The Graph: no single company runs this aggregator, a competitive market of staked node operators does.
We're continuing our Crypto Data Aggregators series with The Graph, a genuinely different kind of subject: a decentralized, open-source protocol rather than a company. Real, disclosed genuine strengths: independent Indexers stake its GRT token to index and serve blockchain data, with a disclosed dispute-security mechanism that puts real economic cost behind bad-faith or incorrect data, and Curators provide a market-based quality signal on top of that. What we don't think should be set aside: the actual indexing logic for any given subgraph is written by third-party developers, not centrally reviewed, and the network's core usage metrics, query volume, new subgraph deployments, indexer revenue, all declined through 2025 even as the underlying infrastructure kept functioning. We weighted all of it below.
Our take, up front: The Graph is a decentralized, open-source protocol for indexing and querying blockchain data, having completed its full transition from a centrally-hosted service to a decentralized network in June 2024. Real, disclosed genuinely distinctive multi-role architecture: Indexers stake GRT to operate nodes that index data and serve queries, earning fees and rewards; Curators stake GRT to signal which "subgraphs" (developer-defined indexing logic) are valuable, earning a share of query fees when their picks are used; and Delegators stake GRT behind chosen Indexers without running infrastructure themselves. Real, disclosed genuine economic-security mechanism: GRT is used "for rewards, fees, and dispute security," meaning indexing bad-faith or incorrect data carries a real, disclosed financial cost, a structurally different anti-manipulation model than any centralized aggregator's algorithm in this series. Real, disclosed structural limitation we want to present precisely, similar in kind to what we found reviewing Dune Analytics: the specific indexing logic for any given subgraph is written and published by third-party developers, not centrally reviewed by The Graph itself, meaning data quality for a specific subgraph still depends on how carefully that developer built it. Real, disclosed massive, if inconsistently-reported, scale: sources describe 55 to 70-plus indexed chains, over 50,000 active subgraphs, and a historical total exceeding 1.27 trillion queries served to more than 75,000 projects. Real, disclosed decline in core usage metrics we found directly relevant to long-term sustainability: query volume fell from a Q2 2025 peak of 6.49 billion to 4.97 billion in Q4 2025 (down 8.9% quarter-over-quarter, per Messari's State of The Graph report), new subgraph deployments dropped 15.2% in Q3 2025, and indexing rewards fell from roughly 81.6 million GRT in Q3 2025 to 75.1 million in Q4, with indexer USD revenue hitting its lowest point of the year. Real, disclosed token-value context: GRT traded around $0.019 to $0.029 through 2026, described directly as having "decoupled from the infrastructure usage" and sitting "far below its 2021 highs." We weighted all of it below.
Real, disclosed genuinely distinctive decentralized sourcing model: independent, GRT-staked Indexers compete to index and serve data, with a disclosed dispute-security mechanism giving bad-faith or incorrect indexing a real financial cost, and Curators providing a market-based quality signal on top. What tempers this: the specific indexing logic for any given subgraph is written by third-party developers, not centrally reviewed, a structural concern similar to what we found reviewing Dune Analytics. Real, disclosed decline in core usage metrics through 2025 (query volume, new subgraph deployments, and indexer revenue all fell), a real, disclosed signal worth weighing on the network's long-term incentive alignment.
Pros
- Staked Indexers face genuine, disclosed economic consequences for bad-faith or incorrect data via a dispute-security mechanism
- Deterministic, WASM-based indexing is a genuinely rigorous, disclosed technical foundation
Cons
- Individual subgraph logic is written by third-party developers without centralized review, similar to Dune's dashboard-layer risk
- Query volume, new subgraph deployments, and indexer revenue all declined through 2025
Real, disclosed massive, if inconsistently-reported, scale: 55 to 70-plus indexed chains depending on source and date, over 50,000 active subgraphs, and a historical total exceeding 1.27 trillion queries served to more than 75,000 projects.
Pros
- 1.27 trillion historical queries across 75,000-plus projects reflects genuine, disclosed real-world scale
Cons
- Reported chain counts vary meaningfully across sources and dates
Real, disclosed genuinely distinctive economic-security model: GRT staking creates a direct financial cost to indexing bad data, with a disclosed dispute-security mechanism, and Curator signaling creates a market-based quality filter, described directly as "high-quality subgraphs attract curation, which attracts indexers, which improves query performance."
Pros
- A dispute-security mechanism with real GRT stakes at risk is a structurally different safeguard than any centralized algorithm in this series
- Curator bonding-curve signaling creates a self-organizing, disclosed quality filter
Cons
- Economic security depends partly on GRT's own market value remaining meaningful, which has declined significantly
We found no distinctive, named price-index or benchmark product comparable to a Fear and Greed Index or a dedicated market-cap index family; The Graph's role is closer to raw-data infrastructure than a consumer-facing ranking product.
Pros
- Newer products like Amp aim toward SQL-style analytical workflows that could support index-style use cases in time
Cons
- No current, named benchmark product comparable to competitors elsewhere in this series
Real, disclosed genuinely developer-oriented accessibility: GraphQL query endpoints and no-code Solana indexing tools that reduce setup complexity, though real usage still requires genuine technical or developer skill, similar in kind to Dune's SQL barrier but for a different audience.
Pros
- No-code Solana indexing cut setup time "from weeks to hours," a genuinely disclosed accessibility improvement
Cons
- Building or verifying a subgraph's own indexing logic still requires real developer skill
Real, disclosed usage-based query-fee model paid in GRT, plus a disclosed, ongoing "Liquid Staking Initiative" aimed at making delegation more accessible for custodians. What tempers this: real, disclosed token-value volatility, with GRT described as having "decoupled from the infrastructure usage" and sitting far below its 2021 highs.
Pros
- Fees scale directly with actual usage rather than a flat subscription regardless of consumption
Cons
- GRT's own price decline affects the real-dollar economics for Indexers and Delegators over time
Real, disclosed genuinely broad, active decentralized participant ecosystem (167,000-plus reported delegators), plus an expanding product suite (Substreams, Token API, Tycho, Amp). What tempers this: independent sources caution several of these newer components remain previews, betas, or testnets rather than fully mature products.
Pros
- 167,000+ delegators reflect a genuinely broad, disclosed base of distributed economic participation
Cons
- Several newer product-suite components are disclosed as not yet fully mature or mainnet-live
Trust the underlying protocol design; verify the specific subgraph before trusting its output.
Given the genuinely distinctive, economically-secured indexing model we found, we'd treat data served through a well-established, actively-curated subgraph with real confidence, while checking a specific subgraph's own definitions and last-update activity before relying on a less-established one, the same discipline we'd apply to any crowdsourced interpretation layer.
The first aggregator in this series with no company to hold accountable, and a genuinely clever answer for why that might be fine.
We want to name what's actually different here, because it's a real departure from everything else in this series. There's no CEO to interview, no ownership chain to trace, no corporate parent whose conflicts we need to weigh. Instead, The Graph replaces a company's internal quality control with a market: Indexers put real GRT at stake, and a disclosed dispute mechanism means indexing bad data can cost them that stake directly. That's a genuinely interesting, different answer to the trust problem every aggregator in this series has to solve. What keeps this from scoring higher is that the model isn't fully self-contained. The specific logic inside any given subgraph still comes from a third-party developer, unreviewed by the protocol itself, the same interpretation-layer risk we flagged reviewing Dune. And the economic security this whole design leans on is only as strong as GRT's own market value, which has fallen sharply and reportedly decoupled from actual network usage. A market-based trust model is a genuinely credible idea. It still needs the market underneath it to be healthy, and right now, by the network's own usage numbers, that health is trending the wrong way.
The scorecard above is deliberately general. Whether The Graph is right for you depends heavily on which of these you already are.
The application developer who wants decentralized, economically-secured access to indexed data across many chains
This is exactly where The Graph's real, disclosed staking and dispute-security model delivers genuine, distinctive value.
The builder who checks a specific subgraph's own maintenance activity and definitions before relying on its output
Given the real, disclosed third-party-defined indexing logic we found, this specific habit genuinely matters here.
The developer exploring newer components like Substreams, Token API, or Amp for specific streaming or analytical use cases
This is a real, disclosed, expanding product suite worth evaluating with awareness of which parts are still in preview.
Anyone assuming every individual subgraph's logic has been reviewed just because the underlying protocol is decentralized and staked
A real, disclosed lack of centralized review over subgraph-specific logic makes this a poor fit for that specific assumption.
The scorecard covers the headline judgment calls. These four tables cover the specifics we didn't want to bury in prose; the multi-role architecture explained, the 2025 usage-decline data laid out, the bull/bear competitive case presented directly, and how all twelve aggregators in this series compare so far.
The multi-role architecture, explained
| Role | What they do |
|---|---|
| Indexers | Stake GRT, run nodes, index data, and serve queries; earn fees and rewards |
| Curators | Stake GRT to signal which subgraphs are valuable via bonding curves; earn a share of query fees |
| Delegators | Stake GRT behind chosen Indexers without running infrastructure; earn a share of rewards |
| Subgraph developers | Write and publish the actual indexing logic for a specific dataset, not centrally reviewed |
We're listing all four roles because the "who does the aggregating" question has no single answer here, a genuinely different structure than every centralized platform reviewed elsewhere in this series.
The 2025 usage-decline data, laid out
| Metric | What changed |
|---|---|
| Quarterly query volume | Fell from a Q2 2025 peak of 6.49 billion to 4.97 billion in Q4 2025 (down 8.9% QoQ) |
| New subgraph deployments | Dropped 15.2% in Q3 2025 |
| Indexing rewards | Fell from ~81.6M GRT (Q3 2025) to ~75.1M GRT (Q4 2025) |
| Indexer USD revenue | Reportedly hit its lowest point of the year in Q4 2025 |
We're including these figures, sourced to Messari's State of The Graph report, because they're specific and dated, not a vague sense of decline; a reader can track whether this trend continues in future quarters.
The bull/bear competitive case, presented directly
| The bear case | The bull case |
|---|---|
| "The infrastructure moat is narrower than it appears" | "The Graph's decentralized architecture matters precisely because AI agents and institutions cannot rely on centralized data providers" |
| Alternatives like Chainstack, BlockXs, and Goldsky offer simpler, hosted subgraph services | Centralized alternatives (Alchemy, Infura) bundle data with node infrastructure, creating switching costs of their own |
We're presenting both sides directly because this is a genuine, disclosed, ongoing debate in independent coverage, not one we think has a clearly settled answer yet.
All twelve aggregators, so far in this series
| DeFiLlama | CoinGecko | TradingView | CoinMarketCap | CryptoCompare | Dune Analytics | The Graph | CoinPaprika | Messari | Brave New Coin | CoinCodex | CoinCap | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Core disclosed issue | Founder publicly defended Aave TVL figures against 2026 looped-liquidity inflation claims; separate unresolved governance dispute | Reported active exploration of a ~$500M sale, an open question over its founding independence claim | No default blended price; readers must select a composite symbol themselves | Exchange-ranking weights are undisclosed, with a documented history favoring owner Binance | An FCA-regulated benchmark administrator now owned, via CoinDesk, by an operating exchange (Bullish) | Underlying data is verifiable, but dashboard metric definitions are fully crowdsourced with no centralized review | Subgraph indexing logic is third-party-defined and unreviewed; core usage metrics declined through 2025 | Self-contradictory scale and positioning claims across its own materials; a same-brand wallet app with serious complaints | Sells "amplification"-branded IR services directly to the same protocols it rates in "independent" research | Its own business-model description discloses investing in and owning companies across the value chain its "conflict-audited" indices cover | Flagship AI price-prediction feature independently described as "opaque" and "more speculative than reliable" | Owned by Binance since Apr 2020 with an unverifiable independence pledge; its own About page misnames its founder; a 20% APR staking product sits on its core tier |
| Ownership | Launched 2021; no VC funding historically; May 2026 internal governance dispute over a proposed token | Founder-led since 2014; historically no VC funding; reported sale exploration as of Jan 2026 | Privately held, venture-backed since 2011, no exchange ownership found | Owned by Binance since April 2020 | Founded 2014; FCA-authorized 2021; acquired by CoinDesk (Bullish-owned) Nov 2024; rebranded to CoinDesk Data Feb 2025 | Founder-led since 2018 (Fredrik Haga, Mats Olsen); ~$79M raised, no exchange investor found | Decentralized open-source protocol, no single company; fully decentralized since June 2024; GRT is the native token | Founder-led since 2018; small seed round (Manta Ray Ventures, Garvest Real Estate); no exchange investor found | Founded 2018; two CEO transitions since 2024; acquired by Blockworks June 2026 at a steep markdown | Founded 2014 (Fran Strajnar); subsidiary of Techemy Capital; ~$520K total raised | Founder-led since 2017; small team (~20 employees); no exchange investor found | Owned by Binance since April 2020, the same month and acquirer as CoinMarketCap |
| Core strength | Independently-validated as the most methodology-transparent DeFi tracker in an academic survey of named competitors | A genuinely detailed, recently-strengthened anti-manipulation methodology (Trust Score Basilisk) | Genuinely transparent per-exchange labeling and a massive, actively-expanding feed network | A genuinely sophisticated, technically detailed anti-manipulation methodology | A genuine, verifiable UK regulatory credential and massive, named institutional client roster (J.P. Morgan, MSCI, SIX, SGX) | Immutable, independently-verifiable underlying data plus infrastructure-grade warehouse delivery (DataShare) | A genuinely distinctive, economically-secured decentralized indexing model with a real dispute mechanism | A specific, named proprietary outlier-filtering algorithm and a disclosed order-book Transparency tool | The deepest fundraising and investor database found anywhere in this project, plus a distinctive five-dimension risk framework | The most institutionally-adopted index product in this series, listed directly on the Nasdaq Data Service and IOSCO-audited | Genuinely broad, free, no-account-required access across crypto, stocks, forex, and metals | A specific, quantified 10% outlier-exclusion threshold, plus genuinely forward-looking AI-agent API tooling |
| Our score | 74.5/100 | 70.25/100 | 65.5/100 | 64.25/100 | 63.75/100 | 63.5/100 | 62.25/100 | 58.5/100 | 57.5/100 | 55.5/100 | 55.5/100 | 50.5/100 |
The Graph's score reflects genuine credit for the only fully decentralized, economically-secured sourcing model in this series, tempered by unreviewed third-party subgraph logic and a real, disclosed decline in core network usage metrics through 2025.
We don't just want to hand you our number; we want to show you how it sits next to what other sources have published. We're flagging directly that general crypto-investor sentiment is weighed down considerably by GRT's sharp token-price decline, a factor our data-sourcing-focused methodology doesn't weight nearly as heavily as the protocol's actual indexing architecture.
Our score lands modestly above the aggregated industry average; general crypto-investor sentiment is dragged down by GRT's sharp token-price decline, while our methodology weights the underlying indexing architecture more heavily than the token's market performance.
| Source | Score | Type |
|---|
Scores compiled by our editorial team from publicly available reviews as of August 2026. "Editorial estimate" means the outlet didn't publish a single numeric score, so we converted their published verdict and sentiment into a comparable 100-point figure. Verify current figures directly with each source before citing them elsewhere.
No single company owns The Graph. It's a decentralized, open-source protocol that completed its transition to full decentralization in June 2024, secured by independent Indexers, Curators, and Delegators who stake its native GRT token.
A subgraph is a set of indexing logic, written and published by a third-party developer, that defines what blockchain data gets extracted and how it's structured. Indexers then run that logic to serve queries. This logic is not centrally reviewed by The Graph itself.
Indexers stake GRT to participate, and the protocol includes a disclosed dispute-security mechanism, meaning indexing bad-faith or incorrect data can carry a real financial cost. Curators also provide a market-based quality signal by staking GRT behind subgraphs they consider valuable.
Recent data shows a decline: query volume fell from a Q2 2025 peak of 6.49 billion to 4.97 billion in Q4 2025, new subgraph deployments dropped 15.2% in Q3 2025, and indexer revenue hit its lowest point of the year in Q4 2025, per Messari's State of The Graph report.
GRT is The Graph's native work token, used for staking, rewards, fees, and dispute security. It traded around $0.019 to $0.029 through 2026, described as having decoupled from actual network usage and sitting far below its 2021 highs.
Reported figures vary, from 55 to over 70 indexed blockchains, with over 50,000 active subgraphs and a historical total exceeding 1.27 trillion queries served to more than 75,000 projects.
Substreams (high-volume data streaming), a Token API, Tycho (DEX liquidity and pricing data for trading systems), and Amp (raw, SQL-style analytical access). Some of these remain in preview, beta, or testnet stages.
Both share a similar structural tension: trustworthy underlying data paired with a third-party-defined interpretation layer that isn't centrally reviewed. The Graph adds an economic dispute-security mechanism Dune lacks, but Dune scores slightly higher overall (63.5/100 vs. 62.25/100) due to its more mature product suite and steadier usage trends.
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