Digital employee experience for small business buyers
Asked as “DEX platform”, and as “digital employee experience management tool”, on behalf of a small B2B company. 45 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
16%
Contested · 15Five 11%
16Uniswap1115Five11TeamViewer DEX62others
16% of first choices, contested.
Since October 2026▲+2Since October 2026: 14% → 16%, +2 points. Inside the 11-point floor: within noise.Uniswap held the lead, +2 points on 14%, 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.This pageMid-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.Standing →
Uniswap16%Contested▲+2Since October 2026: 14% → 16%, +2 points. Inside the 11-point floor: within noise.This pageMid-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.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Uniswap16%14%36accepted challenger▲+2Since October 2026: 14% → 16%, +2 points. Inside the 11-point floor: within noise.14% → 16%
Uniswap16%14%36accepted challenger▲+2Since October 2026: 14% → 16%, +2 points. Inside the 11-point floor: within noise.14% → 16%02
PancakeSwap7%14%36accepted challenger▼−2Since October 2026: 9% → 7%, −2 points. Inside the 11-point floor: within noise.9% → 7%
PancakeSwap7%14%36accepted challenger▼−2Since October 2026: 9% → 7%, −2 points. Inside the 11-point floor: within noise.9% → 7%03Jupiter7%0%12accepted challenger▲+3Since October 2026: 4% → 7%, +3 points. Inside the 11-point floor: within noise.4% → 7%
04
1inch4%0%15accepted challenger=heldSince October 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise.4% → 4%
1inch4%0%15accepted challenger=heldSince October 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise.4% → 4%05
ControlUp4%18%11accepted challenger=heldSince October 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise.4% → 4%
ControlUp4%18%11accepted challenger=heldSince October 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise.4% → 4%06Nexthink Infinity2%53%15criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Nexthink Infinity2%53%15criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%Show the two products at 0%, ordered by negative rate
08Raydium0%23%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
07
Curve0%18%11accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Curve0%18%11accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 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 small business.
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 →
0102J03
04050607R08
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Uniswap16%
Uniswap16%02PancakeSwap7%
PancakeSwap7%03Jupiter7%
041inch4%
1inch4%05ControlUp4%
ControlUp4%06Nexthink Infinity2%
Nexthink Infinity2%07Curve0%
Curve0%08Raydium0%
What they warned about
Zero of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, 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.
PancakeSwap14%
5 of 36 labels negative · 5 of 14 models
“Those platforms are trading venues, not employee experience tools, and are not appropriate for a traditional B2B operational need.” Muse Glimmer 30B, direct prompt
Uniswap14%
5 of 36 labels negative · 5 of 14 models
“Those platforms are trading venues, not employee experience tools, and are not appropriate for a traditional B2B operational need.” Muse Glimmer 30B, direct prompt
Nexthink Infinity53%
8 of 15 labels negative · 4 of 14 models · 3 hard negative
“"Traditional heavyweight DEX platforms (like Nexthink or Lakeside Software) are typically too expensive, complex, and resource-" intensive for small teams.” Muse Glimmer 30B, negative prompt
Raydium
23%
3 of 13 labels negative · 3 of 14 models · 3 hard negative
“High Caution or Avoid for Small Businesses - Raydium (on Solana): ... prone to rapid liquidity drains, insider dumps, and volatility.” Grok 4.20, 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
69 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. 845 links across 363 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.
22 answers · 25 citations · 10 models
17 answers · 17 citations · 9 models
13 answers · 13 citations · 7 models
vendor site · G212 answers · 24 citations · 8 models
12 answers · 13 citations · 7 models
vendor site · Flexxible11 answers · 12 citations · 9 models
11 answers · 11 citations · 7 models
11 answers · 11 citations · 7 models
11 answers · 11 citations · 5 models
10 answers · 11 citations · 6 models
vendor site · SourceForge9 answers · 12 citations · 8 models
vendor site · Antier9 answers · 11 citations · 7 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
13 answers · 7 models
11 answers · 7 models
11 answers · 7 models
11 answers · 5 models
10 answers · 6 models
10 answers · 7 models
9 answers · 7 models
9 answers · 6 models
9 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 |
|---|---|---|---|---|---|---|---|
| Uniswap uniswap.org | 16% | 75 | 107 | 11,038 | 1 | ||
| TeamViewer DEX teamviewer.com | 11% | 33 | 90 | 1 | 516,592 | $19,425 | 24 |
| 15Five | 11% | 6,600 | 32 | ||||
| PancakeSwap pancakeswap.finance | 7% | 70 | 12,100 | 254 | 9,593 | ||
| Jupiter | 7% | 823,000 | 78,866 | ||||
| Microsoft parent site Microsoft Intune Endpoint Analytics 7% | 7% | 4 | 2,240,000 | 403,136 | |||
| 1inch 1inch.com 1inch 4%, 1inch Exchange 2% | 7% | 39 | 33,100 | 247 | 12,309 | ||
| ControlUp controlup.com | 4% | 54 | 1,600 | 56 | 2,959 | 58 | |
| BambooHR bamboohr.com | 2% | 7 | 90,500 | 551 | 1,055,247 | $44,698 | 106 |
| Nectar | 2% | 246,000 | 20,852 |
Google's top ten for the three searches hold 23 sites; 1 of them are among the sites the models cited here (quicknode.com). 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 small B2B company?”Paraphrase“Which digital employee experience management tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top DEX platforms for a small team and how do they differ?”Budget-constrained“What is the best DEX platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a DEX platform. What should we look at?”Negative“Which DEX platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choice15FiveChangedControlUp, TeamViewer DEXagainst: Catchpoint, Ivanti Neurons for DEX, Tanium, ThousandEyesPancakeSwapagainst: Matchano first choicenothing named
Two alternatives
BambooHR, WorkleapOne alternative
1inch NetworkGPT-5.4 miniControlUp, TeamViewer DEXNexthink InfinityChangedUniswapQuickSwapno first choicenothing named
Two alternatives
Nexthink Infinity, ServiceNow DEXOne alternative
Lakeside SysTrackThree alternatives
Curve, PancakeSwap, SushiSix alternatives
1inch, BNB Chain, Jupiter, PancakeSwap, Polygon, SolanaGemini 3.5 FlashControlUp, NinjaOneagainst: Lakeside SysTrack, Nexthink InfinityTeamViewer DEXChangedagainst: Nexthink Infinity, RiverbedUniswapagainst: PancakeSwapAtera, Jupiter, Microsoft Intune Endpoint Analyticsagainst: Lakeside SysTrack, Nexthink InfinityMicrosoft Intune Endpoint Analyticsagainst: 1E, Lakeside SysTrack, Nexthink Infinityagainst: Secret Network DEXs, Tornado Cash
Three alternatives
1E, Atera, FlexxibleThree alternatives
ControlUp Edge DX, Microsoft Viva, RipplingFour alternatives
Aerodrome, Jupiter, Raydium, Trader JoeFive alternatives
Aerodrome, ControlUp Edge DX, ManageEngine Endpoint Central, Raydium, Uniswap v3Five alternatives
ControlUp Edge DX, Freshservice, NinjaOne Endpoint Analytics, Rippling, WorkgridPerplexity SonarUniswapagainst: Hyperliquid15FiveChangedagainst: Qualtrics, WorkdayControlUp, TeamViewer DEXagainst: Lakeside SysTrackTeamViewer DEXagainst: ControlUp, Lakeside, Nexthink Infinityno first choicenothing named
Four alternatives
1inch, Curve, Odos, PancakeSwapFour alternatives
Blink, Bonusly, Microsoft Viva, MotivosityFive alternatives
1inch, HP Workforce Experience Platform, Jupiter, Nexthink Infinity, UniswapTwo alternatives
Action1, ManageEngine Endpoint CentralGrok 4.20Uniswap15FiveChangedagainst: Culture Amp, Lattice, Leapsome, Microsoft Viva, Qualtrics, Workday1inch, Uniswapagainst: GMX1inch, Matchaagainst: CoinscloneUniswapagainst: Pump.fun, Raydium
Four alternatives
1inch, ChangeNOW for Business, Maticz, OmiSoftTwo alternatives
Bonusly, NectarThree alternatives
Curve Finance, PancakeSwap, RaydiumFive alternatives
Biswap, Jupiter, PancakeSwap, Raydium, SquareThree alternatives
1inch, CowSwap, JupiterMistral SmallUniswapno first choiceChangedUniswapUniswapno first choicenothing named
Three alternatives
LetsExchange, Li.Finance, PancakeSwapSix alternatives
1inch, Curve.fi, GMX, PancakeSwap, Rango Exchange, RaydiumTwo alternatives
1inch, OdosDeepSeek V4 Flash1inch ExchangeBambooHRChangedagainst: Culture AmpUniswap1inch, Jupiterno first choiceagainst: 1E, Lakeside Software, NextThink, Riverbedagainst: ArbiSwap, Bunni, Cetus Protocol, Cryptonex, Curve Finance, LI.FI, ParaSwap, Pump.fun, Raydium, SushiSwap
Two alternatives
Curve.fi, PancakeSwapFive alternatives
Bonusly, Jostle, Leapsome, Microsoft Viva Connections, NectarSeven alternatives
1inch, Curve, Hyperliquid, Jupiter, PancakeSwap, Raydium, dYdXThree alternatives
Coinsclone, ParaSwap, UniswapSix alternatives
Atera, ControlUp, Jamf, Microsoft Intune, NinjaOne, PulsewayLlama 4 MaverickUniswapno first choiceChangedno first choiceCoinscloneno first choiceagainst: Meteora, Uniswap
Two alternatives
PancakeSwap, UniTradeTwo alternatives
DexKit, MinswapQwen 3.7 FlashAmazonagainst: Alibaba.comSmall ImprovementsChangedMatcha Kit, ParaSwapagainst: DexKit, TokenStoreJupiteragainst: Pump.funno first choiceagainst: uniswap.orgagainst: Vexjex.cc
Six alternatives
Faire, GlobalSources, Grainger, McMaster-Carr, Tundra, XchangeXTwo alternatives
Bonusly, LatticeTwo alternatives
CoW Protocol, Uniswap V2Five alternatives
Aerodrome Finance, Cosmic Labs / Token Tool, PancakeSwap, Raydium, UniswapKimi K2TeamViewer DEXagainst: Nexthink Infinity15FiveChangedUniswapManageEngine DEX Manager Plusagainst: ControlUp, Nexthink Infinityno first choiceagainst: Clipper DEX, Clober DEX, HECO bridge, Hedgey Finance, KyberSwap, OKX DEX, PancakeSwap, Penpie, SushiSwap, Tornado Cash, Uniswap, UwU Lend, Velocore
One alternative
ControlUpThree alternatives
BambooHR, Leapsome, WorkleapThree alternatives
Hyperliquid, PancakeSwap, RaydiumTwo alternatives
Workspace 365, Zoho PeopleTwo alternatives
ControlUp, Nexthink InfinityGLM 4.7 FlashXUniswapLatticeChanged0xPancakeSwapno first choiceagainst: Aevo, Balancer, Bancor, Curve, DefiLlama, Drift Protocol, GMX, Gains Network, Hyperliquid, Lido, Orbiter, PancakeSwap, Radiant, Raydium, Stargate, Uniswap, Vertex Protocol, Zapper, dYdX
Three alternatives
1inch Exchange, Curve Finance, PancakeSwapThree alternatives
AttendanceBot, Nectar, OfficeAmpEight alternatives
0x SDKs, Balancer SDKs, Blockchain App Factory, Curve SDKs, DexKit, PancakeSwap SDKs, Uniswap Clone / PancakeSwap Clone Scripts, Uniswap V2Four alternatives
1inch, QuickSwap, SushiSwap, UniswapMiniMax M2.5no first choiceagainst: Curve, PancakeSwap, Uniswap15FiveChangedMicrosoft Viva, SimpplrPancakeSwapno first choiceagainst: Uniswap Labs
Three alternatives
Connecteam, Culture Amp, HubEngageThree alternatives
1inch Exchange, Curve Finance, QuickSwapGPT-6 Lunano first choiceMicrosoft Intune Endpoint AnalyticsChanged1inchno first choiceno first choiceagainst: Alex, Cetus, Ooki Protocol, SwapNet
One alternative
ControlUp for DesktopsTwo alternatives
CoW Swap, JupiterMuse Glimmer 30BTeamViewer DEXagainst: PancakeSwap, UniswapNectarChangedHollaEx, MaticzBalancer, Uniswap v3no first choiceagainst: Lakeside Software, Nexthink Infinity
Three alternatives
BambooHR, Flexxible, LatticeTwo alternatives
BambooHR, LeapsomeTwo alternatives
Blockchain App Factory, ChainUPThree alternatives
Biswap, Curve, PancakeSwapBold 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 08:42 | no | 0 | 3 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:44 | 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 10:31 | yes | 5 | 17 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 18:09 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:16 | yes | 14 | 17 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:13 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:27 | yes | 22 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:54 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:38 | no | 0 | 27 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:25 | yes | 24 | 88 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:23 | yes | 15 | 24 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:01 | yes | 14 | 82 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:03 | no | 0 | 2 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:43 | yes | 21 | 40 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:16 | yes | 10 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:19 | 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 15:38 | yes | 5 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 14:19 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 19:35 | yes | 10 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:40 | no | 0 | 1 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:53 | yes | 23 | 32 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:26 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:55 | yes | 10 | 86 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 19:13 | yes | 19 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:25 | yes | 25 | 32 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:45 | yes | 5 | 35 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:25 | yes | 2 | 13 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:05 | yes | 13 | 29 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:22 | yes | 18 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:51 | yes | 4 | 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 10:57 | no | 0 | 17 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 12:54 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:11 | yes | 5 | 20 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 19:28 | yes | 5 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:24 | yes | 25 | 30 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:07 | yes | 8 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:03 | no | 0 | 37 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:52 | yes | 15 | 31 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:43 | yes | 19 | 90 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 18:57 | yes | 5 | 20 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:12 | yes | 6 | 27 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 18:03 | yes | 21 | 33 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:39 | yes | 18 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 18:29 | yes | 3 | 4 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 17:08 | no | 0 | 15 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 14:10 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:43 | yes | 14 | 13 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:44 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:49 | yes | 24 | 18 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:52 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 19:42 | no | 0 | 28 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:52 | yes | 20 | 29 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:28 | yes | 19 | 66 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 18:32 | yes | 18 | 39 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:24 | no | 0 | 2 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 18:54 | yes | 14 | 21 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:57 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:28 | yes | 0 | 7 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 18:14 | no | 0 | 20 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 17:14 | yes | 10 | 5 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 18:22 | yes | 5 | 14 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:57 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:48 | yes | 25 | 47 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:50 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:47 | yes | 25 | 81 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:45 | yes | 15 | 55 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:59 | yes | 14 | 30 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:11 | no | 0 | 77 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:42 | yes | 2 | 15 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:58 | yes | 15 | 20 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:14 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:11 | yes | 3 | 7 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 12:01 | no | 0 | 15 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 15:58 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:30 | yes | 5 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:55 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 17:27 | yes | 23 | 30 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:04 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:36 | yes | 10 | 45 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:43 | yes | 24 | 38 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:06 | yes | 23 | 36 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:18 | yes | 9 | 34 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 18:26 | yes | 5 | 20 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:42 | yes | 21 | 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
Microsoft Endpoint Analytics read as Microsoft Intune Endpoint Analytics
Nexthink read as Nexthink Infinity
ServiceNow Digital End-User Experience read as ServiceNow DEX
TeamViewer read as TeamViewer DEX
Unresolved, counted raw
0x API
0x SDKs
Achievers
Aerodrome Finance
Alibaba.com
Appinop
AttendanceBot
BNB Chain
Balancer SDKs
Bancor
BitPay
Bunni (Uniswap V4 hook)
ChangeNOW for Business
Changelly
Clober DEX
ControlUp for Desktops
Cosmic Labs / Token Tool
Culture Cloud by O.C. Tanner
Curve SDKs
DefiLlama
Eletive
Empuls
Finassets
Gains Network
Gemini Corporate
GlobalSources
HECO bridge
HP
Ivanti Neurons for Digital Experience
Jostle
Kraken Pro
Matcha Kit (by Kyber)
Matcha Meta
Matter
McMaster-Carr
Microsoft Viva Connections
Minswap
NextThink
NinjaOne Endpoint Analytics
OfficeAmp
Omnissa Workspace ONE Experience Management
Ooki Protocol (formerly bZx)
Orbiter
PancakeSwap Core
PancakeSwap SDKs
Paxos
QuestionPro
Rango Exchange
Request Finance
Secret Network DEXs
Shamlatech
Solana
Square
Stargate
SwapNet
TokenStore
Trader Joe
Tundra
UniTrade
Uniswap Clone / PancakeSwap Clone Scripts
Uniswap Labs
Velocore
Vexjex.cc
Workspace 365
XchangeX (formerly Xpandera)
Zapper
Zerohash
Zoho People
uniswap.org
Discontinued, still offered
No shut-down product was recommended here.