Remote monitoring and management
Asked as “RMM platform”, and as “remote monitoring and management tool for managed service providers”, on behalf of a mid-market B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
47%
Clear leader
47NinjaOne24Atera08Action122others
47% of first choices, clear leader.
Since September 2026▼−3Since September 2026: 50% → 47%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.NinjaOne held the lead, −3 points on 50%, 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
Atera45%Clear leader▲+16Since September 2026: 30% → 46%, +16 points. Past the 11-point floor: movement. Read over the models both editions asked.Standing →Mid-market
NinjaOne47%Clear leader▼−3Since September 2026: 50% → 47%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageEnterpriseNinjaOne48%Clear leader▼−8Since September 2026: 61% → 53%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →
Atera45%Clear leader▲+16Since September 2026: 30% → 46%, +16 points. Past the 11-point floor: movement. Read over the models both editions asked.Standing →Mid-marketNinjaOne47%Clear leader▼−3Since September 2026: 50% → 47%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageEnterpriseNinjaOne48%Clear leader▼−8Since September 2026: 61% → 53%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.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 September 2026
01NinjaOne47%3%60endorsed leader▼−3Since September 2026: 50% → 47%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.50% → 47%
NinjaOne47%3%60endorsed leader▼−3Since September 2026: 50% → 47%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.50% → 47%02Atera24%9%65accepted challenger▲+20Since September 2026: 7% → 27%, +20 points. Past the 11-point floor: movement. Read over the models both editions asked.7% → 27%
Atera24%9%65accepted challenger▲+20Since September 2026: 7% → 27%, +20 points. Past the 11-point floor: movement. Read over the models both editions asked.7% → 27%03
Action18%10%10accepted challenger▼−4Since September 2026: 11% → 7%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.11% → 7%
Action18%10%10accepted challenger▼−4Since September 2026: 11% → 7%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.11% → 7%04
Syncro6%5%39accepted challenger▼−9Since September 2026: 13% → 4%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.13% → 4%
Syncro6%5%39accepted challenger▼−9Since September 2026: 13% → 4%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.13% → 4%05
Datto RMM6%15%48accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 4%
Datto RMM6%15%48accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 4%06
N-able N-central2%22%23accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
N-able N-central2%22%23accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%Show the five products at 0%, ordered by negative rate
11
ConnectWise ScreenConnect0%85%13criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
ConnectWise ScreenConnect0%85%13criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%10
Kaseya VSA0%55%31criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Kaseya VSA0%55%31criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%09
ConnectWise RMM0%42%26criticized challenger▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 0%
ConnectWise RMM0%42%26criticized challenger▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 0%08
ConnectWise Automate0%18%22accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
ConnectWise Automate0%18%22accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%07
SuperOps0%0%18accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
SuperOps0%0%18accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.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 is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. 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.
All fifteen head-to-head pages: the top six products, each against each
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 →
0102030405060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01NinjaOne47%
NinjaOne47%02Atera24%
Atera24%03Action18%
Action18%04Syncro6%
Syncro6%05Datto RMM6%
Datto RMM6%06N-able N-central2%
N-able N-central2%07SuperOps0%
SuperOps0%08ConnectWise Automate0%
ConnectWise Automate0%09ConnectWise RMM0%
ConnectWise RMM0%10Kaseya VSA0%
Kaseya VSA0%11ConnectWise ScreenConnect0%
ConnectWise ScreenConnect0%What they warned about
Five of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Mistral Small, Llama 4 Maverick, 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.
Kaseya VSA55%
17 of 31 labels negative · 11 of 14 models · 7 hard negative
“In July 2021, the REvil ransomware group exploited a zero-day vulnerability in Kaseya VSA to push ransomware to more than 1,500 organizations” Claude Haiku 4.5, negative prompt
ConnectWise RMM42%
11 of 26 labels negative · 10 of 14 models · 3 hard negative
“Dated UI, time-consuming setup, inconsistent agent reliability... exploited zero-days in 2024-2025” Grok 4.1 Fast, negative prompt
ConnectWise ScreenConnect85%
11 of 13 labels negative · 10 of 14 models · 2 hard negative
“CVE-2024-1709 (an authentication bypass), with the latter rated CVSS 10.0 allowing unauthenticated attackers to create admin accounts and take full control of the server” Claude Haiku 4.5, negative prompt
Datto RMM15%
7 of 48 labels negative · 6 of 14 models · 1 hard negative
“cited in community warnings and commonly treated with caution because of the broader Kaseya/Datto ecosystem risk profile” Llama 4 Maverick, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
77 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. 1077 links across 222 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.
41 answers · 46 citations · 13 models
vendor site · NinjaOne35 answers · 72 citations · 14 models
vendor site · SuperOps31 answers · 37 citations · 11 models
vendor site · G228 answers · 30 citations · 10 models
vendor site · ConnectWise27 answers · 31 citations · 12 models
vendor site · Atera26 answers · 34 citations · 12 models
23 answers · 23 citations · 10 models
vendor site · G222 answers · 37 citations · 9 models
22 answers · 23 citations · 8 models
20 answers · 22 citations · 8 models
17 answers · 18 citations · 9 models
16 answers · 16 citations · 8 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.
33 answers · 11 models
25 answers · 11 models
23 answers · 10 models
21 answers · 8 models
21 answers · 9 models
20 answers · 8 models
20 answers · 12 models
16 answers · 9 models
16 answers · 8 models
14 answers · 8 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 rmm platform”, “rmm platform”, “rmm 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 | Best Google position |
|---|---|---|---|---|---|---|---|---|
| NinjaOne ninjaone.com | 47% | 388 | 18,100 | 610 | 316,268 | $17,226 | 118 | 7 |
| Atera atera.com | 24% | 341 | 18,100 | 260 | 87,774 | 120 | ||
| Action1 action1.com | 8% | 181 | 8,100 | 87 | 18,854 | $3,801 | 48 | |
| Syncro syncrosecure.com Syncro 6%, Syncro MSP 0% | 6% | 162 | 3,600 | 383 | 48,252 | $1,141 | 15 | 1 |
| Datto datto.com Datto RMM 6% | 6% | 123 | 9,900 | 805 | 35,477 company | $16 | 37 | 2 |
| N-able n-able.com N-able N-central 2%, N-able N-sight 2%, N-able 0% | 4% | 62 | 4,400 | 296 | 46,175 company | $16,177 | 84 | |
| MSP360 msp360.com MSP360 RMM 2% | 2% | 12 | 90 | 0 | 11,545 company | 42 | 6 | |
| ManageEngine parent site ManageEngine OpManager MSP 2%, ManageEngine RMM Central 0% | 2% | 5 | 8,100 | 675 | ||||
| Tactical RMM tacticalrmm.com | 2% | 11 | 1,000 | 14 | 440 | |||
| SuperOps superops.com | 0% | 55 | 1,000 | 33 | 287,437 | $18,469 | 51 | 8 |
Google's top ten for the three searches hold 24 sites; 7 of them are among the sites the models cited here (connectwise.com, g2.com, learn.g2.com, ninjaone.com, spotsaas.com, superops.com, syncrosecure.com). The first result for “best rmm platform” is syncrosecure.com.
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 RMM platform for a mid-market B2B company?”Paraphrase“Which remote monitoring and management tool for managed service providers would you recommend to a mid-sized B2B company?”Comparative“What are the top RMM platforms and how do they differ?”Budget-constrained“What is the best RMM platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a RMM platform. What should we look at?”Negative“Which RMM platforms should I avoid or be cautious about?”
Claude Haiku 4.5NinjaOneAtera, NinjaOneChangedagainst: ConnectWise RMMNinjaOneTactical RMMno first choiceagainst: BeyondTrust Remote Support, ConnectWise ScreenConnect, Datto RMM, Kaseya VSA, LogMeIn Resolve, SimpleHelp
Four alternatives
Atera, LogMeIn Resolve, N-able N-sight, SyncroSeven alternatives
Adgigy, Atera, ConnectWise Automate, Datto RMM, N-able N-central, SuperOps, SyncroFour alternatives
Atera, Domotz, Itarian, SyncroGPT-5.4 miniN-able N-centralN-able N-sightChangedNinjaOneAteraagainst: ConnectWise RMMno first choiceagainst: ConnectWise ScreenConnect, Kaseya VSA
Three alternatives
Datto RMM, Kaseya VSA, N-able N-sightThree alternatives
ConnectWise Automate, Datto RMM, Kaseya VSAFive alternatives
Atera, ConnectWise RMM, Datto RMM, Kaseya VSA, N-able N-centralOne alternative
N-able N-sightGemini 3.5 FlashNinjaOneNinjaOneHeldAtera, NinjaOneAction1NinjaOneagainst: ConnectWise Automate, Kaseya VSAagainst: Atera, ConnectWise Automate, Datto RMM, Kaseya VSA, Pulseway, Syncro, Tactical RMM
Three alternatives
Atera, Datto RMM, N-able N-centralThree alternatives
Atera, Datto RMM, N-able N-centralFive alternatives
ConnectWise Asio / ConnectWise Automate, Datto RMM, N-able, SuperOps, SyncroSix alternatives
Atera, Itarian, Level.io, MSP360 RMM, Syncro, Tactical RMMThree alternatives
Action1, Atera, ManageEngine Endpoint CentralPerplexity SonarNinjaOneagainst: N-able N-sightNinjaOneHeldNinjaOneMSP360 RMMno first choiceagainst: Atera, ConnectWise RMM, ConnectWise ScreenConnect, Kaseya-linked tools such as Datto/CentraStage
Two alternatives
Atera, SyncroThree alternatives
Atera, Datto RMM, TeamViewerSeven alternatives
Atera, ConnectWise RMM, Datto RMM, Kaseya VSA, N-able, SuperOps, SyncroThree alternatives
Atera, NinjaOne, SyncroGrok 4.1 FastNinjaOneNinjaOneHeldNinjaOneagainst: Kaseya VSAAction1no first choiceagainst: ConnectWise RMM, Kaseya VSA, N-able N-central
Two alternatives
Atera, Datto RMMFour alternatives
Atera, ConnectWise RMM, Kaseya VSA, Syncro MSPFive alternatives
Atera, ConnectWise RMM, Datto RMM, N-able N-central, SyncroFive alternatives
Atera, Level.io, MSP360 RMM, NinjaOne, SyncroMistral SmallNinjaOneDatto RMM, ManageEngine OpManager MSPChangedno first choiceSyncrono first choiceagainst: ConnectWise RMM, ConnectWise ScreenConnect, Datto RMM, Kaseya VSA
Three alternatives
Atera, ConnectWise Automate, Datto RMMOne alternative
SyncroTwo alternatives
Atera, NinjaOneDeepSeek V4 FlashNinjaOneNinjaOneHeldNinjaOneAction1against: NinjaOneNinjaOneagainst: Kaseya VSAagainst: Atera, ConnectWise RMM, Datto RMM, Kaseya VSA, N-able N-sight
Four alternatives
Atera, Datto RMM, ManageEngine OpManager MSP, SuperOpsTwo alternatives
SuperOps, SyncroEight alternatives
Atera, ConnectWise Automate, Datto RMM, Kaseya VSA, N-able N-central, N-able N-sight, SuperOps, SyncroTwo alternatives
Atera, SyncroFour alternatives
Atera, ConnectWise RMM, Datto RMM, N-ableLlama 4 MaverickAterano first choiceChangedno first choiceAterano first choiceagainst: ConnectWise RMM, ConnectWise ScreenConnect, Datto RMM
Two alternatives
Domotz, NinjaOneThree alternatives
ConnectWise Automate, Datto RMM, ManageEngine Remote Monitoring and ManagementQwen 3.7 FlashNinjaOneagainst: Kaseya VSAAteraChangedagainst: ConnectWise RMMNinjaOneagainst: Kaseya VSAAtera, Syncroagainst: ManageEngine Endpoint CentralNinjaOneagainst: ConnectWise Automate, ConnectWise ScreenConnectagainst: ConnectWise ScreenConnect, Kaseya VSA, ManageEngine OpManager, SolarWinds Orion, Spiceworks Cloud RMM
Two alternatives
ConnectWise Automate, Datto RMMOne alternative
SuperOpsTwo alternatives
ConnectWise Automate, N-ableFour alternatives
Atera, Datto RMM, Ivanti Neurons, SyncroKimi K2Atera, NinjaOneagainst: ConnectWise RMMNinjaOneChangedno first choiceAteraagainst: Kaseya VSA, N-able, NinjaOneno first choiceagainst: AnyDesk, Chrome Remote Desktop, ConnectWise RMM, DWService, Kaseya VSA, N-able N-central, TeamViewer
Two alternatives
Datto RMM, PulsewayOne alternative
AteraFour alternatives
Action1, MSP360 RMM, SuperOps, SyncroGLM 4.7 FlashXAteraagainst: Datto RMMNinjaOneChangedNinjaOneAtera, NinjaOneagainst: Syncrono first choiceagainst: Atera, ConnectWise Automate, ConnectWise ScreenConnect, Datto RMM, N-able N-central
Two alternatives
NinjaOne, SyncroTwo alternatives
Atera, Datto RMMSeven alternatives
Atera, Datto RMM, Kaseya VSA, ManageEngine RMM Central, N-able N-central, SuperOps, SyncroThree alternatives
LogMeIn Resolve, MSP360 Community Edition, Tactical RMMMiniMax M2.5Datto RMM, NinjaOneAtera, NinjaOneChangedNinjaOneAterano first choiceagainst: Atera, ConnectWise RMM, ConnectWise ScreenConnect, Fleetdeck, Kaseya VSA, NetSupport Manager, SimpleHelp
Two alternatives
Atera, DomotzFour alternatives
ConnectWise ScreenConnect, Datto RMM, ManageEngine OpManager, N-able N-centralThree alternatives
Atera, ConnectWise Automate, Datto RMMTwo alternatives
NinjaOne, SuperOpsGPT-6 LunaNinjaOneagainst: Microsoft IntuneNinjaOneHeldConnectWise RMM, NinjaOneSyncrono first choiceagainst: ConnectWise ScreenConnect, Kaseya VSA, N-able N-central, SimpleHelp
Two alternatives
ConnectWise RMM, N-able N-centralTwo alternatives
Datto RMM, N-able N-centralFive alternatives
Atera, ConnectWise Automate, Datto RMM, N-able N-central, SyncroThree alternatives
Action1, Atera, NinjaOneOne alternative
Microsoft IntuneMuse Glimmer 30BDatto RMMNinjaOneChangedNinjaOneAction1no first choiceagainst: Action1, Ammyy Admin, AnyDesk, Atera, ConnectWise ScreenConnect, Fleetdeck, Kaseya VSA, LogMeIn, MeshCentral, N-able, PDQ Connect, SimpleHelp, TeamViewer, UltraVNC
Three alternatives
Atera, ConnectWise RMM, Datto RMMSix alternatives
Atera, ConnectWise RMM, Datto RMM, Kaseya VSA, SuperOps, SyncroSix alternatives
Atera, Itarian, Level.io, ManageEngine RMM Central, NinjaOne, SyncroBold 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. Full answer text is in the free responses file. Download the record
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 | 2026-10-01 09:12 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:01 | yes | 5 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:56 | yes | 15 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 09:04 | yes | 17 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:19 | yes | 23 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:42 | yes | 15 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:33 | yes | 9 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:36 | yes | 5 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:20 | no | 0 | 34 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:41 | yes | 15 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:44 | yes | 23 | 86 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:52 | yes | 8 | 20 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:59 | yes | 4 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:53 | yes | 20 | 16 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:12 | yes | 18 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:18 | yes | 4 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:24 | yes | 14 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 12:14 | yes | 21 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:42 | yes | 22 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:23 | yes | 8 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:32 | yes | 18 | 27 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:58 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:22 | yes | 5 | 16 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:56 | yes | 19 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:31 | yes | 24 | 62 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:31 | yes | 9 | 25 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:19 | yes | 4 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:51 | yes | 11 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:27 | yes | 10 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:51 | yes | 7 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:00 | yes | 12 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 13:25 | yes | 19 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:14 | yes | 22 | 7 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:54 | yes | 13 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:51 | yes | 23 | 51 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:18 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:31 | yes | 10 | 45 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:25 | yes | 18 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:54 | yes | 22 | 45 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:38 | yes | 12 | 22 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:28 | yes | 7 | 32 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:50 | yes | 25 | 50 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:28 | yes | 10 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:50 | yes | 1 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:50 | yes | 19 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 13:36 | yes | 18 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:09 | yes | 23 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:33 | yes | 5 | 2 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:15 | yes | 24 | 25 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:42 | yes | 5 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:25 | yes | 14 | 40 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:19 | yes | 15 | 22 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:53 | yes | 20 | 50 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:45 | yes | 10 | 36 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:40 | yes | 4 | 13 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:30 | yes | 13 | 22 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:42 | no | 0 | 10 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:46 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:35 | yes | 9 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 09:21 | yes | 14 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:37 | yes | 17 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:18 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:32 | yes | 19 | 30 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:19 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:36 | no | 0 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:36 | yes | 24 | 45 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:48 | yes | 15 | 102 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:27 | yes | 10 | 14 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:49 | yes | 3 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:50 | no | 0 | 4 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:28 | yes | 33 | 14 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:22 | yes | 4 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:29 | yes | 17 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 08:05 | yes | 30 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:18 | yes | 24 | 6 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:33 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:51 | yes | 25 | 64 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:12 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:14 | no | 0 | 37 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:15 | yes | 25 | 31 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:12 | yes | 25 | 106 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:00 | yes | 5 | 11 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:12 | yes | 5 | 38 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:50 | yes | 22 | 38 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
ConnectWise read as ConnectWise RMM
ConnectWise (Automate/RMM) read as ConnectWise RMM
ConnectWise (Automate/RMM/ScreenConnect) read as ConnectWise RMM
ConnectWise (N-able) read as ConnectWise RMM
ConnectWise (ScreenConnect) read as ConnectWise RMM
ConnectWise Automate / ConnectWise RMM read as ConnectWise RMM
ConnectWise RMM / Automate read as ConnectWise RMM
Kaseya read as Kaseya VSA
Kaseya (VSA/Datto RMM) read as Kaseya VSA
MSP360 read as MSP360 RMM
Unresolved, counted raw
Adgigy
ConnectWise Asio / ConnectWise Automate
ConnectWise Manage RMM
Kaseya-linked tools such as Datto/CentraStage
MSP360 Community Edition
ManageEngine Remote Monitoring and Management
N-able nCentral
ScalePad (formerly BrightGauge)
SilverSky Managed Security Services
Spiceworks Cloud RMM
Syncro RMM
Discontinued, still offered
No shut-down product was recommended here.