Website and synthetic monitoring
Asked as “uptime monitoring tool”, and as “synthetic and digital experience monitoring”, on behalf of a mid-market B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each. Added to the September 2026 Edition; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
24%
Contested · Better Stack 22%
24UptimeRobot22Better Stack07Datadog Synthetic Monitoring46others
24% of first choices, contested.
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 two 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.
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 →
01
02
03
04D05
06
07
08
09
10
11
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01UptimeRobot24%
UptimeRobot24%02Better Stack22%
Better Stack22%03Pingdom7%
Pingdom7%04Uptime.com7%
Uptime.com7%05Datadog Synthetic Monitoring7%
06Checkly6%
Checkly6%07Hyperping6%
Hyperping6%08Site24x74%
Site24x74%09Uptime Kuma4%
Uptime Kuma4%10New Relic Synthetics2%
New Relic Synthetics2%11StatusCake0%
StatusCake0%12Dynatrace0%
Dynatrace0%What they warned about
Zero of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX 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.
UptimeRobot26%
14 of 53 labels negative · 10 of 12 models · 3 hard negative
“If you rely on it for anything critical, the false positives alone can erode trust in your monitoring system. The ToS change was also a significant red flag” DeepSeek V4 Flash, negative prompt
Datadog Synthetic Monitoring
34%
15 of 44 labels negative · 9 of 12 models · 1 hard negative
“Mentioned in Reddit discussions as having "really scummy" sales practices” MiniMax M2.5, negative prompt
Dynatrace47%
9 of 19 labels negative · 6 of 12 models · 2 hard negative
“starts at ~$350/host/year and is designed for large-scale multicloud estates” Kimi K2, paraphrase prompt
Pingdom13%
5 of 39 labels negative · 5 of 12 models · 1 hard negative
“Aggressive pricing... Outdated metrics... False positives... Poor UI/UX... Limited integrations” MiniMax M2.5, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the twelve in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
76 of 84 answers in this category came back with a source list, from 14 of 12 models: citations where the model returns them, or the search results it consulted. 1002 links across 238 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · UptimeRobot47 answers · 92 citations · 13 models
vendor site · Hyperping41 answers · 73 citations · 12 models
vendor site · Motadata27 answers · 27 citations · 10 models
vendor site · Contentsquare19 answers · 20 citations · 12 models
vendor site · Site24x719 answers · 20 citations · 11 models
vendor site · Better Stack18 answers · 36 citations · 8 models
18 answers · 18 citations · 7 models
18 answers · 18 citations · 10 models
vendor site · CubeAPM17 answers · 18 citations · 9 models
16 answers · 16 citations · 8 models
vendor site · Uptimia14 answers · 17 citations · 8 models
13 answers · 15 citations · 9 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.
31 answers · 10 models
21 answers · 11 models
19 answers · 10 models
18 answers · 10 models
18 answers · 9 models
16 answers · 8 models
15 answers · 10 models
14 answers · 10 models
11 answers · 8 models
11 answers · 7 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 uptime monitoring tool”, “uptime monitoring tool”, “website monitoring tools”. 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 |
|---|---|---|---|---|---|---|---|---|
| UptimeRobot uptimerobot.com | 24% | 182 | 6,600 | 49 | 287,442 | 28 | ||
| Better Stack betterstack.com | 22% | 285 | 1,600 | 1,017 | 41,811 | 119 | ||
| Uptime.com uptime.com Uptime.com 7%, Uptime Kuma 4% | 11% | 59 | 110 | 2 | 50,059 | $42 | 12 | |
| Pingdom pingdom.com | 7% | 99 | 3,600 | 65 | 111,848 | 1 | ||
| Datadog parent site Datadog Synthetic Monitoring 7% | 7% | 107 | 74,000 | 3,541 | ||||
| Checkly checklyhq.com | 6% | 36 | 1,300 | 4 | 3,801 | 48 | ||
| Hyperping hyperping.com | 6% | 58 | 140 | 0 | 67,358 | |||
| Site24x7 site24x7.com | 4% | 214 | 1,300 | 61 | 174,542 | $522 | 120 | 7 |
| HetrixTools hetrixtools.com | 4% | 13 | 390 | 4 | 1,354 | 1 | ||
| New Relic newrelic.com New Relic Synthetics 2% | 2% | 76 | 14,800 | 843 | 83,276 company | $412 | 89 |
Google's top ten for the three searches hold 22 sites; 3 of them are among the sites the models cited here (dotcom-monitor.com, site24x7.com, uptimia.com). The first result for “best uptime monitoring tool” is greta.sh.
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 uptime monitoring tool for a mid-market B2B company?”Paraphrase“Which synthetic and digital experience monitoring would you recommend to a mid-sized B2B company?”Comparative“What are the top website monitoring tools and how do they differ?”Budget-constrained“What is the best uptime monitoring tool for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an uptime monitoring tool. What should we look at?”Negative“Which website monitoring tools should I avoid or be cautious about?”
Claude Haiku 4.5Better Stackagainst: Paessler PRTGPingdomChangedno first choiceagainst: Datadog Synthetic Monitoring, PingdomUptimeRobotno first choiceagainst: Checkmk, Cronitor, Datadog Synthetic Monitoring, HetrixTools, New Relic Synthetics, Site24x7, Uptime.com, UptimeRobot
Three alternatives
Site24x7, StatusCake, UptimeRobotThree alternatives
Catchpoint, Pendo, Site24x7Seven alternatives
Better Stack, Checkly, Sematext, Site24x7, Uptime Kuma, UptimeRobot, UptraceSix alternatives
Better Stack, HetrixTools, Qodex.ai, Site24x7, StatusCake, Uptime KumaGPT-5.4 miniUptime.comDatadog Synthetic MonitoringChangedStatusCakeUptimeRobotagainst: Better Stackno first choicenothing named
Two alternatives
Better Stack, PingdomTwo alternatives
Dynatrace, New Relic SyntheticsFour alternatives
Datadog Synthetic Monitoring, New Relic Synthetics, Pingdom, UptimeRobotOne alternative
Uptime KumaGemini 3.5 FlashBetter Stackagainst: Datadog Synthetic Monitoring, Dynatrace, UptimeRobotChecklyChangedagainst: Catchpoint, DynatraceBetter Stack, UptimeRobotUptime KumaBetter Stackagainst: Datadog Synthetic Monitoring, Dynatrace, New Relic Synthetics, Pingdomagainst: SolarWinds Pingdom, UptimeRobot
Two alternatives
Checkly, Uptime.comFour alternatives
Datadog Synthetic Monitoring, New Relic Synthetics, Sematext, StatusGatorSeven alternatives
Datadog Synthetic Monitoring, Dynatrace, GTmetrix / WebPageTest, Pingdom, Sentry, SpeedCurve / Calibre, VisualpingFive alternatives
Better Stack, Healthchecks.io, StatusCake, UptimeRobot, Visual SentinelThree alternatives
Oh Dear, StatusCake, UptimeRobotPerplexity SonarUptime.comDatadog Synthetic MonitoringChangedno first choiceUptimeRobotno first choicenothing named
Three alternatives
Datadog Synthetic Monitoring, Hyperping, Site24x7Four alternatives
Checkly, Dynatrace, Pingdom, Uptime.comEight alternatives
Better Stack, Datadog Synthetic Monitoring, Dynatrace, Hyperping, New Relic Synthetics, Site24x7, Uptime.com, UptimeRobotThree alternatives
Site24x7, StatusCake, Uptime KumaGrok 4.1 FastPingdomagainst: Datadog Synthetic Monitoring, New Relic SyntheticsDatadog Synthetic MonitoringChangedagainst: DynatraceUptimeRobotagainst: New Relic SyntheticsUptimeRobotno first choiceagainst: Uptime.com, UptimeRobot, Uptrends
Three alternatives
Site24x7, StatusCake, UptimeRobotTwo alternatives
New Relic Synthetics, Site24x7Three alternatives
Datadog Synthetic Monitoring, Pingdom, Site24x7Four alternatives
Freshping, Jetpack, Pingdom, Uptime KumaThree alternatives
Better Stack, Hyperping, UptimeRobotMistral SmallBetter Stack, Hyperpingagainst: Datadog Synthetic Monitoringno first choiceChangedno first choiceUptimeRobotagainst: Zabbixno first choiceagainst: UptimeRobot
Two alternatives
Oh Dear, StatusCakeSix alternatives
Datadog Synthetic Monitoring, FullSession, New Relic Synthetics, Pingdom, Site24x7, UptimeRobotOne alternative
Uptime KumaDeepSeek V4 FlashBetter Stackagainst: UptimeRobotSite24x7Changedagainst: Catchpoint, Datadog Synthetic Monitoring, DynatraceHyperping, UptimeRobotHetrixTools, UptimeRobotno first choiceagainst: Pingdom, Uptime.com, UptimeRobot
Two alternatives
Pingdom, Uptime.comThree alternatives
Checkly, New Relic Synthetics, ThousandEyesSix alternatives
Better Stack, Datadog Synthetic Monitoring, New Relic Synthetics, Pingdom, Site24x7, Uptime.comTwo alternatives
Site24x7, Uptime KumaLlama 4 MaverickManageEngine's OpManagerno first choiceChangedno first choiceBetter Stack, Hyperping, UptimeRobotno first choiceagainst: Better Stacknothing named
One alternative
UptimeRobotQwen 3.7 FlashBetter Stackagainst: Datadog Synthetic MonitoringCatchpoint, SolarWinds App OpticsChangedagainst: Datadog Synthetic Monitoring, DynatracePingdom, UptimeRobotUptimeRobotPingdomagainst: Datadog Synthetic Monitoring, New Relic Synthetics, UptimeRobotagainst: Distill.io, Pingdom, UptimeRobot, Visualping
Three alternatives
Atlassian Statuspage, Checkly, Site24x7Two alternatives
Checkly, Site24x7Five alternatives
Checkly, Datadog Synthetic Monitoring, Dotcom-Monitor, Dynatrace, FreshpingThree alternatives
Better Stack, Checkly, FreshpingEight alternatives
Better Stack, Checkmk, Dotcom-Tool, Dynatrace, Hyperping, StatusCake, Uptime Kuma, Uptime.comKimi K2Better StackUptrendsChangedagainst: Catchpoint, Datadog Synthetic Monitoring, Dynatrace, ThousandEyesno first choiceagainst: Datadog Synthetic Monitoring, Dynatrace, New Relic SyntheticsUptimeRobotBetter Stack, Uptime.com, UptimeRobotagainst: Datadog Synthetic Monitoringagainst: SolarWinds, Uptime.com, UptimeRobot
Three alternatives
Pingdom, Site24x7, UptimeRobotThree alternatives
New Relic Synthetics, Pingdom, SolarWinds ObservabilitySeven alternatives
Better Stack, Checkly, Pingdom, Site24x7, StatusCake, Uptime Kuma, UptimeRobotSix alternatives
Cronitor, HetrixTools, Hyperping, StatusCake, Uptime Kuma, ZabbixOne alternative
PagerDutyGLM 4.7 FlashXUptime.comCheckly, Site24x7Changedagainst: Catchpoint, Contentsquare, Dynatrace, ThousandEyesSite24x7Uptime Kuma, UptimeRobotno first choicenothing named
Two alternatives
Better Stack, HyperpingTwo alternatives
Datadog Synthetic Monitoring, New Relic SyntheticsEight alternatives
Better Stack, Checkly, Datadog Synthetic Monitoring, Hyperping, New Relic Synthetics, Pingdom, Plerdy, UptimeRobotThree alternatives
Better Stack, Pulsetic, ZabbixMiniMax M2.5Better Stack, PingdomDatadog Synthetic MonitoringChangedno first choiceUptimeRobotno first choiceagainst: Datadog Synthetic Monitoring, Pingdom, Sentry, UptimeRobot
Two alternatives
Datadog Synthetic Monitoring, Site24x7One alternative
New Relic SyntheticsSix alternatives
Better Stack, Datadog Synthetic Monitoring, Pingdom, Site24x7, Uptime Kuma, UptimeRobotThree alternatives
HostTracker, Site24x7, StatusCakeBold 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
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 | 2026-10-05 01:55 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:36 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:57 | yes | 17 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 22:17 | yes | 20 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:35 | yes | 24 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:23 | yes | 11 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:24 | yes | 22 | 49 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:13 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:36 | no | 0 | 26 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:14 | yes | 14 | 41 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:42 | yes | 23 | 35 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:03 | yes | 12 | 23 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:27 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:37 | yes | 6 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:15 | yes | 14 | 31 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 00:42 | yes | 19 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:36 | yes | 22 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:39 | no | 0 | 2 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:37 | yes | 23 | 38 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:44 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:53 | yes | 5 | 29 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:42 | yes | 21 | 34 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:06 | yes | 12 | 51 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:24 | no | 0 | 55 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:17 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:37 | yes | 5 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:56 | yes | 9 | 19 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:16 | yes | 18 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:13 | yes | 17 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:44 | yes | 10 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:29 | yes | 20 | 143 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:38 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:45 | yes | 5 | 24 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:14 | yes | 14 | 28 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:19 | yes | 18 | 35 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:58 | yes | 15 | 22 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:46 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:37 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:18 | yes | 6 | 20 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:06 | yes | 20 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:12 | yes | 13 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:20 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:27 | yes | 19 | 27 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:42 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:07 | no | 0 | 25 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:02 | yes | 10 | 12 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:55 | yes | 10 | 48 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:33 | yes | 13 | 28 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:43 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:40 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:06 | no | 0 | 18 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 01:30 | yes | 20 | 8 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:02 | yes | 14 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:19 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:16 | yes | 14 | 50 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:07 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:59 | yes | 9 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:05 | yes | 23 | 30 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:01 | yes | 14 | 83 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:28 | yes | 5 | 15 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:20 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:05 | yes | 5 | 10 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:48 | yes | 21 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 01:08 | yes | 20 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:51 | yes | 25 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:20 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:17 | yes | 25 | 27 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:59 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:18 | yes | 15 | 35 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:51 | yes | 24 | 40 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:58 | yes | 25 | 96 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:57 | yes | 25 | 44 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
Datadog read as Datadog Synthetic Monitoring
Datadog (DEM) read as Datadog Synthetic Monitoring
Datadog Synthetics read as Datadog Synthetic Monitoring
Motadata read as Motadata ObserveOps
New Relic read as New Relic Synthetics
Unresolved, counted raw
ChangeTower / PageCrawl
Distill.io
Dotcom-Tool
GTmetrix / WebPageTest
HTML-Diff
Kentik Synthetics
ManageEngine's OpManager
PageCrawl
Pendo
Plerdy
Qodex.ai
SolarWinds App Optics
SpeedCurve / Calibre
Splunk Real User Monitoring
Visual Sentinel
Discontinued, still offered
No shut-down product was recommended here.