Digital employee experience
Asked as “DEX platform”, and as “digital employee experience management tool”, on behalf of a mid-market B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
18%
Contested · ControlUp 14%
18Nexthink Infinity14ControlUp08PancakeSwap61others
18% of first choices, contested.
Since October 2026↗new leaderNew leader since October 2026: Nexthink Infinity (18%) replaces ControlUp (13% then, 14% now), 4 points clear, inside the 11-point floor.Nexthink Infinity leads at 18%, replacing ControlUp, which led at 13% and stands at 14% now: 4 points clear, inside the floor, so the swap reads as unsettled.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Uniswap16%Contested▲+2Since October 2026: 14% → 16%, +2 points. Inside the 11-point floor: within noise.Standing →Mid-market
Nexthink Infinity18%Contested↗new leaderNew leader since October 2026: Nexthink Infinity (18%) replaces ControlUp (13% then, 14% now), 4 points clear, inside the 11-point floor.This pageEnterpriseNexthink Infinity45%Clear leader▲+1Since October 2026: 44% → 45%, +1 point. Inside the 11-point floor: within noise.Standing →
Uniswap16%Contested▲+2Since October 2026: 14% → 16%, +2 points. Inside the 11-point floor: within noise.Standing →Mid-marketNexthink Infinity18%Contested↗new leaderNew leader since October 2026: Nexthink Infinity (18%) replaces ControlUp (13% then, 14% now), 4 points clear, inside the 11-point floor.This pageEnterpriseNexthink Infinity45%Clear leader▲+1Since October 2026: 44% → 45%, +1 point. Inside the 11-point floor: within noise.Standing →The standing
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. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Nexthink Infinity18%33%24criticized challenger▲+8Since October 2026: 10% → 18%, +8 points. Inside the 11-point floor: within noise.10% → 18%
Nexthink Infinity18%33%24criticized challenger▲+8Since October 2026: 10% → 18%, +8 points. Inside the 11-point floor: within noise.10% → 18%02
ControlUp14%5%19accepted challenger▲+1Since October 2026: 13% → 14%, +1 point. Inside the 11-point floor: within noise.13% → 14%
ControlUp14%5%19accepted challenger▲+1Since October 2026: 13% → 14%, +1 point. Inside the 11-point floor: within noise.13% → 14%03
PancakeSwap8%26%31criticized challenger▼−2Since October 2026: 10% → 8%, −2 points. Inside the 11-point floor: within noise.10% → 8%
PancakeSwap8%26%31criticized challenger▼−2Since October 2026: 10% → 8%, −2 points. Inside the 11-point floor: within noise.10% → 8%04
1inch4%6%17accepted challenger=heldSince October 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise.4% → 4%
1inch4%6%17accepted challenger=heldSince October 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise.4% → 4%05Uniswap2%23%30accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%
Uniswap2%23%30accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%06Curve Finance2%8%13accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
07Hyperliquid2%8%12accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
08Jupiter2%10%10accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
Show the three products at 0%, ordered by negative rate
11
Curve0%10%10accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Curve0%10%10accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%10Raydium0%6%17accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
09dYdX0%0%15accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
For buyers
Head to head
All twenty-eight head-to-head pages: the top eight products, each against each
Nexthink Infinity vs UniswapNexthink Infinity vs Curve FinanceNexthink Infinity vs HyperliquidNexthink Infinity vs JupiterControlUp vs PancakeSwapControlUp vs 1inchControlUp vs UniswapControlUp vs Curve FinanceControlUp vs HyperliquidControlUp vs JupiterPancakeSwap vs 1inchPancakeSwap vs UniswapPancakeSwap vs Curve FinancePancakeSwap vs HyperliquidPancakeSwap vs Jupiter1inch vs Uniswap1inch vs Curve Finance1inch vs Hyperliquid1inch vs JupiterUniswap vs Curve FinanceUniswap vs HyperliquidUniswap vs JupiterCurve Finance vs HyperliquidCurve Finance vs JupiterHyperliquid vs Jupiter
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
0102030405C06
H07
J08
d09
R10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Nexthink Infinity18%
Nexthink Infinity18%02ControlUp14%
ControlUp14%03PancakeSwap8%
PancakeSwap8%041inch4%
1inch4%05Uniswap2%
Uniswap2%06Curve Finance2%
07Hyperliquid2%
08Jupiter2%
09dYdX0%
10Raydium0%
11Curve0%
Curve0%What they warned about
Five of fourteen models held their first choice under the paraphrase. Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
PancakeSwap26%
8 of 31 labels negative · 6 of 14 models · 1 hard negative
“PancakeSwap - 100% of labels are negative, with 5 out of 5 labels being negative” Llama 4 Maverick, negative prompt
Nexthink Infinity33%
8 of 24 labels negative · 5 of 14 models · 1 hard negative
“avoid enterprise-heavy platforms (like Nexthink, Lakeside SysTrack, or Riverbed Aternity) which often carry steep license minimums” Gemini 3.5 Flash, budget prompt
Uniswap23%
7 of 30 labels negative · 5 of 14 models · 1 hard 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
100%
3 of 3 labels negative · 3 of 14 models · 3 hard negative
“Users should exercise extreme caution or avoid it until its security track record is fully restored.” Mistral Small, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
75 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 755 links across 312 sites, every framing counted. Ranked by the number of answers carrying the site or page. 31 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
17 answers · 17 citations · 9 models
13 answers · 16 citations · 9 models
12 answers · 12 citations · 10 models
11 answers · 11 citations · 8 models
vendor site · G210 answers · 13 citations · 5 models
publisher (Gane)10 answers · 13 citations · 9 models
vendor site · SourceForge10 answers · 10 citations · 7 models
10 answers · 10 citations · 6 models
9 answers · 10 citations · 6 models
vendor site · Guideflow9 answers · 9 citations · 7 models
9 answers · 9 citations · 6 models
vendor site · Flexxible8 answers · 10 citations · 5 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
17 answers · 9 models
11 answers · 8 models
10 answers · 9 models
10 answers · 6 models
9 answers · 6 models
8 answers · 8 models
7 answers · 7 models
7 answers · 5 models
7 answers · 5 models
7 answers · 5 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best dex platform”, “dex platform”, “dex platforms”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Google ads, last 30 days |
|---|---|---|---|---|---|---|
| Nexthink Infinity nexthink.com | 18% | 77 | 70 | 0 | 7,329 | 22 |
| ControlUp controlup.com | 14% | 54 | 1,600 | 56 | 2,959 | 58 |
| PancakeSwap pancakeswap.finance | 8% | 70 | 12,100 | 254 | 9,593 | |
| Microsoft parent site Microsoft Viva 4%, Microsoft Intune Endpoint Analytics 4% | 8% | 21 | 2,240,000 | 403,136 | ||
| 1inch 1inch.com | 4% | 39 | 33,100 | 247 | 12,309 | |
| Culture Amp | 4% | 14,800 | 121 | |||
| Coinsclone coinsclone.com | 4% | 10 | ||||
| 15Five | 4% | 6,600 | 32 | |||
| ManageEngine parent site ManageEngine Endpoint Central 2%, ManageEngine DEX Manager Plus 2% | 4% | 244 | 8,100 | 675 | ||
| Uniswap uniswap.org | 2% | 75 | 107 | 11,038 | 1 |
Google's top ten for the three searches hold 23 sites; 0 of them are among the sites the models cited here. The first result for “best dex platform” is wigwam.app.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best DEX platform for a mid-market B2B company?”Paraphrase“Which digital employee experience management tool would you recommend to a mid-sized B2B company?”Comparative“What are the top DEX platforms and how do they differ?”Budget-constrained“What is the best DEX platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a DEX platform. What should we look at?”Negative“Which DEX platforms should I avoid or be cautious about?”
Claude Haiku 4.5no first choiceno first choiceHeldUniswapPancakeSwapno first choiceagainst: pulsar-dexlink.com, yellowdex.trade
Five alternatives
1inch, Aerodrome, Hyperliquid, PancakeSwap, dYdX ChainThree alternatives
1inch Network, Curve Finance, NomiswapGPT-5.4 miniNexthink InfinityNexthink InfinityHeldno first choiceMicrosoft Intuneno first choicenothing named
Three alternatives
ControlUp, ServiceNow DEX, TeamViewer DEXTwo alternatives
Lakeside SysTrack, Riverbed AternityFour alternatives
JumpCloud, Kandji, ManageEngine Endpoint Central, MiradoreGemini 3.5 FlashControlUpagainst: Nexthink InfinityControlUpHeldagainst: Nexthink InfinityUniswapMicrosoft Intune Endpoint Analyticsagainst: Lakeside SysTrack, Nexthink Infinity, Riverbed AternityMicrosoft Intune Endpoint Analyticsagainst: Nexthink Infinitynothing named
Three alternatives
1E, Omnissa Experience Management, TeamDynamix DEXTwo alternatives
Ivanti Neurons for DEX, Microsoft Intune Endpoint AnalyticsNine alternatives
Aerodrome, Balancer, Curve Finance, Hyperliquid, Jupiter, PancakeSwap, Raydium, Velodrome, dYdXFour alternatives
Atera, ControlUp, ManageEngine Endpoint Central, NinjaOneFive alternatives
1E, ControlUp, Lakeside SysTrack, Omnissa Experience Management, WorkgridPerplexity SonarControlUpCulture AmpChangedagainst: QualtricsUniswapManageEngine Endpoint Centralagainst: ControlUp, Nexthink Infinityno first choicenothing named
One alternative
Nexthink InfinityFive alternatives
Bonusly, Lattice, Microsoft Viva, Motivosity, WorkvivoSeven alternatives
1inch, Curve, GMX, Hyperliquid, Jupiter, PancakeSwap, dYdXOne alternative
TeamViewer DEXGrok 4.20Nexthink Infinityagainst: Microsoft VivaNexthink InfinityHeldagainst: 15Five, Qualtrics, Workday PeakonUniswap1inch, ParaSwapagainst: Uniswapno first choiceagainst: PancakeSwap, Uniswapagainst: Curve Finance, Jupiter, PancakeSwap, Raydium, SushiSwap, Uniswap
Four alternatives
1E, ControlUp, HP Workforce Experience Platform, LakesideTwo alternatives
ControlUp ONE, Microsoft VivaFive alternatives
Balancer, Curve Finance, PancakeSwap, SushiSwap, dYdXFour alternatives
Curve.fi, Jupiter, PancakeSwap, QuickSwapTwo alternatives
Binance Institutional, Coinbase PrimeMistral SmallNexthink InfinityQualtrics XM, Workday PeakonChangedUniswapCoinsclone, Maticzno first choiceagainst: AsterDEX, Drift Protocol
Two alternatives
ControlUp, ManageEngine DEX Manager PlusTwo alternatives
ControlUp, CultureMonkeyFour alternatives
Balancer, Curve Finance, PancakeSwap, SushiSwapTwo alternatives
HollaEx, UniswapDeepSeek V4 FlashControlUpagainst: 1inch, Curve, Nexthink Infinity, PancakeSwap, UniswapMicrosoft VivaChangedagainst: Qualtrics EmployeeXMUniswapPancakeSwapno first choiceagainst: ALEX Lab, Cetus Protocol, PancakeSwap, PulseX, Trusted Volumes, WOOFi
Four alternatives
Coinbase Institutional, Kraken Institutional, TeamViewer DEX, dYdXOne alternative
MangoAppsSeven alternatives
1inch, Curve Finance, GMX, Hyperliquid, PancakeSwap, Raydium, dYdXFour alternatives
1inch, Coinsclone, QuickSwap, SuffescomLlama 4 Maverickno first choiceno first choiceHeldno first choiceUniswapno first choiceagainst: AsterDEX, Drift Protocol, PancakeSwap
Three alternatives
1inch, Curve Finance, PancakeSwapQwen 3.7 FlashNexthink Infinity, ServiceNowagainst: UniswapLeapsomeChangedUniswapHyperliquid, Jupiterno first choiceagainst: CoW Swap, Ekubo, PancakeSwap, SushiSwap
Six alternatives
Amazon, Coinbase Prime, Faire, Kraken Institutional, Nectar, TactioFour alternatives
Culture Amp, Lattice, Microsoft Viva Suite, SimpplrFive alternatives
Curve Finance, Hyperliquid, Orca, PancakeSwap, RaydiumThree alternatives
CoW Swap, Curve Finance, UniswapKimi K21Eagainst: Lakeside Software, Nexthink Infinity15FiveChangedUniswapPancakeSwapCoinbase Prime, FalconX, Kraken Institutionalnothing named
Three alternatives
ControlUp, Riverbed Aternity, TeamViewer DEXThree alternatives
Culture Amp, Leapsome, Microsoft Viva GlintFour alternatives
Curve Finance, Hyperliquid, PancakeSwap, dYdXThree alternatives
Coinsclone, QuickSwap on Polygon, Uniswap on Layer 2Three alternatives
Coinshift, Safe{Wallet}, TenderizeGLM 4.7 FlashXNexthink InfinityMicrosoft VivaChangedno first choice1inch, Curve Financeno first choiceagainst: ArbiSwap, Cryptonex, Merlin DEX, PancakeSwap, Retoswap, RiskOnBlast, Uniswap
Four alternatives
ControlUp, Lakeside Software, Omnissa Experience Management, TeamViewer DEXThree alternatives
Culture Amp, Nexthink Infinity, Qualtrics EmployeeXMThree alternatives
Hyperliquid, Orca, RaydiumMiniMax M2.5ControlUp, Nexthink InfinityCulture AmpChangedUniswapPancakeSwap, QuickSwapno first choiceagainst: Cryptonex
Four alternatives
Bonusly, Lattice, Microsoft Viva Suite, WorkTangoFour alternatives
Curve Finance, Hyperliquid, PancakeSwap, dYdXTwo alternatives
Curve.fi, RaydiumGPT-6 LunaControlUpNexthink InfinityChangedPancakeSwap, UniswapManageEngine DEX Manager Plusno first choiceagainst: Cetus, Velocity Exchange
Two alternatives
Lakeside SysTrack, Nexthink InfinityTwo alternatives
ControlUp ONE, Lakeside SysTrackFive alternatives
Aero, Curve, Jupiter, Orca, RaydiumOne alternative
Intune Endpoint AnalyticsMuse Glimmer 30BControlUpagainst: Lakeside SysTrack, Nexthink Infinity15FiveChangedUniswap V4Coinsclone, Fourchainno first choiceagainst: Aster, Drift Protocol, Hyperliquid, PancakeSwap, Uniswap, Variational
One alternative
TeamViewer DEXFour alternatives
Culture Amp, Microsoft Viva Suite, Viva Glint, WorkTangoFive alternatives
Hyperliquid, Jupiter, PancakeSwap v3, Raydium, Uniswap v3Four alternatives
1inch, Antier, Curve Swap, Milk Road SwapBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:10 | yes | 9 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:29 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:52 | yes | 12 | 17 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 12:59 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:55 | yes | 9 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:19 | yes | 8 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 19:03 | yes | 21 | 33 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:59 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:53 | yes | 10 | 71 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:45 | yes | 14 | 50 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:03 | yes | 20 | 89 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:12 | yes | 5 | 19 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:12 | yes | 4 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:25 | yes | 22 | 33 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:59 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:29 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:42 | yes | 7 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 19:44 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:15 | yes | 10 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:57 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:11 | yes | 23 | 36 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:24 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:06 | yes | 5 | 20 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:22 | yes | 14 | 36 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:59 | yes | 25 | 44 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:44 | yes | 5 | 87 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:28 | yes | 3 | 17 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:41 | yes | 15 | 26 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:46 | yes | 9 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:00 | yes | 5 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 14:52 | no | 0 | 19 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 15:49 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 18:46 | yes | 5 | 14 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 19:39 | yes | 5 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:08 | yes | 25 | 45 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:14 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:12 | yes | 5 | 19 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:14 | yes | 20 | 37 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:41 | yes | 25 | 62 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:14 | yes | 5 | 17 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:59 | yes | 6 | 24 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:34 | yes | 12 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 18:49 | yes | 17 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:17 | no | 0 | 3 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:36 | yes | 1 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 11:18 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:33 | yes | 5 | 14 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:51 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 17:57 | yes | 23 | 34 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:24 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:13 | yes | 9 | 47 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:24 | yes | 5 | 11 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:13 | yes | 14 | 33 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:16 | yes | 5 | 27 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:35 | yes | 2 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:39 | yes | 14 | 20 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:27 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 18:01 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:43 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:17 | yes | 10 | 6 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:28 | yes | 10 | 18 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:58 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 17:52 | yes | 23 | 31 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 17:38 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:32 | no | 0 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 18:08 | no | 0 | 31 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:48 | yes | 14 | 111 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:12 | yes | 5 | 29 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:33 | yes | 2 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:59 | yes | 15 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:02 | yes | 18 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:09 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 08:55 | yes | 10 | 20 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 13:11 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:35 | yes | 5 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:06 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 18:18 | yes | 22 | 35 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 18:26 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:45 | yes | 5 | 42 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:03 | yes | 9 | 17 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:41 | yes | 23 | 65 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:33 | yes | 5 | 21 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:42 | yes | 3 | 32 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:54 | yes | 14 | 22 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Ivanti read as Ivanti Neurons for DEX
Ivanti Neurons read as Ivanti Neurons for DEX
Microsoft Endpoint Analytics read as Microsoft Intune Endpoint Analytics
Microsoft Endpoint Analytics (M365 / Intune) read as Microsoft Intune Endpoint Analytics
Microsoft Endpoint Analytics (with Intune / Viva) read as Microsoft Intune Endpoint Analytics
Nexthink read as Nexthink Infinity
Nexthink (Infinity) read as Nexthink Infinity
Omnissa read as Omnissa Experience Management
Unresolved, counted raw
ALEX Lab
Aero (Aerodrome/Velodrome)
Appinop Technologies
Ariba Network
Binance Institutional
BisonFi
Circle Digital USD (USDC)
Coinbase Institutional
Coinshift
CultureMonkey
Curve Swap
Ekubo
FalconX
FeedbackPulse
Google Workspace Admin tools
Hyperliquidity
Injective
Intune Endpoint Analytics
Jibble / Humaans
Kantox
Lighter
MangoApps
MeBeBot One
Merlin DEX
Microsoft Viva Glint
Microsoft Viva Suite
Milk Road Swap
OFX
PulseX
QuickSwap on Polygon
Rally Software
Retoswap
RiskOnBlast
Safe{Wallet}
Stellar DEX
Suffescom Solutions
Tactio
TeamDynamix DEX
Tenderize
Tessera V
ThomasNet
Trusted Volumes
Uniswap on Layer 2 (Base or Arbitrum)
UniswapX
Variational
Velocity Exchange (formerly Drift)
Viva Glint
WOOFi
Yammer / Viva Engage
dYdX Chain
pulsar-dexlink.com
yellowdex.trade
Discontinued, still offered
No shut-down product was recommended here.