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. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
50%
Clear leader
50NinjaOne RMM13Syncro11Action126others
50% of first choices, clear leader.
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.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four products at 0%, ordered by negative rate
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 twenty-eight head-to-head pages: the top eight products, each against each
NinjaOne RMM vs ConnectWise RMMNinjaOne RMM vs SuperOpsNinjaOne RMM vs ManageEngine Endpoint CentralNinjaOne RMM vs N-able N-sightSyncro vs Action1Syncro vs AteraSyncro vs ConnectWise RMMSyncro vs SuperOpsSyncro vs ManageEngine Endpoint CentralSyncro vs N-able N-sightAction1 vs AteraAction1 vs ConnectWise RMMAction1 vs SuperOpsAction1 vs ManageEngine Endpoint CentralAction1 vs N-able N-sightAtera vs ConnectWise RMMAtera vs SuperOpsAtera vs ManageEngine Endpoint CentralAtera vs N-able N-sightConnectWise RMM vs SuperOpsConnectWise RMM vs ManageEngine Endpoint CentralConnectWise RMM vs N-able N-sightSuperOps vs ManageEngine Endpoint CentralSuperOps vs N-able N-sightManageEngine Endpoint Central vs N-able N-sight
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 →
N01
02
03
04
05
06
07
08
09
10
11
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01NinjaOne RMM50%
02Syncro13%
Syncro13%03Action111%
Action111%04Atera7%
Atera7%05ConnectWise RMM4%
ConnectWise RMM4%06SuperOps2%
SuperOps2%07ManageEngine Endpoint Central2%
ManageEngine Endpoint Central2%08N-able N-sight2%
N-able N-sight2%09N-able N-central0%
N-able N-central0%10ConnectWise Automate0%
ConnectWise Automate0%11Datto RMM0%
Datto RMM0%12Kaseya VSA0%
Kaseya VSA0%What they warned about
Eight of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Mistral Small and MiniMax M2.5 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.
SimpleHelp
100%
9 of 9 labels negative · 9 of 12 models · 4 hard negative
“specifically called out in 2026 alternatives coverage for CVE-2024-57726/57727/57728, which were exploited in 2025 by Medusa and DragonForce operators” Perplexity Sonar, negative prompt
Datto RMM39%
13 of 33 labels negative · 9 of 12 models · 2 hard negative
“Datto / CentraStage / other Kaseya-linked tooling — cited in community warnings and commonly treated with caution because of the broader Kaseya/Datto ecosystem risk profile” Perplexity Sonar, negative prompt
ConnectWise RMM39%
12 of 31 labels negative · 8 of 12 models · 3 hard negative
“Platforms to Avoid Based on Usability & Vendor Lock-in ... it has a 1-star reputation on Reddit due to being difficult to use and inconsistent.” DeepSeek V4 Flash, negative prompt
ConnectWise ScreenConnect100%
8 of 8 labels negative · 8 of 12 models · 3 hard negative
“The platforms I would put in the highest-caution bucket are: - ConnectWise ScreenConnect / ConnectWise RMM — repeatedly appears in attack reporting” Perplexity Sonar, negative prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
65 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 894 links across 197 sites, every framing counted. Ranked by the number of answers carrying the site or page.
45 answers · 58 citations · 11 models
33 answers · 40 citations · 11 models
vendor site · SuperOps31 answers · 33 citations · 11 models
vendor site · G231 answers · 31 citations · 9 models
vendor site · ConnectWise23 answers · 31 citations · 9 models
22 answers · 61 citations · 10 models
vendor site · NinjaOne22 answers · 23 citations · 11 models
20 answers · 20 citations · 8 models
20 answers · 20 citations · 9 models
18 answers · 21 citations · 8 models
vendor site · Domotz16 answers · 20 citations · 7 models
vendor site · G214 answers · 27 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.
41 answers · 10 models
32 answers · 11 models
31 answers · 9 models
29 answers · 10 models
20 answers · 9 models
19 answers · 8 models
17 answers · 8 models
17 answers · 10 models
15 answers · 8 models
14 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 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 NinjaOne RMM 50% | 50% | 190 | 18,100 | 610 | 316,268 company | $17,226 | 118 | 7 |
| Syncro syncrosecure.com | 13% | 133 | 3,600 | 383 | 48,252 | $1,141 | 15 | 1 |
| Action1 action1.com | 11% | 255 | 8,100 | 87 | 18,854 | $3,801 | 48 | |
| Atera atera.com | 7% | 332 | 18,100 | 260 | 87,774 | 120 | ||
| ConnectWise RMM connectwise.com ConnectWise RMM 4%, ConnectWise Automate 0% | 4% | 68 | 720 | 37 | 117,593 | $840 | 120 | 4 |
| Tactical RMM tacticalrmm.com | 4% | 14 | 1,000 | 14 | 440 | |||
| MSP360 msp360.com MSP360 RMM 4% | 4% | 8 | 90 | 0 | 11,545 company | 42 | 6 | |
| SuperOps superops.com | 2% | 54 | 1,000 | 33 | 287,437 | $18,469 | 51 | 8 |
| ManageEngine parent site ManageEngine Endpoint Central 2%, ManageEngine RMM Central 0% | 2% | 244 | 8,100 | 675 | ||||
| N-able n-able.com N-able N-sight 2%, N-able N-central 0%, N-able 0% | 2% | 75 | 4,400 | 296 | 46,175 company | $16,177 | 84 |
Google's top ten for the three searches hold 24 sites; 9 of them are among the sites the models cited here (blog.domotz.com, connectwise.com, expertinsights.com, g2.com, learn.g2.com, ninjaone.com, reddit.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 4.5NinjaOne RMMAteraChangedNinjaOne RMMTactical RMMno first choiceagainst: Atera, BeyondTrust Remote Support, ConnectWise ScreenConnect, Itarian, NetSupport Manager, PDQ, SimpleHelp
Three alternatives
LogMeIn Resolve, ManageEngine RMM+, N-able N-centralOne alternative
SuperOpsTwo alternatives
Atera, SyncroFour alternatives
Action1, Atera, Pulseway, SyncroGPT-5.4 miniNinjaOne RMMN-able N-sightChangedNinjaOne RMMagainst: Kaseya VSAAtera, Syncroagainst: N-able N-central/N-sight, NinjaOne RMMno first choiceagainst: AnyDesk, Atera, ConnectWise ScreenConnect, SimpleHelp
Two alternatives
ConnectWise RMM, Datto RMMTwo alternatives
ConnectWise RMM, N-able N-centralSix alternatives
Atera, ConnectWise RMM, Datto RMM, N-able N-central, N-able N-sight, SyncroGemini 3.5 FlashNinjaOne RMMNinjaOne RMMHeldagainst: ConnectWise RMM, N-able N-centralNinjaOne RMMAction1NinjaOne RMMagainst: Datto RMMagainst: Atera, ConnectWise Automate, ConnectWise RMM, Datto RMM, Kaseya VSA, Syncro, Tactical RMM
Four alternatives
Atera, Datto RMM, N-able N-central, SuperOpsTwo alternatives
Atera, SuperOpsSeven alternatives
Atera, ConnectWise Automate, ConnectWise RMM, Datto RMM, N-able, Pulseway, SyncroFour alternatives
Atera, Level.io, Syncro, Tactical RMMFour alternatives
Atera, Level.io, ManageEngine Endpoint Central, SyncroPerplexity SonarNinjaOne RMMNinjaOne RMMHeldno first choiceAction1, Ateraagainst: Tactical RMMno first choiceagainst: Atera, ConnectWise ScreenConnect, Datto RMM, LogMeIn Resolve, N-able N-sight, NetSupport Manager, PDQ Connect, SimpleHelp, Syncro
Two alternatives
Atera, N-able N-centralThree alternatives
ConnectWise RMM, N-able N-central, SyncroOne alternative
SyncroGrok 4.20NinjaOne RMMagainst: Kaseya VSANinjaOne RMMHeldagainst: ConnectWise Automate, Kaseya VSANinjaOne RMMagainst: ConnectWise RMM, Datto RMM, N-able N-sight / N-centralAction1against: Datto RMM, NinjaOne RMMNinjaOne RMMagainst: ConnectWise ScreenConnect, Datto RMM, Kaseya VSA, N-able N-central/N-sight, NetSupport, SimpleHelp
Six alternatives
Atera, ConnectWise RMM, Datto RMM, N-able N-central, SuperOps, SyncroThree alternatives
Atera, Datto RMM, SyncroTwo alternatives
Atera, SyncroThree alternatives
Atera, Syncro, Tactical RMMTwo alternatives
Atera, SyncroMistral SmallNinjaOne RMMNinjaOne RMM, SyncroChangedNinjaOne RMMSyncrono first choiceagainst: Action1, AnyDesk, ConnectWise ScreenConnect, Datto RMM, GoRelo, GoToHTTP, ITAgent, Itarian, Level.io, LogMeIn Resolve, MeshCentral, N-able N-sight, NetSupport Manager, PDQ Connect, SimpleHelp, Syncro, TeamViewer Remote, Velociraptor
Two alternatives
Atera, SyncroFive alternatives
Action1, Atera, ConnectWise RMM, ManageEngine RMM Central, SyncroTwo alternatives
Atera, NinjaOne RMMDeepSeek V4 FlashNinjaOne RMMagainst: ConnectWise RMMNinjaOne RMMHeldNinjaOne RMMAction1, ManageEngine Endpoint Centralagainst: NinjaOne RMMNinjaOne RMMagainst: ConnectWise RMM, Datto RMM, Kaseya VSAagainst: BeyondTrust Remote Support, ConnectWise RMM, ConnectWise ScreenConnect, Kaseya VSA, MSP360 RMM, MeshCentral, N-able N-central, SimpleHelp, Tactical RMM
Three alternatives
Atera, SuperOps, SyncroFive alternatives
Atera, ConnectWise RMM, Datto RMM, N-able N-central, SyncroThree alternatives
Atera, SuperOps, SyncroTwo alternatives
Atera, SyncroFour alternatives
Action1, ManageEngine Endpoint Central, N-able, SuperOpsLlama 4 MaverickConnectWise RMMConnectWise RMMHeldno first choiceSyncrono first choiceagainst: ConnectWise RMM, ConnectWise ScreenConnect, GoTo Resolve, LogMeIn
Two alternatives
N-able N-sight, SuperOpsOne alternative
NinjaOne RMMOne alternative
NinjaOne RMMQwen 3.7 FlashNinjaOne RMMNinjaOne RMMHeldagainst: ConnectWise AutomateNinjaOne RMMMSP360 RMMagainst: NinjaOne RMMno first choiceagainst: BeyondTrust, ConnectWise RMM, Datto RMM, Kaseya VSA, SimpleHelp
Four alternatives
Auvik, ConnectWise Automate, Microsoft Defender for Endpoint, N-able N-sightOne alternative
AteraFour alternatives
Atera, Automox, ConnectWise Automate, SyncroTwo alternatives
Atera, ManageEngine Endpoint CentralKimi K2NinjaOne RMMNinjaOne RMMHeldagainst: ConnectWise RMM, Datto RMMNinjaOne RMMagainst: Kaseya VSASyncro, Tactical RMMagainst: MeshCentralNinjaOne RMMagainst: AnyDesk, BeyondTrust Remote Support, ConnectWise ScreenConnect, Datto RMM, Kaseya VSA, MeshCentral, N-able N-sight, SimpleHelp, TeamViewer Remote
Four alternatives
Atera, ManageEngine RMM Central, N-able N-central, SuperOpsOne alternative
AteraSeven alternatives
Acronis RMM, Atera, ConnectWise RMM, Datto RMM, ManageEngine RMM Central, N-able N-central, SyncroTwo alternatives
Atera, NinjaOne RMMFour alternatives
Atera, ConnectWise RMM, Datto RMM, N-ableGLM 4.7 FlashXNinjaOne RMMNinjaOne RMMHeldNinjaOne RMMagainst: ConnectWise RMM, Kaseya VSAMSP360 RMMagainst: MeshCentralno first choiceagainst: Atera, ConnectWise RMM, Datto RMM, N-able N-central, NinjaOne RMM, SimpleHelp, TeamViewer Remote
Four alternatives
Atera, ConnectWise RMM, N-able N-central, SyncroFive alternatives
Acronis RMM, Action1, Atera, ConnectWise RMM, ManageEngine Endpoint CentralFour alternatives
Acronis RMM, Atera, N-able, SyncroSix alternatives
Atera, Breeze, LogMeIn Resolve, NinjaOne RMM, Syncro, Tactical RMMMiniMax M2.5NinjaOne RMMSuperOps, SyncroChangedAtera, NinjaOne RMMAction1no first choiceagainst: ConnectWise RMM, Datto RMM
Three alternatives
Atera, N-able N-central, SuperOpsThree alternatives
Atera, Kaseya VSA, NinjaOne RMMNine alternatives
Acronis RMM, Barracuda RMM, ConnectWise Automate, Hexnode, ManageEngine Endpoint Central, N-able N-sight, Site24x7 MSP Edition, SuperOps, SyncroTwo alternatives
Pulseway, 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.
Seventy-two 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 | 2026-09-17 10:36 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 09:52 | yes | 3 | 9 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 12:07 | yes | 17 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 10:20 | yes | 20 | 6 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 10:14 | yes | 29 | 15 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 12:47 | yes | 12 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 13:37 | yes | 18 | 19 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 13:19 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 14:10 | no | 0 | 38 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 11:33 | yes | 10 | 55 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 10:43 | yes | 7 | 48 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 10:56 | yes | 7 | 26 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 10:29 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 11:53 | yes | 2 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 10:03 | yes | 13 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 11:23 | yes | 20 | 6 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 10:34 | yes | 13 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 10:44 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 14:05 | yes | 14 | 16 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 13:45 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 12:57 | yes | 5 | 33 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 14:02 | yes | 15 | 52 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 11:54 | yes | 9 | 132 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 10:35 | yes | 9 | 43 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 12:16 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 10:51 | yes | 5 | 11 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 11:32 | yes | 15 | 23 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 09:30 | yes | 20 | 8 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 13:16 | yes | 20 | 17 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 11:28 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 09:57 | yes | 8 | 15 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 12:23 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 11:57 | no | 0 | 41 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 13:00 | yes | 10 | 53 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 11:42 | yes | 29 | 47 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 13:14 | yes | 8 | 42 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 10:12 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 11:01 | no | 0 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 12:25 | yes | 16 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 14:10 | yes | 20 | 5 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 11:40 | yes | 41 | 16 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 11:50 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 10:09 | yes | 19 | 15 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 11:59 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 11:09 | yes | 14 | 49 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 13:19 | yes | 15 | 38 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 09:48 | yes | 18 | 75 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 10:53 | yes | 9 | 20 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 12:25 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 10:56 | no | 0 | 11 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 09:41 | yes | 19 | 31 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 13:17 | yes | 17 | 14 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 10:48 | yes | 17 | 17 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 10:25 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 14:13 | yes | 23 | 30 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 12:46 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 10:30 | no | 0 | 40 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 10:25 | yes | 14 | 28 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 14:02 | yes | 13 | 33 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 12:35 | yes | 5 | 15 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 10:01 | yes | 17 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 11:33 | yes | 4 | 19 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 11:19 | yes | 20 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 10:56 | yes | 20 | 8 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 14:15 | yes | 44 | 16 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 10:34 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 12:45 | yes | 30 | 46 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 11:17 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 11:01 | yes | 10 | 53 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 13:08 | yes | 26 | 71 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 13:53 | yes | 29 | 85 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 10:38 | yes | 10 | 30 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
Acronis Cyber Protect read as Acronis RMM
Acronis Cyber Protect Cloud read as Acronis RMM
ConnectWise read as ConnectWise RMM
ConnectWise RMM / Automate read as ConnectWise RMM
Datto read as Datto RMM
Kaseya read as Kaseya VSA
ManageEngine read as ManageEngine Endpoint Central
Ninja RMM read as NinjaOne RMM
NinjaONE read as NinjaOne RMM
NinjaOne read as NinjaOne RMM
NinjaOne (NinjaRMM) read as NinjaOne RMM
NinjaRMM read as NinjaOne RMM
TeamViewer read as TeamViewer Remote
Unresolved, counted raw
ManageEngine RMM+
NetLock RMM
PulseOn
Discontinued, still offered
No shut-down product was recommended here.