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Comparisons

The Graph vs Covalent for Multi-Chain Data Indexing

A technical analysis comparing decentralized indexing protocols The Graph and Covalent. We evaluate query performance, pricing models, supported chains, and reliability to determine the optimal solution for multi-chain dApp development.
Chainscore © 2026
introduction
THE ANALYSIS

Introduction

A data-driven comparison of The Graph and Covalent, the two leading protocols for multi-chain blockchain data indexing.

The Graph excels at providing high-performance, application-specific data indexing through its decentralized network of Indexers. Its core strength is the GraphQL-based subgraph model, which allows developers to define and query precisely the data they need for their dApps, such as Uniswap's trading volumes or Aave's lending pools. This results in low-latency queries and a developer experience tailored for complex DeFi and NFT applications, though it requires upfront subgraph development.

Covalent takes a different approach by providing a unified API that delivers rich, historical blockchain data across 200+ supported chains without requiring developers to write custom indexing logic. Its strategy is to offer a comprehensive, 'data warehouse' style solution, indexing entire blockchain histories into a single queryable interface. This results in a trade-off: faster time-to-market and access to extensive historical data, but with less granular control over the specific data schema compared to a custom subgraph.

The key trade-off: If your priority is customizability and ultra-low latency for a specific on-chain dataset (e.g., building a complex DeFi dashboard), choose The Graph. If you prioritize rapid development, access to deep historical data across many chains, and avoiding infrastructure management (e.g., building a multi-chain portfolio tracker), choose Covalent.

tldr-summary
THE GRAPH VS COVALENT

TL;DR: Key Differentiators

A data-driven breakdown of core architectural and economic trade-offs for multi-chain indexing.

01

The Graph: Decentralized Querying

Subgraph-based architecture: Developers define custom data schemas and mappings (e.g., for Uniswap pools). This enables granular, application-specific queries like "TVL for a specific DEX pool over time." Ideal for protocols needing deep, custom analytics.

1,000+
Live Subgraphs
02

Covalent: Unified API

Generalized data warehouse: Provides a single, unified API returning normalized data (balances, transactions) across 200+ blockchains. Offers instant historical data without deployment overhead. Best for wallets, explorers, and dashboards needing broad, consistent data.

200+
Supported Chains
03

The Graph: Decentralized Economics

GRT token-driven network: Indexers stake GRT to serve queries, with Delegators and Curators guiding data flow. Ensures censorship resistance and liveness guarantees. Trade-off: introduces query fee complexity and token volatility exposure for integrators.

04

Covalent: Simplified Pricing

Usage-based billing (USD): Pay per API call with predictable monthly costs. Eliminates token management overhead. Provides enterprise-grade SLAs for uptime and support. Trade-off: centralized service provider model with a single point of failure.

THE GRAPH VS COVALENT

Head-to-Head Feature Comparison

Direct comparison of key architectural and operational metrics for multi-chain data indexing.

MetricThe GraphCovalent

Data Query Model

Subgraph-defined (GraphQL)

Unified API (REST/GraphQL)

Primary Data Source

On-chain events

Full transaction history

Supported Chains

40+

200+

Pricing Model

Query fees (GRT)

Usage-based (CQT/USDC)

Data Freshness

~1 block

~1 block

Historical Data Access

From subgraph deployment

Full history from genesis

Native Data Caching

pros-cons-a
PROS AND CONS

The Graph vs Covalent: Multi-Chain Data Indexing

Key architectural strengths and trade-offs for CTOs choosing a foundational data layer. Decision based on protocol maturity vs. query flexibility.

01

The Graph: Decentralized Protocol Maturity

Specific advantage: Largest decentralized indexing network with 600+ subgraphs and $2.5B+ in secured value. This matters for protocols requiring censorship resistance and verifiable data provenance, like Aave or Uniswap, where data integrity is non-negotiable.

600+
Subgraphs
$2.5B+
Secured Value
03

The Graph: Cost & Complexity Trade-off

Specific disadvantage: Higher operational overhead for subgraph development and curation. Query costs (GRT) can be unpredictable for high-volume dApps. This is a critical consideration for budget-conscious projects or those needing simple, stable pricing.

04

Covalent: Unified API Simplicity

Specific advantage: Single REST API endpoint across 200+ supported blockchains (Ethereum, Polygon, Avalanche). This matters for product teams needing rapid multi-chain deployment without managing separate indexers, enabling faster time-to-market.

200+
Blockchains
1
Unified API
06

Covalent: Centralization & Customization Limit

Specific disadvantage: Reliant on Covalent's centralized infrastructure for data accuracy and uptime. Limited ability to create custom indexing logic for novel smart contract events. This is a constraint for protocols with unique data schemas or those prioritizing decentralized infrastructure.

pros-cons-b
MULTI-CHAIN DATA INDEXING

The Graph vs Covalent: Pros and Cons

Key architectural and operational trade-offs for CTOs evaluating core data infrastructure.

01

The Graph: Decentralized Query Layer

Decentralized Network: Indexers stake GRT to serve queries, creating a permissionless, censorship-resistant marketplace. This matters for protocols requiring data integrity guarantees and alignment with web3 principles.

Subgraph Standard: Developers define schemas with GraphQL, creating a powerful, flexible query layer. This matters for building complex, custom analytics or application-specific data views.

1,000+
Active Subgraphs
40+
Supported Chains
02

The Graph: Developer Experience & Cost

Query Cost Complexity: Pricing is dynamic, based on indexer bids and GRT market rates. This can lead to unpredictable operational costs for high-volume applications.

Subgraph Deployment Overhead: Requires writing and maintaining a subgraph manifest, which adds development time. This matters for teams needing rapid prototyping or lacking GraphQL expertise.

03

Covalent: Unified API Simplicity

Single API Endpoint: Provides a consistent, unified API across all supported blockchains. This matters for teams building multi-chain applications who want to avoid the complexity of integrating with each chain's RPC nodes individually.

Rich Historical Data: Offers extensive historical data (balances, transactions, log events) out-of-the-box without needing to define a schema. This matters for wallet dashboards, tax reporting, and portfolio trackers that need complete historical context.

200+
Supported Blockchains
100B+
Data Points Served
04

Covalent: Centralization & Pricing

Managed Service Model: Operates as a centralized API provider, which introduces a single point of failure and control. This matters for protocols prioritizing decentralization and censorship resistance.

Predictable but Opaque Pricing: Uses a credit-based system. While predictable, the pricing model and data sourcing are less transparent than a decentralized network, which matters for auditability and cost-optimization at enterprise scale.

CHOOSE YOUR PRIORITY

Decision Framework: When to Use Which

The Graph for DeFi

Verdict: The default choice for composable, real-time on-chain data. Strengths: Unmatched for building reactive, complex DeFi UIs and analytics dashboards. Its GraphQL API allows precise, nested queries (e.g., fetching a user's positions across Aave, Uniswap, and Compound in one call). Subgraphs for major protocols like Uniswap, Aave, and Compound are battle-tested and community-maintained. The decentralized network ensures censorship resistance for critical financial data. Weaknesses: Requires subgraph development/deployment effort; query costs (GRT) can be variable.

Covalent for DeFi

Verdict: Superior for historical analytics, accounting, and multi-wallet portfolio tracking. Strengths: Provides a unified API across 200+ chains, perfect for applications needing a complete historical ledger (e.g., tax reporting, treasury management). The Class A Unified API offers consistent schema for balances, transactions, and log events, eliminating chain-specific parsing. Faster to integrate for standardized data needs without managing indexing logic. Weaknesses: Less real-time than The Graph; more rigid schema limits highly customized, real-time data transformations.

verdict
THE ANALYSIS

Final Verdict and Recommendation

Choosing between The Graph and Covalent hinges on your project's specific data requirements and architectural philosophy.

The Graph excels at providing high-performance, application-specific data indexing through its decentralized subgraph ecosystem. Its core strength is enabling developers to define custom queries against blockchain data, which is then indexed by a network of Indexers. This model delivers exceptional query speed and low latency for on-chain applications like Uniswap and Aave, which rely on real-time, complex data. However, this power requires developers to write and maintain their own subgraph definitions, adding initial development overhead.

Covalent takes a different approach by offering a unified, multi-chain API that provides normalized, historical blockchain data out-of-the-box. Its strategy is to abstract away chain-specific complexities, offering a single API endpoint for over 200+ supported chains. This results in a trade-off: you gain immediate access to rich, structured data (like wallet balances, NFT metadata, and transaction histories) without writing indexing logic, but you sacrifice the fine-grained, real-time query customization that The Graph's subgraphs provide. Covalent's strength is breadth and developer velocity.

The key trade-off is between customization and convenience. If your priority is building a high-performance dApp requiring complex, real-time queries on specific contracts (e.g., a DeFi dashboard or a NFT marketplace), choose The Graph. Its subgraph model is the industry standard for this use case. If you prioritize rapidly building a multi-chain product that needs aggregated, historical data across many chains without managing infrastructure (e.g., a portfolio tracker or tax reporting tool), choose Covalent. Its Unified API delivers time-to-market advantages for cross-chain analytics.

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The Graph vs Covalent for Multi-Chain Data Indexing | 2024 Comparison | ChainScore Comparisons