Starknet
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
Starknet appears in 1 AI-ranked category — best position #4 for ethereum l2.
Powerful validity-proof architecture, Ethereum-posted data, account abstraction, high potential throughput, and Cairo’s performance-oriented design make it the strongest differentiated ZK option
Gemini Offers native, protocol-level account abstraction (enabling seamless session keys and gas sponsorship) and high computational scalability via ZK-STARK proofs, making it excellent for performance-intensive applications like gaming.
Claude The strongest cryptographic foundation (STARK proofs, no trusted setup), excellent scalability headroom, native account abstraction, and Cairo's ability to express things the EVM cannot — a merit pick for teams pushing performance and novel onchain logic.
Where Starknet falls short, per the models
- GPT Cairo and Starknet-specific tooling impose substantially more migration and learning friction than EVM-compatible networks, with a smaller liquidity and application base
- Claude Cairo is not EVM-compatible, forcing a full rewrite and a new toolchain/talent pool, which is a steep adoption cost and shrinks its ecosystem versus EVM L2s — not for teams porting existing Solidity or wanting instant EVM tooling.
- Gemini Uses a non-EVM execution environment (Cairo), which creates a steep learning curve and separates developers from standard Ethereum developer tooling.
Top alternatives per the models: Arbitrum · Base · Optimism · zkSync Era
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology