Zero of fourteen models named 1inch first on the direct prompt; zero named Jupiter. 1inch was named by ten of the fourteen models and Jupiter by eight and 1inch carries 17 labels and Jupiter 10, 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 November 2026 Edition, 1inch and Jupiter were named in the same answer fifteen times, of the 41 answers naming 1inch and the 28 naming Jupiter. In those answers Jupiter took the first choice zero times and 1inch four.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | JU | |||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | JU | |||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | JU | |||||
| Muse Glimmer 30B | JU |
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. Four of five in this category shown.
“most analysts would not recommend using a retail crypto DEX directly” DeepSeek V4 Flash · direct prompt · soft negative
“Start with 1inch on Polygon or Arbitrum for the best balance of low costs, flexibility, and scalability” Grok 4.20 · budget prompt · first choice
“1inch for general trading offer the best combination of low fees and reliability” GLM 4.7 FlashX · budget prompt · first choice
“Use reputable aggregators like 1inch or CowSwap for better routing and less slippage.” Grok 4.20 · negative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Fast and cheap, but Solana's ecosystem is rife with meme coin scams and honeypots.” Grok 4.20 · negative prompt · soft negative
“Jupiter (Solana) | Cheapest execution; lowest slippage.” Qwen 3.7 Flash · budget prompt · first choice
“Jupiter rules Solana with ~$2B daily volume, especially for memecoin and aggregated swaps.” Muse Glimmer 30B · comparative prompt · alternative
“If your company uses Solana, it's an aggregator with near-zero fees and blazing speed” Grok 4.20 · 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.