Compare Arbitrum and Optimism regarding sequencer decentralization and current gas fee optimization for complex smart contract interactions.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare Arbitrum and Optimism regarding sequencer decentralization and current gas fee optimization for complex smart contract interactions.
4 real searches · 1 real-search pass
Arbitrum sequencer decentralization status 2026 decentralized sequencing roadmap currentGoogle ↗
OBSERVEDReason
Optimism OP Mainnet sequencer decentralization status 2026 decentralized sequencing roadmap currentGoogle ↗
OBSERVEDYes / no
Arbitrum Nitro gas fees calldata compression batch posting pricing complex transactions Stylus 2026Google ↗
OBSERVEDReason
Optimism OP Stack gas fees operator fee calldata compression Fjord Isthmus 2026 complex transactionsGoogle ↗
OBSERVEDConsequence
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). 4 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
Arbitrum sequencer decentralization status 2026 decentralized sequencing roadmap current Google ↗
Optimism OP Mainnet sequencer decentralization status 2026 decentralized sequencing roadmap current Google ↗
Arbitrum Nitro gas fees calldata compression batch posting pricing complex transactions Stylus 2026 Google ↗
Optimism OP Stack gas fees operator fee calldata compression Fjord Isthmus 2026 complex transactions Google ↗
- The state of Arbitrum's progressive decentralization · docs.arbitrum.foundation
- Inside Arbitrum Nitro · developer.arbitrum.io
- The Sequencer and censorship resistance · docs.arbitrum.io
- Background · specs.optimism.io
- Optimism: Governance, Sequencer & Enterprise Facts (2026) · optimism.io
- OP Stack Protocol · specs.optimism.io
- Stake-Based Transaction Ordering: A New Experiment on OP Mainnet · optimism.io
- Gas and fees · developer.arbitrum.io
- Inside Arbitrum Nitro · docs.arbitrum.io
- Execution Engine · specs.optimism.io
- Execution Engine · specs.optimism.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Arbitrum sequencer decentralization status 2026 decentralized sequencing roadmap current OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Optimism OP Mainnet sequencer decentralization status 2026 decentralized sequencing roadmap current OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
Arbitrum Nitro gas fees calldata compression batch posting pricing complex transactions Stylus 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Optimism OP Stack gas fees operator fee calldata compression Fjord Isthmus 2026 complex transactions OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |