph. Its subgraph model offers precision at the cost of development complexity.

tldr-summary
Covalent vs. The Graph for RWA Data

TL;DR: Core Differentiators at a Glance

Key architectural and operational trade-offs for querying tokenized real-world asset data.

01

Covalent: Unified Data Schema

Structured, consistent data: Provides a single, normalized API across 200+ blockchains. For RWA protocols like Centrifuge or Maple Finance, this means uniform access to tokenized asset balances, transaction histories, and pool metrics without custom parsing. This matters for building cross-chain dashboards or compliance reports.

200+
Supported Chains
02

Covalent: Historical Depth

Full historical state access: Offers deep, granular historical data without running archival nodes. For RWA audits, tracking the provenance and lifecycle of a tokenized asset (e.g., RealT property tokens) from mint to trade is critical. This matters for regulatory reporting and asset-backed verification.

03

The Graph: Custom Subgraph Flexibility

Protocol-specific indexing: Developers build custom subgraphs to index exactly the events and entities they need (e.g., a subgraph for Goldfinch's borrower pools). This matters for complex DeFi logic where you need to track specific interactions, like loan repayments or collateral rebalancing on an RWA platform.

1,000+
Deployed Subgraphs
04

The Graph: Decentralized Network

Censorship-resistant queries: Data is served by a decentralized network of Indexers, curators, and delegators. For RWA applications where data integrity and uptime are non-negotiable (e.g., Ondo Finance's treasury bills), this provides resilience. This matters for institutional-grade applications that cannot rely on a single API endpoint.

05

Choose Covalent For

Multi-chain aggregation and speed to market. When you need to pull standardized data (balances, transfers) across many chains (Ethereum, Polygon, Base) for a dashboard or wallet. Ideal for asset managers monitoring RWA exposure or analysts needing consistent data schemas without building infrastructure.

06

Choose The Graph For

Complex, application-specific logic on a primary chain. When your dApp's core logic depends on highly customized, real-time indexing of specific smart contract events (e.g., tracking loan states in MakerDAO's RWA vaults). Ideal for protocol teams building the core application layer on Ethereum or other supported L1s.

HEAD-TO-HEAD COMPARISON

Covalent vs. The Graph: Querying RWA On-Chain Data

Direct comparison of key metrics and features for querying Real-World Asset (RWA) data.

MetricCovalentThe Graph

Data Model

Unified API (Schema-on-Read)

Subgraph Indexing (Schema-on-Write)

RWA-Specific Data Support

Native (e.g., Centrifuge, Maple)

Requires Custom Subgraph

Supported Chains (RWA Focus)

200+ (incl. Centrifuge, Base, Ethereum)

40+ (Ethereum, Polygon, Base)

Query Cost Model

Pay-as-you-go (per request)

Indexer Staking & Query Fees

Time to First Query

< 1 hour (no indexing)

Days to weeks (subgraph deployment)

Historical Data Depth

Full history from genesis

From subgraph deployment block

Unified Multi-Chain Query

pros-cons-a
PROS AND CONS ANALYSIS

Covalent vs. The Graph: Querying RWA On-Chain Data

Key strengths and trade-offs for Real World Asset (RWA) data pipelines at a glance.

01

Covalent: Unified API Simplicity

Single API for 200+ blockchains: Query tokenized assets on Ethereum, Polygon, Base, and emerging RWA chains like Centrifuge with one integration. This matters for portfolio dashboards tracking RWAs across multiple protocols (e.g., Maple Finance, Goldfinch) without managing separate indexers.

02

Covalent: Historical Data Depth

Full historical state access: Retrieve any wallet's balance or transaction history from genesis, crucial for RWA compliance audits and proving asset provenance. Unlike subgraphs that start indexing from deployment, Covalent's archival nodes provide complete historical context for assets like tokenized treasury bills.

03

The Graph: Subgraph Customization

Granular, protocol-specific indexing: Build custom data schemas and logic for complex RWA events (e.g., loan repayments, asset valuations on Chainlink). This matters for protocol developers needing real-time, application-specific data feeds that standard APIs can't provide.

04

The Graph: Decentralized Network

Censorship-resistant queries: Data is served by a decentralized network of Indexers, not a single API endpoint. This matters for DeFi protocols where uptime and data integrity for critical RWA collateral positions are non-negotiable.

05

Covalent: Higher Latency for Real-Time

~1-2 minute data latency: The unified API layer can introduce delays versus a dedicated subgraph. This is a trade-off for high-frequency trading applications on RWA markets that require sub-second updates on asset prices or liquidity.

06

The Graph: Development & Maintenance Overhead

Requires subgraph development: Teams must write and maintain GraphQL schemas and mapping logic, increasing dev ops. This is a trade-off for rapid prototyping or projects without dedicated blockchain engineers to manage indexing infrastructure.

pros-cons-b
PROS AND CONS ANALYSIS

Covalent vs. The Graph: Querying RWA On-Chain Data

Key strengths and trade-offs for Real World Asset (RWA) data querying at a glance. Focused on protocols like Centrifuge, Maple, and Ondo Finance.

01

Covalent's Pro: Unified Multi-Chain API

Single API for 200+ blockchains: Query RWA data across Ethereum, Polygon, Base, and Solana without managing separate indexers. This matters for cross-chain RWA portfolios tracking assets like treasury bills (Ondo USDY) and tokenized credit (Maple) on different networks.

02

Covalent's Pro: Historical Data Depth

No archival node requirement: Access full historical state data (wallet balances, token transfers) from day one for any address. This is critical for RWA compliance audits and reporting, enabling on-demand analysis of an asset's complete lifecycle without complex infrastructure.

03

The Graph's Pro: Custom Data Pipelines

Subgraph flexibility: Build custom logic to index and transform specific RWA event data (e.g., loan repayments, NAV updates). This matters for protocol-specific analytics on platforms like Centrifuge, where you need to index pool-specific Investment and Redemption events.

04

The Graph's Pro: Decentralized Censorship Resistance

Data served by a decentralized network: Queries are distributed across hundreds of Indexers, reducing reliance on a single entity. This matters for mission-critical RWA applications where data availability and neutrality are non-negotiable for institutional users.

05

Covalent's Con: Less Custom Logic

Generalized schema: While fast for common queries (balances, transfers), complex RWA-specific logic (e.g., calculating a pool's weighted average maturity) requires post-query processing. This adds development overhead for specialized financial models compared to a custom subgraph.

06

The Graph's Con: Subgraph Maintenance Burden

Developer-operated indexing: Teams must deploy, manage, and fund (via GRT) their subgraphs. This introduces operational overhead and cost uncertainty versus a unified SaaS model, a significant factor for lean RWA engineering teams.

CHOOSE YOUR PRIORITY

Decision Framework: When to Choose Which

Covalent for DeFi & RWAs

Verdict: The superior choice for comprehensive, multi-chain financial data and compliance-ready analytics. Strengths: Covalent's Unified API provides a single endpoint to access granular, historical data across 200+ chains, including token balances, transaction histories, and decoded log events. This is critical for RWA protocols like Centrifuge or Maple Finance that require auditable, time-series data for asset-backed loans and compliance reporting. Its no-code data enrichment (e.g., labeling wallet addresses, calculating portfolio values) accelerates development of dashboards for platforms like Aave or Compound forks. Considerations: While powerful, complex real-time event streaming for micro-transactions is not its core strength.

The Graph for DeFi & RWAs

Verdict: Optimal for building highly customized, real-time subgraphs for specific smart contract events. Strengths: If your RWA logic depends on listening for specific, custom events (e.g., CollateralDeposited, LoanRepaid) from a handful of core contracts, The Graph's subgraph model allows you to index and query this data with millisecond latency. This is useful for building internal dashboards that track the real-time state of a specific protocol like MakerDAO's vaults. Considerations: Requires significant development overhead to build, deploy, and maintain subgraphs. Cross-chain queries and aggregating data across many contracts becomes complex and expensive.

verdict
THE ANALYSIS

Final Verdict and Strategic Recommendation

A data-driven breakdown to guide infrastructure selection for Real-World Asset (RWA) data pipelines.

Covalent excels at providing a unified, historical query interface across over 200 blockchains because of its Unified API and infinite data retention. For example, a protocol tracking the provenance and fractional ownership history of tokenized real estate across Ethereum, Polygon, and Base can fetch all state changes with a single, consistent API call, bypassing the complexity of managing separate RPC nodes and archive data. This is critical for RWA applications requiring auditable, long-term compliance trails.

The Graph takes a different approach by enabling decentralized, application-specific indexing via subgraphs. This results in a trade-off: unparalleled flexibility and data freshness for active, on-chain events (e.g., monitoring live bids on a tokenized art platform) at the cost of operational overhead. You must deploy and maintain your subgraph, manage an indexer, or rely on the decentralized network, which introduces latency and cost variables compared to a managed service.

The key trade-off is between developer convenience and historical depth versus decentralization and real-time customization. If your priority is a managed service for deep historical queries, multi-chain consistency, and rapid prototyping without infrastructure overhead, choose Covalent. This is ideal for dashboards, compliance reporting, and analytics spanning an asset's full lifecycle. If you prioritize decentralized infrastructure, sub-second latency for live events, and the ability to craft highly custom on-chain logic for a primary network like Ethereum or Arbitrum, choose The Graph. This suits applications like dynamic NFT marketplaces or live auction platforms where data freshness is paramount.

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