Digital employee experience for enterprise buyers
Asked as “DEX platform”, and as “digital employee experience management tool”, on behalf of an enterprise 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
45%
Clear leader
45Nexthink Infinity14TeamViewer DEX06Microsoft Viva35others
45% of first choices, clear leader.
Since October 2026▲+1Since October 2026: 44% → 45%, +1 point. Inside the 11-point floor: within noise.Nexthink Infinity held the lead, +1 point on 44%, inside the 11-point floor.
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.Standing →EnterpriseNexthink Infinity45%Clear leader▲+1Since October 2026: 44% → 45%, +1 point. Inside the 11-point floor: within noise.This page
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.Standing →EnterpriseNexthink Infinity45%Clear leader▲+1Since October 2026: 44% → 45%, +1 point. Inside the 11-point floor: within noise.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Nexthink Infinity45%9%43endorsed leader▲+1Since October 2026: 44% → 45%, +1 point. Inside the 11-point floor: within noise.44% → 45%
Nexthink Infinity45%9%43endorsed leader▲+1Since October 2026: 44% → 45%, +1 point. Inside the 11-point floor: within noise.44% → 45%02
TeamViewer DEX14%6%17accepted challenger▲+1Since October 2026: 13% → 14%, +1 point. Inside the 11-point floor: within noise.13% → 14%
TeamViewer DEX14%6%17accepted challenger▲+1Since October 2026: 13% → 14%, +1 point. Inside the 11-point floor: within noise.13% → 14%031E4%0%11accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise.0% → 4%
04
Lakeside Software2%10%10accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Lakeside Software2%10%10accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%05Uniswap2%50%18criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Uniswap2%50%18criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%Show the four products at 0%, ordered by negative rate
09
PancakeSwap0%55%11criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
PancakeSwap0%55%11criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%08Curve Finance0%30%10criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
07
Riverbed Aternity0%8%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Riverbed Aternity0%8%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%06
ControlUp0%4%23accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
ControlUp0%4%23accepted 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 headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
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 →
0102103
04050607C08
09Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Nexthink Infinity45%
Nexthink Infinity45%02TeamViewer DEX14%
TeamViewer DEX14%031E4%
04Lakeside Software2%
Lakeside Software2%05Uniswap2%
Uniswap2%06ControlUp0%
ControlUp0%07Riverbed Aternity0%
Riverbed Aternity0%08Curve Finance0%
09PancakeSwap0%
PancakeSwap0%What they warned about
Five of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Mistral Small, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 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.
Uniswap50%
9 of 18 labels negative · 8 of 14 models · 1 hard negative
“enterprises should be cautious about, or avoid for direct treasury use, open permissionless venues such as Uniswap, Curve and 1inch” Muse Glimmer 30B, negative prompt
PancakeSwap55%
6 of 11 labels negative · 6 of 14 models · 3 hard negative
“Enterprises should avoid trading directly on public, un-screened liquidity pools... such as public pools on Uniswap v3, PancakeSwap, or SushiSwap” Gemini 3.5 Flash, negative prompt
Drift Protocol
80%
4 of 5 labels negative · 4 of 14 models · 3 hard negative
“venues with recent admin-key / governance exploits or weak upgrade controls \u2013 Drift Protocol is the recent exemplar” Muse Glimmer 30B, negative prompt
Hyperliquid
44%
4 of 9 labels negative · 4 of 14 models · 2 hard negative
“Hyperliquid: Faced significant liquidations and security concerns, including centralization risks and unaudited code.” 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. 953 links across 373 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.
34 answers · 34 citations · 11 models
vendor site · Flexxible27 answers · 31 citations · 12 models
vendor site · Guideflow18 answers · 19 citations · 12 models
vendor site · TeamViewer16 answers · 29 citations · 9 models
14 answers · 16 citations · 9 models
publisher (Gane)14 answers · 15 citations · 7 models
vendor site · ChainUP14 answers · 14 citations · 9 models
vendor site · G213 answers · 16 citations · 7 models
11 answers · 30 citations · 6 models
vendor site · BitGo11 answers · 14 citations · 7 models
10 answers · 14 citations · 7 models
vendor site · Calibraint9 answers · 11 citations · 6 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.
34 answers · 11 models
14 answers · 7 models
13 answers · 10 models
12 answers · 8 models
11 answers · 7 models
11 answers · 9 models
10 answers · 7 models
8 answers · 8 models
8 answers · 7 models
8 answers · 6 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 | Paid search a month, est. | Google ads, last 30 days |
|---|---|---|---|---|---|---|---|
| Nexthink Infinity nexthink.com | 45% | 77 | 70 | 0 | 7,329 | 22 | |
| TeamViewer DEX teamviewer.com | 14% | 33 | 90 | 1 | 516,592 | $19,425 | 24 |
| Microsoft parent site Microsoft Viva 6%, Microsoft Intune Endpoint Analytics 2% | 8% | 21 | 2,240,000 | 403,136 | |||
| 1E | 4% | 14,800 | 3,430 | ||||
| 1inch 1inch.com | 4% | 39 | 33,100 | 247 | 12,309 | ||
| Lakeside Software lakesidesoftware.com Lakeside Software 2%, Lakeside SysTrack 0% | 2% | 18 | 590 | 42 | 5,117 | ||
| HP Workforce Experience Platform | 2% | ||||||
| Qualtrics EmployeeXM | 2% | 40 | 0 | ||||
| Fireblocks fireblocks.com | 2% | 6 | 5,400 | 556 | 9,317 | 18 | |
| BitGo bitgo.com | 2% | 3 |
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 an enterprise B2B company?”Paraphrase“Which digital employee experience management tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade DEX platforms and how do they differ?”Budget-constrained“What is the best DEX platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a DEX platform. What should we look at?”Negative“Which DEX platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceNexthink InfinityChangedUniswapsobriiagainst: Nexthink Infinityno first choicenothing named
Three alternatives
Qualtrics EmployeeXM, ServiceNow DEX, SimpplrFour alternatives
Curve Finance, Hyperliquid, PancakeSwap, dYdXOne alternative
BigFix Workspace+ by HCLtechGPT-5.4 miniLakeside Software, Nexthink InfinityNexthink InfinityChangedNexthink Infinityagainst: Microsoft Intune, Omnissa Workspace ONE, VMwareCitrix Platform Flex / Citrix DaaS Flexno first choicenothing named
Four alternatives
HP WXP, Ivanti Neurons for DEX, Riverbed Aternity, ServiceNowTwo alternatives
ControlUp ONE, Riverbed AternityFive alternatives
ControlUp, Ivanti Neurons for DEX, Lakeside Software, ManageEngine Endpoint Central, TaniumTwo alternatives
Microsoft 365, Microsoft VivaGemini 3.5 FlashHP Workforce Experience Platform, Nexthink InfinityNexthink InfinityChangeddYdXMicrosoft Intune Endpoint Analyticsagainst: Nexthink Infinityno first choiceagainst: Balancer, Curve, PancakeSwap, SushiSwap, Uniswap
Two alternatives
Ivanti Neurons for DEX, Lakeside SoftwareFour alternatives
1E, Lakeside Software, Riverbed Aternity, ServiceNow DEXFive alternatives
Curve Finance, Definitive Finance, Hyperliquid, Orderly Network, UniswapTwo alternatives
1E, ControlUp ONEPerplexity SonarNexthink InfinityNexthink InfinityHeldNexthink InfinityTeamViewer DEXno first choiceagainst: Aster, Hyperliquid, Jupiter Perps
Two alternatives
ControlUp, Flexxible FlexxClientFive alternatives
Microsoft Viva, Moveworks, Qualtrics EmployeeXM, ServiceNow Employee Center Pro, StaffbaseFive alternatives
ControlUp, HP Workforce Experience Platform, Lakeside SysTrack, Riverbed Aternity, ServiceNow DEXTwo alternatives
ControlUp, Nexthink InfinityGrok 4.20Nexthink Infinityagainst: TeamViewer DEXNexthink InfinityHeldagainst: Lakeside Software, Microsoft Viva, Riverbed AternityDefinitiveagainst: Jupiter, KyberSwap, UniswapTeamViewer DEXNexthink Infinityagainst: 1inch, Curve Finance, GMX, PancakeSwap, SushiSwap, THORChain, Uniswap, dYdX
Three alternatives
ControlUp, Flexxible, HP Workforce Experience PlatformTwo alternatives
1E, ControlUpFour alternatives
0x, 1inch, ParaSwap, dYdXOne alternative
Nexthink InfinityFour alternatives
1E, ControlUp, Lakeside Software, RiverbedMistral SmallNexthink InfinityMicrosoft VivaChangedno first choiceTeamViewer DEXno first choiceagainst: Hyperliquid
Two alternatives
Flexxible, HP Workforce Experience PlatformTwo alternatives
Qualtrics, WorkvivoOne alternative
Lakeside SysTrackDeepSeek V4 FlashNexthink InfinityNexthink InfinityHeldCurve Finance, Uniswap1inch, TeamViewer DEXagainst: ControlUp, Nexthink Infinity, Uniswapno first choiceagainst: ArbiSwap, Balancer, Curve Finance, KyberSwap, LI.FI, ParaSwap, Rivus DAO
Two alternatives
ControlUp, HP Workforce Experience PlatformFour alternatives
ControlUp, Lakeside Software, Omnissa Experience Management, Riverbed AternityFour alternatives
Hyperliquid, Jupiter, PancakeSwap, dYdXTwo alternatives
0x, FlexxibleLlama 4 MaverickNexthink InfinityNexthink InfinityHeldTeamViewer DEXTeamViewer DEXno first choiceagainst: Curve, Drift Protocol, PancakeSwap, Uniswap
Three alternatives
ControlUp ONE, Riverbed Aternity, SysTrackThree alternatives
Aternity, ControlUp, LakesideQwen 3.7 FlashNexthink InfinityQualtrics EmployeeXMChangedno first choice1inchagainst: PancakeSwap, Uniswapno first choiceagainst: Drift Protocol, Nexthink Infinity, Riverbed, THORChain
Two alternatives
Flexxible, ServiceNow Employee Center ProThree alternatives
Microsoft Viva, Nexthink Infinity, ServiceNowFour alternatives
Alchemy Paymaster, Jupiter, Matcha Protocol, PimlicoKimi K2BitGo, FireblocksMicrosoft VivaChangedNexthink Infinityagainst: Microsoft Viva Insights + CopilotTeamViewer DEXno first choiceagainst: 1inch, Aerodrome SlipStream, AlphaQ, AlphaX, BunniDEX, Chatex, Curve Finance, Drift Protocol, Hyperliquid, Magma Finance, PancakeSwap, Pharaoh Exchange, SUEX, SushiSwap, Tornado Cash, Uniswap
Four alternatives
0x, Antier, Itexus, Uniswap V4Four alternatives
Lakeside Software, Nexthink Infinity, Qualtrics EmployeeXM, ServiceNowFour alternatives
1E DEX Platform, ControlUp ONE, Lakeside Software SysTrack, ServiceNow DEXTwo alternatives
Definitive, HootDexGLM 4.7 FlashXLI.FI, UniswapNexthink InfinityChangedHyperliquid, dYdX v4Paxos Labs Transitno first choiceagainst: Cetus, Hyperliquid, Meteora, Uniswap
Five alternatives
0x Swap API, ChainScore Labs, FM White Label, Innowise, Xchange360Six alternatives
ControlUp ONE, Microsoft Viva, Qualtrics, Riverbed Aternity, SysTrack, Workday PeakonSix alternatives
Curve Finance, Definitive, GRVT, Jupiter, Meteora, Uniswap V4Four alternatives
Bitquery DEX APIs, HootDex, Merehead, Uniswap Enterprise APIMiniMax M2.51E, Nexthink InfinityMicrosoft Viva, Qualtrics Employee ExperienceChangedno first choice1E, Nexthink Infinityno first choiceagainst: ArbiSwap, BALD on Base, Hedgey Finance, Hundred Finance, Munchables, OKX DEX, Penpie, Radiant Capital, Swaprum, Thala Labs, WOOFi Swap, ZKasino
One alternative
FourchainTwo alternatives
Culture Amp, ServiceNow Digital WorkflowsOne alternative
ControlUpGPT-6 LunaNexthink InfinityNexthink InfinityHeldNexthink InfinityManageEngine DEX Manager Plusno first choiceagainst: Cetus, Demex, Uniswap V4
Two alternatives
ControlUp ONE, Lakeside SysTrackTwo alternatives
ControlUp ONE, Lakeside SysTrackFour alternatives
ControlUp ONE, Lakeside SysTrack, Riverbed Aternity, TeamViewer DEXThree alternatives
ControlUp, Lakeside, Nexthink InfinityMuse Glimmer 30BNexthink InfinityNexthink Infinity, ServiceNow Employee ExperienceChangedUniswap V4TeamViewer DEXno first choiceagainst: 1inch, Curve, Drift Protocol, Kyber, PancakeSwap, Uniswap, dYdX
One alternative
ControlUpTwo alternatives
ControlUp, Microsoft VivaThree alternatives
Curve Finance, Hyperliquid, dYdX v4Bold 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 12:11 | no | 0 | 2 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:37 | yes | 3 | 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 12:18 | yes | 10 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 17:35 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:15 | yes | 5 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:06 | yes | 5 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:07 | yes | 23 | 30 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:06 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:10 | yes | 5 | 50 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 18:19 | yes | 23 | 41 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:36 | yes | 25 | 31 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:40 | yes | 5 | 20 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:50 | yes | 3 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:42 | yes | 12 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 19:00 | yes | 19 | 11 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:35 | yes | 4 | 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 11:12 | no | 0 | 13 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 14:50 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 18:29 | yes | 9 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:54 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 19:38 | yes | 20 | 49 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:38 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:06 | yes | 5 | 30 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:23 | yes | 14 | 31 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:03 | yes | 5 | 16 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:44 | yes | 5 | 23 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:08 | yes | 5 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:36 | yes | 20 | 26 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 19:03 | yes | 18 | 13 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:58 | yes | 7 | 8 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 18:18 | yes | 6 | 31 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 19:41 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:58 | yes | 22 | 24 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:10 | yes | 9 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:25 | yes | 25 | 27 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:31 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:43 | yes | 19 | 184 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:01 | yes | 18 | 35 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:22 | yes | 23 | 31 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 19:03 | yes | 23 | 88 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:26 | yes | 6 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:44 | yes | 22 | 41 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:43 | yes | 18 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 18:23 | yes | 3 | 5 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 09:47 | yes | 5 | 19 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 14:21 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:04 | yes | 14 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:39 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:08 | yes | 24 | 32 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:21 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:10 | no | 0 | 36 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:09 | yes | 25 | 30 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:35 | yes | 23 | 208 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:38 | yes | 20 | 58 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:33 | yes | 3 | 12 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:41 | yes | 23 | 24 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:03 | yes | 19 | 15 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:50 | no | 0 | 6 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 15:32 | no | 0 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 12:55 | yes | 10 | 10 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:08 | yes | 13 | 17 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:19 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:17 | yes | 24 | 49 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:38 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:28 | yes | 5 | 39 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:45 | yes | 20 | 35 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:40 | yes | 15 | 62 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:11 | no | 0 | 16 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:22 | yes | 4 | 22 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:08 | yes | 15 | 27 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:56 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:36 | no | 0 | 4 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 15:07 | no | 0 | 18 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 17:05 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:48 | yes | 5 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:57 | yes | 5 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:42 | yes | 24 | 29 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 17:36 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:52 | yes | 15 | 60 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:52 | yes | 25 | 47 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:53 | yes | 24 | 74 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:37 | yes | 14 | 74 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:43 | yes | 4 | 23 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:14 | yes | 24 | 37 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
Nexthink read as Nexthink Infinity
Omnissa read as Omnissa Experience Management
Omnissa (Workspace ONE) read as Omnissa Experience Management
Riverbed Aternity Employee Experience read as Riverbed Aternity
ServiceNow Digital End-User Experience read as ServiceNow DEX
ServiceNow Digital End-User Experience (DEX) read as ServiceNow DEX
TeamViewer read as TeamViewer DEX
Unresolved, counted raw
0x Swap API
1E DEX Platform
Aave
Adeptia
Aerodrome SlipStream
Alchemy Paymaster
AlphaQ
AlphaX
Anchorage
Ankr
AppcloneX
Automation Anywhere Automation
BALD on Base
BigFix Workspace+ by HCLtech
Bitquery DEX APIs
ChainScore Labs
Chainscore DEX API
Chatex
Citrix Analytics
Citrix Platform Flex / Citrix DaaS Flex
Code Brew Labs
CoinStats
Definitive Finance
Demex
FM White Label
GRVT
HP WXP
Innowise
Itexus
Jupiter Perps
Lakeside Software SysTrack
Magma Finance
Matcha Protocol
Munchables
Orderly Network
PartnerLinQ
Paxos Labs Transit (Amplify Transit)
Pharaoh Exchange
Pimlico
QuickNode
Radiant Capital
Raydium Swap
Rivus DAO
SUEX
ServiceNow Digital Workflows
ServiceNow Employee Experience
Snowflake Data Exchange
Swaprum
Swoop Exchange
Symbiosis
Thala Labs
Uniswap Enterprise API
WOOFi Swap
Xchange360
ZKasino
Discontinued, still offered
No shut-down product was recommended here.