# Digital employee experience: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "DEX platform" and as "digital employee experience management tool", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Added to the November 2026 Edition. Page: https://www.gane.ai/index/it/operations/digital-employee-experience/2026-11

**Standing:** Nexthink Infinity leads with 18% of first choices; verdict contested. 51 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Nexthink Infinity](https://www.gane.ai/index/it/vendors/nexthink-infinity/index.md) | 18% | 33% | 24 |
| 2 | [ControlUp](https://www.gane.ai/index/it/vendors/controlup/index.md) | 14% | 5% | 19 |
| 3 | [PancakeSwap](https://www.gane.ai/index/it/vendors/pancakeswap/index.md) | 8% | 26% | 31 |
| 4 | [1inch](https://www.gane.ai/index/it/vendors/1inch/index.md) | 4% | 6% | 17 |
| 10 | [Uniswap](https://www.gane.ai/index/it/vendors/uniswap/index.md) | 2% | 23% | 30 |
| 11 | [Curve Finance](https://www.gane.ai/index/it/vendors/curve-finance/index.md) | 2% | 8% | 13 |
| 12 | [Hyperliquid](https://www.gane.ai/index/it/vendors/hyperliquid/index.md) | 2% | 8% | 12 |
| 13 | [Jupiter](https://www.gane.ai/index/it/vendors/jupiter/index.md) | 2% | 10% | 10 |
| 29 | [dYdX](https://www.gane.ai/index/it/vendors/dydx/index.md) | 0% | 0% | 15 |
| 30 | [Raydium](https://www.gane.ai/index/it/vendors/raydium/index.md) | 0% | 6% | 17 |
| 31 | [Curve](https://www.gane.ai/index/it/vendors/curve/index.md) | 0% | 10% | 10 |

Rank is by share of first choices among all 167 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Nexthink Infinity; alternatives ControlUp, ServiceNow DEX, TeamViewer DEX
- Gemini 3.5 Flash: ControlUp; alternatives 1E, Omnissa Experience Management, TeamDynamix DEX
- Perplexity Sonar: ControlUp; alternatives Nexthink Infinity
- Grok 4.20: Nexthink Infinity; alternatives 1E, ControlUp, HP Workforce Experience Platform, Lakeside
- Mistral Small: Nexthink Infinity; alternatives ControlUp, ManageEngine DEX Manager Plus
- DeepSeek V4 Flash: ControlUp; alternatives Coinbase Institutional, Kraken Institutional, TeamViewer DEX, dYdX
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Nexthink Infinity, ServiceNow; alternatives Amazon, Coinbase Prime, Faire, Kraken Institutional
- Kimi K2: 1E; alternatives ControlUp, Riverbed Aternity, TeamViewer DEX
- GLM 4.7 FlashX: Nexthink Infinity; alternatives ControlUp, Lakeside Software, Omnissa Experience Management, TeamViewer DEX
- MiniMax M2.5: ControlUp, Nexthink Infinity
- GPT-6 Luna: ControlUp; alternatives Lakeside SysTrack, Nexthink Infinity
- Muse Glimmer 30B: ControlUp; alternatives TeamViewer DEX

## Sources the answers cite

75 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- cio.com: 17 answers, 17 citations
- slashdot.org: 13 answers, 16 citations
- cryptoslate.com: 12 answers, 12 citations
- computerworld.com: 11 answers, 11 citations
- g2.com: 10 answers, 13 citations
- gane.ai/index: 10 answers, 13 citations
- sourceforge.net: 10 answers, 10 citations
- webopedia.com: 10 answers, 10 citations

Pages named in the most answers:

- https://cio.com/article/4240539/theres-no-best-dex-platform-but-there-is-one-for-you.html (17 answers)
- https://computerworld.com/article/1612638/how-to-choose-digital-employee-experience-tool.html (11 answers)
- https://cryptoslate.com/decentralized-exchanges (10 answers)
- https://webopedia.com/crypto/exchanges/best-decentralized-exchanges (10 answers)
- https://ventureburn.com/best-decentralized-crypto-exchanges (9 answers)
- https://gane.ai/index/it/operations/digital-employee-experience/pancakeswap-vs-nexthink-infinity (8 answers)
- https://coingecko.com/en/exchanges/decentralized (7 answers)
- https://coinsutra.com/best-decentralized-exchanges-dex (7 answers)
- https://nownodes.io/blog/best-decentralized-exchanges-dexs-in-2026 (7 answers)
- https://panaprium.com/blogs/i/what-is-a-decentralized-exchange (7 answers)

## Warned against

- PancakeSwap: 8 of 31 labels negative. "PancakeSwap - 100% of labels are negative, with 5 out of 5 labels being negative" (Llama 4 Maverick, negative prompt)
- Nexthink Infinity: 8 of 24 labels negative. "avoid enterprise-heavy platforms (like Nexthink, Lakeside SysTrack, or Riverbed Aternity) which often carry steep license minimums" (Gemini 3.5 Flash, budget prompt)
- Uniswap: 7 of 30 labels negative. "using a raw DEX (like Uniswap) for corporate treasury is risky due to liquidity issues, volatility, and lack of regulatory protection" (Qwen 3.7 Flash, direct prompt)
- Drift Protocol: 3 of 3 labels negative. "Users should exercise extreme caution or avoid it until its security track record is fully restored." (Mistral Small, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
New leader: ControlUp (13%) to Nexthink Infinity (18%). Margin 4 points, within noise.

- Nexthink Infinity: 10% to 18%, +8. Inside the floor by 3 points · rank 3 → 1 of 167.
- PancakeSwap: 10% to 8%, −2. Inside the floor by 9 points · rank 2 → 3 of 167.
- Uniswap: 4% to 2%, −2. Inside the floor by 9 points · rank 7 → 10 of 167.
- Curve Finance: 0% to 2%, +2. Inside the floor by 9 points · rank 31 → 11 of 167.
- Hyperliquid: 0% to 2%, +2. Inside the floor by 9 points · rank 30 → 12 of 167.
- Raydium: 2% to 0%, −2. Inside the floor by 9 points · rank 15 → 30 of 167.
- Curve: 2% to 0%, −2. Inside the floor by 9 points · rank 11 → 31 of 167.
- ControlUp: 13% to 14%, +1. Inside the floor by 10 points · rank 1 → 2 of 167.
- 1inch: 4% to 4%, ±0. Inside the floor by 11 points · rank 8 → 4 of 167.
- Jupiter: 2% to 2%, ±0. Inside the floor by 11 points · rank 10 → 13 of 167.
- dYdX: 0% to 0%, ±0. Inside the floor by 11 points · rank 29 of 167, unchanged.
- SushiSwap: 0% to 0%, ±0. Inside the floor by 11 points · rank 52 → 93 of 167.

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.