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SQD: a decentralised query network for chain data

SQD. Subsquid.

SQD publishes a network that stores and serves chain data to indexers, so a query does not have to hit a full node for every read.

A reading of the project's public design document. Not a copy, not a benchmark, and not an offer.

SQD publishes a network that stores and serves chain data to indexers, so a query does not have to hit a full node for every read.
Evidence
Primary paper
Re-measured
No
Assumptions
3
Records linked
1

01 Claim ledger

What the paper is allowed to say

Each row is a sentence already in the study. The status is the same on every row: a model claim, not a live measurement.

  1. Claim 01 · Paper model

    The defect

    A query network is not a source of truth. The chain is. The network is a cache with a trust assumption about who served the bytes.

  2. Claim 02 · Paper model

    The proposal

    SQD publishes a network that stores and serves chain data to indexers, so a query does not have to hit a full node for every read.

  3. Claim 03 · Paper model

    The mechanism

    Workers store data. A gateway or scheduler routes queries. An indexer consumes them.

  4. Claim 04 · Paper model

    The bound

    No query-volume figure is stated here.

02 Three cuts

Observation, model, falsifier

A desk does not stop at the summary. Each claim is cut three ways, using only this study's own assumptions and checks. Nothing here is a new figure.

  1. 01 The defect

    Observation

    What the study says

    A query network is not a source of truth. The chain is. The network is a cache with a trust assumption about who served the bytes.

    Model

    What has to hold

    The document is the one at the source URL. A marketing page with the same brand is not this text.

    Falsifier

    What would retire it

    Does a client verify the response against the chain, or trust the worker?

  2. 02 The proposal

    Observation

    What the study says

    SQD publishes a network that stores and serves chain data to indexers, so a query does not have to hit a full node for every read.

    Model

    What has to hold

    The document is the one at the source URL. A marketing page with the same brand is not this text.

    Falsifier

    What would retire it

    Does a client verify the response against the chain, or trust the worker?

  3. 03 The mechanism

    Observation

    What the study says

    Workers store data. A gateway or scheduler routes queries. An indexer consumes them.

    Model

    What has to hold

    No price, supply, yield, or adoption figure is added by this desk.

    Falsifier

    What would retire it

    Who is paid to store the data?

  4. 04 The bound

    Observation

    What the study says

    No query-volume figure is stated here.

    Model

    What has to hold

    No price, supply, yield, or adoption figure is added by this desk.

    Falsifier

    What would retire it

    What block height is a response bound to?

03 Sequence

One action, as an operating tape

  1. 01Workers store data. A gateway or scheduler routes queries. An indexer consumes them.
  2. 02A proof of the query response, if the docs include one, is what would let a client stop trusting the worker. If they do not, the client trusts the worker.
  3. 03Lag behind the chain head is a property of the pipeline. A query result has a block height, and the height is part of the answer.

04 Load-bearing

The argument, and where a pitch drops it

  1. What the name has to mean

    The cut

    SQD publishes a network that stores and serves chain data to indexers, so a query does not have to hit a full node for every read.

    Why it carries weight

    If this cut is skipped, the paper's name is being used without the mechanism that makes the name mean anything.

    Where it is dropped

    No query-volume figure is stated here.

  2. What actually moves

    The cut

    A proof of the query response, if the docs include one, is what would let a client stop trusting the worker. If they do not, the client trusts the worker.

    Why it carries weight

    If this cut is skipped, the paper's name is being used without the mechanism that makes the name mean anything.

    Where it is dropped

    No query-volume figure is stated here.

  3. What a later deployment may change

    The cut

    Lag behind the chain head is a property of the pipeline. A query result has a block height, and the height is part of the answer.

    Why it carries weight

    If this cut is skipped, the paper's name is being used without the mechanism that makes the name mean anything.

    Where it is dropped

    No query-volume figure is stated here.

05 Register

What has to be true

  • Model · Not re-measured

    You are reading the SQD docs. The Graph remains a separate study.

  • Model · Not re-measured

    The document is the one at the source URL. A marketing page with the same brand is not this text.

  • Model · Not re-measured

    No price, supply, yield, or adoption figure is added by this desk.

06 Divergence

What happened after the paper

An unproved response can be cheaper and wrong.

A later client, parameter set, or reward formula is a different object. Cite this paper for the mechanism. Cite a primary release for the network. This desk has not re-run the proof.

07 Pre-mortem

What to check before you use the idea

  1. 0 of 3 marked on this browser. A mark is a reading note, not a pass, a rating, or a recommendation.

08 Anatomy

The paper, in the order a builder needs

The problem it names

A query network is not a source of truth. The chain is. The network is a cache with a trust assumption about who served the bytes.

What the design proposes

  • Workers store data. A gateway or scheduler routes queries. An indexer consumes them.
  • A proof of the query response, if the docs include one, is what would let a client stop trusting the worker. If they do not, the client trusts the worker.
  • Lag behind the chain head is a property of the pipeline. A query result has a block height, and the height is part of the answer.

How the mechanism is specified

  • Workers store data. A gateway or scheduler routes queries. An indexer consumes them.
  • A proof of the query response, if the docs include one, is what would let a client stop trusting the worker. If they do not, the client trusts the worker.
  • Lag behind the chain head is a property of the pipeline. A query result has a block height, and the height is part of the answer.

What this page does not treat as proven

  • No query-volume figure is stated here.
  • This is not The Graph's document, though both index chains.
  • An unproved response can be cheaper and wrong.

Why the desk still reads it

SQD publishes a network that stores and serves chain data to indexers, so a query does not have to hit a full node for every read.

09 Lexicon

Terms, opened into the record

Query worker
A party who stores and serves chain data. They are not the chain.
Indexer
A consumer who builds a dataset from those responses.

10 Repository

Every linked record on this page

Underlined words open a page that already exists: a concept, a protocol profile, a failure record, or another paper. If a word is not underlined, this desk does not have a record for it.

This is Blockchain Lab's reading of a public design paper. It is not the paper, not a copy of it, and not an offer of tokens, equity, custody or a partnership. Later network behaviour can diverge from the text. Nothing here is investment, legal or technical advice.

Research status: Design paper. Last reviewed: 1 October 2026. This is a reading of a public paper, not investment, legal or security advice.