# Raydium: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 14 judge labels across 1 categories by 10 of 14 models. Page: https://it-ai-index.com/vendors/raydium/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Digital employee experience | 2% | 15 | 29% | 14 |

## What the models said for it

- "Best for Ultra-Low Fees & Speed: Solana Ecosystem ... Platform: Raydium (for liquidity pools) or Jupiter (for swapping/execution)." (Qwen 3.7 Flash, DEX)
- "Stick to well-established, heavily used DEXs like Uniswap, PancakeSwap, Jupiter, or Raydium" (Qwen 3.7 Flash, DEX)
- "Raydium offers fast execution and low transaction costs of fractions of a cent on Solana, combined with deep liquidity." (Claude Haiku 4.5, DEX)
- "For the absolute cheapest per‑transaction fees → Solana DEXs (Raydium, Jupiter, Orca)." (GLM 4.7 FlashX, DEX)

## And against it

- "Raydium: ~93% of liquidity pools exhibit rug pull patterns" (Kimi K2, DEX)
- "up to 93% of its ~388,000 analyzed liquidity pools were flagged as suspected rug pulls" (DeepSeek V4 Flash, DEX)
- "Ultra‑cheap, but development environment is different (Rust) & tooling less EVM‑like" (MiniMax M2.5, DEX)
- "Raydium (Solana, $1.34M liquidity pool hack 2026)" (Grok 4.1 Fast, DEX)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.