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Comparisons

The Graph vs Covalent for LP Data Indexing

A technical analysis comparing The Graph and Covalent for indexing and querying concentrated and full-range liquidity pool data. We examine architecture, cost, performance, and developer experience to determine the optimal choice for DeFi protocols.
Chainscore © 2026
introduction
THE ANALYSIS

Introduction

A foundational comparison of The Graph and Covalent, two leading protocols for querying and indexing decentralized data.

The Graph excels at providing high-performance, application-specific data indexing through its decentralized network of Indexers. It allows developers to define custom subgraphs—open APIs for their smart contracts—enabling sub-second query latency for dApps like Uniswap and Aave. This model is optimized for real-time, complex queries directly on-chain, but requires developers to write and maintain their own subgraph schemas.

Covalent takes a different approach by providing a unified API that delivers rich, historical blockchain data across 200+ supported networks. Instead of custom indexing, it offers a single endpoint to access normalized data like wallet balances, NFT holdings, and transaction histories. This results in faster time-to-market for applications like wallets and dashboards, but with less granular control over the exact data schema compared to a custom subgraph.

The key trade-off: If your priority is ultra-low latency, custom data structures for a specific protocol, and you have engineering resources to build subgraphs, choose The Graph. If you prioritize rapid development, accessing a broad range of historical data across many chains with a single API, and minimizing backend complexity, choose Covalent.

tldr-summary
The Graph vs Covalent

TL;DR Summary

Key strengths and trade-offs at a glance for LP data indexing.

01

Choose The Graph for Custom Logic

Specific advantage: Subgraph schemas allow you to define and index precisely the data your dApp needs. This matters for protocols with complex event logic like Uniswap v3 position tracking or Aave interest rate calculations.

02

Choose Covalent for Unified APIs

Specific advantage: A single REST API provides consistent access to historical and real-time data across 200+ blockchains. This matters for multi-chain dashboards, portfolio trackers, and analytics platforms that need a uniform interface without managing multiple indexers.

03

Choose The Graph for Decentralization

Specific advantage: Data is served by a decentralized network of Indexers, secured by the GRT token. This matters for mission-critical DeFi applications where censorship resistance and uptime guarantees are non-negotiable.

04

Choose Covalent for Speed to Market

Specific advantage: Zero-configuration access to pre-indexed data like token balances, NFT metadata, and LP positions. This matters for rapid prototyping and startups that need to launch features in days, not months, without DevOps overhead.

HEAD-TO-HEAD COMPARISON FOR DATA INDEXING

The Graph vs Covalent: Feature Comparison Matrix

Direct comparison of key metrics, pricing, and architectural features for blockchain data indexing.

MetricThe GraphCovalent

Pricing Model

Query Fee (GRT)

Unified API Pricing

Supported Networks

40+

200+

Data Freshness

Sub-1 block

~1-2 blocks

Historical Data Access

Query Language

GraphQL

REST API / SQL

Data Granularity

Subgraph-defined

Raw chain & decoded log data

Native Token Required

pros-cons-a
PROTOCOL COMPARISON

The Graph vs Covalent: LP Data Indexing

Key strengths and trade-offs for decentralized data indexing, focusing on liquidity pool analytics for DeFi protocols.

01

The Graph: Decentralized Querying

Subgraph Ecosystem: Over 1,000+ live subgraphs for protocols like Uniswap, Aave, and Balancer. This matters for protocols requiring verifiable, on-chain data for their dApp frontends. Developers define their own schema and mappings, offering fine-grained control.

1,000+
Live Subgraphs
02

The Graph: Cost for High Volume

Query Fee Market: Indexers stake GRT and set prices, creating a variable cost structure. For high-traffic dApps (e.g., major DEX aggregators), query costs can become significant and unpredictable compared to fixed-price models.

Variable
Pricing Model
03

Covalent: Unified API Simplicity

Single Endpoint: Provides a consistent REST API across 200+ supported blockchains, including Ethereum, Polygon, and Avalanche. This matters for teams building multi-chain applications who want to avoid managing separate indexers for each chain. No need to write subgraph mappings.

200+
Blockchains
04

Covalent: Centralized Dependencies

Managed Service Risk: While offering convenience, Covalent operates as a centralized API provider. This is a trade-off for deFi protocols prioritizing maximum decentralization and censorship resistance, as they become dependent on Covalent's uptime and governance.

pros-cons-b
The Graph vs Covalent for LP Data Indexing

Covalent: Pros and Cons

Key strengths and trade-offs at a glance for CTOs and architects choosing an indexing solution.

01

Covalent: Unified API Simplicity

Single API for 200+ blockchains: Query across Ethereum, Polygon, Avalanche, and others with identical syntax. This matters for teams building multi-chain applications who want to avoid managing separate indexer integrations and schemas for each chain.

02

Covalent: Historical Data Depth

Full historical data from genesis: No need to specify start blocks. This matters for analytics platforms, tax reporting tools, and on-chain forensics that require complete, unbroken transaction histories without managing complex archival node infrastructure.

03

The Graph: Subgraph Flexibility

Custom data schema definition: Developers define their own GraphQL schema and mapping logic for precise, application-specific queries. This matters for protocols like Uniswap or Aave that need to index highly custom event data and relationships not covered by generic APIs.

04

The Graph: Decentralized Network

Censorship-resistant indexing: Data is served by a decentralized network of Indexers, Curators, and Delegators. This matters for mission-critical DeFi applications where uptime guarantees and resistance to single points of failure are non-negotiable requirements.

05

Covalent: Potential Cost Opaquency

Pricing based on usage tiers: While simple, costs can become unpredictable at scale compared to The Graph's query fee market. This matters for high-volume applications where budgeting for infrastructure costs is a primary concern.

06

The Graph: Development Overhead

Requires subgraph development & deployment: Teams must write and maintain mapping logic in AssemblyScript, introducing DevOps complexity. This matters for startups or projects that need to move quickly and lack dedicated blockchain developer resources.

CHOOSE YOUR PRIORITY

Decision Guide: When to Use Which

The Graph for DeFi

Verdict: The standard for complex, custom analytics and on-chain composability. Strengths: Unmatched for building custom subgraphs that index specific events from protocols like Uniswap, Aave, or Compound. Enables deep, protocol-specific queries (e.g., "TVL per user pool over time") directly into your dApp. Its decentralized network and GRT token economics align with DeFi's ethos, ensuring long-term data availability. Considerations: Requires development effort to create and maintain subgraphs. Query costs (in GRT) can be variable.

Covalent for DeFi

Verdict: Superior for unified, multi-chain portfolio and historical data aggregation. Strengths: Provides a single, unified API to pull normalized wallet balances, transaction history, and LP positions across 200+ chains, including Ethereum, Polygon, and Arbitrum. Ideal for building dashboards, tax tools, or risk engines that need a consistent data model. The Covalent Unified API eliminates the need to parse raw logs for common data points. Considerations: Less customizable for novel, protocol-specific logic compared to a custom subgraph.

verdict
THE ANALYSIS

Final Verdict and Decision Framework

Choosing between The Graph and Covalent hinges on your application's specific data needs and development philosophy.

The Graph excels at delivering high-performance, real-time subgraphs for specific smart contracts because of its decentralized network of Indexers and its GraphQL query layer. For example, Uniswap and Aave rely on The Graph to power their frontends and analytics dashboards, querying millions of events daily with sub-second latency. Its strength lies in enabling developers to define custom data schemas, making it the go-to for complex, protocol-specific logic and on-chain event processing.

Covalent takes a different approach by providing a unified, multi-chain API that abstracts away blockchain complexity. This results in a trade-off: you gain instant access to a massive, standardized dataset across 200+ chains (including historical token balances and NFT metadata) without writing a single line of indexing logic, but you sacrifice the fine-grained, custom data shaping possible with subgraphs. It's a turn-key solution for applications like portfolio trackers or tax platforms that need breadth over depth.

The key trade-off: If your priority is custom, low-latency indexing of specific protocol events (e.g., a DeFi yield optimizer or a governance dashboard), choose The Graph. If you prioritize rapid development, multi-chain data aggregation, and historical state queries without managing infrastructure (e.g., a multi-wallet explorer or a cross-chain analytics tool), choose Covalent. Your decision ultimately maps to the classic build-vs-buy dilemma for blockchain data.

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