Two of fourteen models named Uniswap first on the direct prompt; zero named Raydium. Uniswap was named by fourteen of the fourteen models and Raydium by ten and Uniswap carries 38 labels and Raydium 14, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the digital employee experience page.
Across every category in the October 2026 Edition, Uniswap and Raydium were named in the same answer twenty times, of the 95 answers naming Uniswap and the 25 naming Raydium. In those answers Raydium took the first choice one time and Uniswap eight.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | RA | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | RA | |||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | RA | |||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“you should generally avoid single-pool retail DEXs (like Uniswap) to prevent high slippage and front-running” Gemini 3.5 Flash · direct prompt · hard negative
“Projects can launch on platforms like Uniswap or PancakeSwap without rigorous vetting, developers can remain completely anonymous” Muse Glimmer 30B · negative prompt · soft negative
“rather than "raw" MetaMask-to-Uniswap” Kimi K2 · scale prompt · soft negative
“Uniswap – Best Overall / Ethereum DeFi leader. Uniswap V3+V4 is the largest DEX by market share and 30-day spot volume.” Muse Glimmer 30B · comparative prompt · first choice
“Stick to well-established, heavily used DEXs like Uniswap, PancakeSwap, Jupiter, or Raydium” Qwen 3.7 Flash · negative prompt · first choice
“Uniswap leads spot trading at approximately $73 billion in 30-day volume across its multi-chain deployment” Claude Haiku 4.5 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Raydium: ~93% of liquidity pools exhibit rug pull patterns” Kimi K2 · negative prompt · hard negative
“up to 93% of its ~388,000 analyzed liquidity pools were flagged as suspected rug pulls” DeepSeek V4 Flash · negative prompt · soft negative
“Ultra‑cheap, but development environment is different (Rust) & tooling less EVM‑like” MiniMax M2.5 · budget prompt · soft negative
“Best for Ultra-Low Fees & Speed: Solana Ecosystem ... Platform: Raydium (for liquidity pools) or Jupiter (for swapping/execution).” Qwen 3.7 Flash · budget prompt · first choice
“Stick to well-established, heavily used DEXs like Uniswap, PancakeSwap, Jupiter, or Raydium” Qwen 3.7 Flash · negative prompt · first choice
“Raydium offers fast execution and low transaction costs of fractions of a cent on Solana, combined with deep liquidity.” Claude Haiku 4.5 · budget prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.