How do zk-rollups like Starknet and zkSync compare in terms of developer tooling and native account abstraction features as of this quarter?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do zk-rollups like Starknet and zkSync compare in terms of developer tooling and native account abstraction features as of this quarter?
4 real searches · 1 real-search pass
Starknet developer tooling account abstraction native account abstraction Cairo SDK paymaster docs 2026Google ↗
OBSERVEDOther / navigational
zkSync Era developer tooling native account abstraction account abstraction paymaster docs 2026Google ↗
OBSERVEDOther / navigational
Starknet 2026 ecosystem developer experience tooling Cairo Foundry Starknet.js docsGoogle ↗
OBSERVEDOther / navigational
zkSync 2026 developer tooling Foundry Hardhat SDK docs account abstractionGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Starknet developer tooling account abstraction native account abstraction Cairo SDK paymaster docs 2026 Google ↗
zkSync Era developer tooling native account abstraction account abstraction paymaster docs 2026 Google ↗
Starknet 2026 ecosystem developer experience tooling Cairo Foundry Starknet.js docs Google ↗
zkSync 2026 developer tooling Foundry Hardhat SDK docs account abstraction Google ↗
- Introduction · docs.swmansion.com
- Cairo gets high marks from Starknet developers. Here’s why. · starknet.io
- About ZKsync Era · docs.zksync.io
- Custom Tooling · docs.zksync.io
- Developer Quickstart · docs.zksync.io
- Build On Starknet: Developer Resources, Docs & Tools · starknet.io
- Features · docs.zksync.io
- Accounts · docs.openzeppelin.com
- Introduction · docs.zksync.io
- Paymasters · docs.zksync.io
- v3 transactions · starknet.io
- Building smart accounts · docs.zksync.io
- FAQs · sitelet.easiiodev.ai
- Starknet developer documentation · docs.starknet.io
- Scarb documentation · docs.swmansion.com
- ZKsync documentation · docs.zksync.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Starknet developer tooling account abstraction native account abstraction Cairo SDK paymaster docs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
zkSync Era developer tooling native account abstraction account abstraction paymaster docs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Starknet 2026 ecosystem developer experience tooling Cairo Foundry Starknet.js docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
zkSync 2026 developer tooling Foundry Hardhat SDK docs account abstraction OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |