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Comparisons

The Graph vs SubQuery: Protocol Selection

A technical comparison of the two leading decentralized indexing protocols, analyzing network maturity, multi-chain support, developer tooling, and cost structures to inform infrastructure decisions for CTOs and protocol architects.
Chainscore © 2026
introduction
THE ANALYSIS

Introduction: The Battle for Decentralized Data

A technical breakdown of The Graph and SubQuery, two leading protocols for indexing and querying blockchain data.

The Graph excels at providing a robust, decentralized network for production-grade dApps because of its mature ecosystem and battle-tested protocol. For example, it supports over 40+ blockchains including Ethereum, Arbitrum, and Polygon, and secures queries for major protocols like Uniswap and Aave, with a network TVL exceeding $1.5 billion. Its decentralized marketplace of Indexers, Curators, and Delegators creates strong economic security and censorship resistance, though it introduces complexity and higher initial gas costs for subgraph deployment.

SubQuery takes a different approach by prioritizing developer experience and flexibility. This results in a trade-off between decentralization and speed of iteration. Its managed service and open-source SDK allow developers to build and run data indexers in hours, not weeks, with a focus on multi-chain support (100+ networks) and a flexible data aggregation layer. While offering a path to decentralization via the SubQuery Network, its current primary value is in rapid prototyping and projects that prioritize control over their indexing infrastructure and cost predictability.

The key trade-off: If your priority is maximizing decentralization and security for a high-value, mainnet application, choose The Graph. Its proven network and token-incentivized model are ideal for DeFi and other applications where data integrity is paramount. If you prioritize developer velocity, cost control, and flexibility during development or for a specialized multi-chain use case, choose SubQuery. Its streamlined tooling and hybrid approach reduce time-to-market significantly.

tldr-summary
The Graph vs SubQuery

TL;DR: Key Differentiators at a Glance

A data-driven comparison of the two leading decentralized indexing protocols, highlighting their core architectural and operational trade-offs.

01

The Graph: Decentralized Network Strength

Decentralized Production Network: Indexers stake GRT to serve queries, with a proven track record of 99.9%+ uptime. This matters for mission-critical dApps like Uniswap or Aave that require robust, censorship-resistant data.

99.9%+
Query Uptime
$2B+
TVL in Subgraphs
02

The Graph: Ecosystem & Standardization

Dominant Market Share: Over 40,000+ active subgraphs powering major DeFi and NFT protocols. This creates a powerful network effect where developers can fork and build upon existing subgraphs (e.g., for ERC-20 tokens) rather than starting from scratch.

40,000+
Active Subgraphs
03

SubQuery: Developer Flexibility & Speed

Flexible Self-Hosting: Run your indexer anywhere (your own infra, SubQuery's Managed Service, or a future decentralized network). This matters for rapid prototyping and migration where you need full control over performance and cost without immediate decentralization overhead.

< 1 hour
Indexing Setup Time
04

SubQuery: Multi-Chain & Custom Data Sinks

Native Multi-Chain Support: A single project can index data from over 100+ supported networks (Cosmos, Polkadot, Ethereum, etc.). Custom Processors allow you to output data directly to your own database (PostgreSQL) or application, bypassing the GraphQL layer entirely for complex analytics.

100+
Supported Networks
05

The Graph: Cost & Complexity Trade-off

Cons: The decentralized network introduces query pricing complexity (GRT payments, curation) and can have higher latency (~200-500ms) vs. a centralized endpoint. Not ideal for simple internal dashboards or applications where decentralization isn't a core requirement.

06

SubQuery: Maturity & Incentive Trade-off

Cons: The decentralized SQT network is still in development, meaning the managed service is the primary production option today. This carries centralization risk for long-term projects. The ecosystem of shared datasets is also smaller than The Graph's.

HEAD-TO-HEAD COMPARISON

The Graph vs SubQuery: Protocol Selection

Direct comparison of key metrics and features for blockchain indexing protocols.

MetricThe GraphSubQuery

Primary Architecture

Decentralized Network (Mainnet)

Flexible (Decentralized & Self-Hosted)

Supported Chains

40+ (EVM, Cosmos, NEAR, etc.)

100+ (EVM, Cosmos, Polkadot, Algorand, etc.)

Query Pricing Model

GRT Payment via Gateways

SQT Staking or Bring-Your-Own-RPC

Native Multi-Chain Indexing

Open Source Indexer Code

Managed Service (SaaS)

The Graph Studio

SubQuery Managed Service

pros-cons-a
STRENGTHS AND WEAKNESSES

The Graph vs SubQuery: Protocol Selection

A data-driven comparison of the leading decentralized indexing protocols to inform infrastructure decisions.

01

The Graph: Decentralized Network Maturity

Established Decentralized Network: Operates a permissionless mainnet with 200+ Indexers and 4,000+ Curators. This matters for production dApps requiring censorship resistance and data integrity guarantees, as seen with Uniswap and Aave.

40+
Supported Chains
$2.5B+
Historical GRT Secured
02

The Graph: Query Cost & Complexity

Higher Operational Overhead: Requires managing GRT for query fees and understanding delegation/curation economics. This matters for teams with limited crypto-native ops who prefer predictable, simple billing over interacting with a token economy.

03

SubQuery: Developer Experience & Flexibility

Superior DX & Multi-Chain Management: Offers a managed service, intuitive SDK, and a single interface for 30+ chains. This matters for rapid prototyping and teams building cross-chain applications who want to avoid infrastructure complexity, as utilized by Astar and Acala.

500+
Projects Deployed
04

SubQuery: Centralization & Migration Path

Managed Service Dependency: The core service is centralized, with decentralization (SubQuery Network) still in active development. This matters for enterprise or DeFi protocols with strict sovereignty requirements who cannot rely on a single point of failure long-term.

pros-cons-b
The Graph vs SubQuery: Protocol Selection

SubQuery: Strengths and Weaknesses

A balanced analysis of SubQuery's key differentiators and trade-offs against The Graph for CTOs and architects making a long-term commitment.

02

Cost Predictability & Performance

Deterministic pricing: SubQuery's managed service offers fixed-price plans, avoiding The Graph's variable query fee market. Indexing is ~30% faster for initial syncs on comparable chains due to a multi-threaded worker design. This matters for startups with tight budgets and applications needing consistent, low-latency data (< 500ms p95).

< 500ms
P95 Query Latency
Fixed Price
Pricing Model
03

Ecosystem & Network Effects

Smaller decentralized network: While growing, SubQuery's decentralized network has fewer indexed subgraphs (~500+) and less staked value compared to The Graph's ~800+ indexers and $2B+ in total stake. This matters for protocols prioritizing maximal censorship resistance and battle-tested, multi-provider query reliability.

500+
Indexed Projects
04

Tokenomics & Incentive Alignment

Simpler, non-essential token: The SQT token primarily governs the decentralized network, whereas query payment can be in fiat on the managed service. Contrast with The Graph's GRT, which is fundamental for all payments and security. This matters for dApps wanting to avoid token volatility exposure, but reduces Sybil resistance for the decentralized service.

CHOOSE YOUR PRIORITY

Decision Framework: When to Choose Which

The Graph for Developers

Verdict: The established standard for production-grade, multi-chain dApps. Strengths: Decentralized network with proven uptime and data integrity, secured by GRT staking. Multi-chain support for 40+ networks via Subgraphs. Powerful query language (GraphQL) with rich filtering and aggregation. Mature ecosystem with extensive documentation, hosted service for prototyping, and a large community of indexers. Considerations: Requires learning Subgraph manifest/assemblyscript. Indexing new chains can have a lead time.

SubQuery for Developers

Verdict: The flexible, developer-friendly choice for rapid prototyping and custom chains. Strengths: Exceptional DX with a Typescript SDK, CLI, and managed service that simplifies setup. Multi-chain aggregation in a single query is a core feature. Greater flexibility in data transformation and mapping logic. Strong focus on Polkadot/Substrate and Cosmos ecosystems, with easy integration for new parachains/appchains. Considerations: While offering a decentralized network (SubQuery Network), its battle-testing at scale is less extensive than The Graph's.

verdict
THE ANALYSIS

Final Verdict and Strategic Recommendation

Choosing between The Graph and SubQuery hinges on your project's need for battle-tested decentralization versus developer-centric flexibility.

The Graph excels at providing a robust, decentralized data layer for production-grade applications. Its mainnet, with over 800+ Indexers and a $1.5B+ historical total value locked (TVL), offers unparalleled censorship resistance and data integrity. For example, major protocols like Uniswap and Aave rely on its subgraphs for mission-critical queries, benefiting from the network's economic security and proven uptime across multiple chains like Ethereum, Arbitrum, and Polygon.

SubQuery takes a different approach by prioritizing developer experience and flexibility. Its strategy centers on a fully-managed hosted service and open-source SDK that allows teams to build and run their own indexers with less overhead. This results in a trade-off: faster iteration and multi-chain support (including Cosmos and Polkadot ecosystems) out of the box, but with a currently more centralized service layer and a smaller, though growing, decentralized network.

The key trade-off: If your priority is decentralized security and network effects for a flagship dApp, choose The Graph. Its mature protocol and extensive ecosystem mitigate oracle risk. If you prioritize developer agility, cross-chain flexibility, and cost control during R&D or for niche chains, choose SubQuery. Its managed service and adaptable indexing logic accelerate development cycles significantly.

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