Website and synthetic monitoring for enterprise buyers
Asked as “uptime monitoring tool”, and as “synthetic and digital experience monitoring”, on behalf of an enterprise B2B company. 50 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 · Datadog Synthetic Monitoring 18%
24Dynatrace18Datadog Synthetic Monitoring18Uptime.com40others
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 an enterprise 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.
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 →
01D02
03
04
05
06
07
08
09
10
11
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Dynatrace24%
Dynatrace24%02Datadog Synthetic Monitoring18%
03Uptime.com18%
Uptime.com18%04UptimeRobot16%
UptimeRobot16%05Hyperping6%
Hyperping6%06Catchpoint4%
Catchpoint4%07New Relic Synthetics2%
New Relic Synthetics2%08Better Stack2%
Better Stack2%09Site24x70%
Site24x70%10Cisco ThousandEyes0%
Cisco ThousandEyes0%11AppDynamics0%
AppDynamics0%12Pingdom0%
Pingdom0%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.
UptimeRobot36%
14 of 39 labels negative · 9 of 12 models · 9 hard negative
“UptimeRobot (Free/Basic Plans) - Primary concern: Designed for simple uptime checks only — lacks synthetic transaction monitoring” MiniMax M2.5, negative prompt
Datadog Synthetic Monitoring
23%
13 of 56 labels negative · 9 of 12 models · 4 hard negative
“Tools like **Datadog**, **PagerDuty**, and **Better Stack** charge per user/seat, which becomes unpredictable and expensive at scale” Kimi K2, budget prompt
New Relic Synthetics21%
7 of 33 labels negative · 7 of 12 models · 2 hard negative
“I would **avoid Datadog or New Relic** if your only need is uptime monitoring” GPT-5.4 mini, budget prompt
Pingdom44%
11 of 25 labels negative · 7 of 12 models · 2 hard negative
“Examples: Basic/Free tiers of UptimeRobot, Pingdom, or simple cron-job ping scripts... Why to avoid them” Gemini 3.5 Flash, 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
74 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. 1062 links across 263 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · UptimeRobot39 answers · 114 citations · 13 models
vendor site · Hyperping35 answers · 63 citations · 11 models
vendor site · Motadata24 answers · 25 citations · 9 models
vendor site · CubeAPM19 answers · 22 citations · 10 models
vendor site · G217 answers · 24 citations · 10 models
vendor site · Better Stack16 answers · 36 citations · 10 models
vendor site · Site24x716 answers · 17 citations · 9 models
vendor site · Contentsquare15 answers · 18 citations · 8 models
15 answers · 15 citations · 7 models
15 answers · 15 citations · 9 models
vendor site · Uptime.com14 answers · 24 citations · 10 models
vendor site · Gitnux14 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.
26 answers · 11 models
18 answers · 10 models
18 answers · 10 models
16 answers · 9 models
15 answers · 7 models
15 answers · 9 models
13 answers · 8 models
12 answers · 8 models
10 answers · 9 models
10 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 |
|---|---|---|---|---|---|---|---|
| Dynatrace dynatrace.com | 24% | 700 | 22,200 | 1,106 | 62,738 | $3,941 | 120 |
| Datadog parent site Datadog Synthetic Monitoring 18% | 18% | 107 | 74,000 | 3,541 | |||
| Uptime.com uptime.com | 18% | 59 | 110 | 2 | 50,059 | $42 | 12 |
| UptimeRobot uptimerobot.com UptimeRobot 16%, UptimeRobot's Enterprise plan 2% | 18% | 182 | 6,600 | 49 | 287,442 | 28 | |
| Hyperping hyperping.com | 6% | 58 | 140 | 0 | 67,358 | ||
| Catchpoint catchpoint.com | 4% | 27 | 1,000 | 25 | 44,364 | ||
| New Relic newrelic.com New Relic Synthetics 2%, New Relic Browser 0% | 2% | 76 | 14,800 | 843 | 83,276 company | $412 | 89 |
| Better Stack betterstack.com | 2% | 285 | 1,600 | 1,017 | 41,811 | 119 | |
| OneUptime oneuptime.com | 2% | 15 | |||||
| Prometheus + Grafana grafana.com | 2% | 89 | 299 | 84,520 | 116 |
Google's top ten for the three searches hold 22 sites; 1 of them are among the sites the models cited here (site24x7.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 an enterprise B2B company?”Paraphrase“Which synthetic and digital experience monitoring would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade website monitoring tools and how do they differ?”Budget-constrained“What is the best uptime monitoring tool for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating an uptime monitoring tool. What should we look at?”Negative“Which website monitoring tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceDynatraceChangedDatadog Synthetic MonitoringHyperpingagainst: Cronitor, Datadog Synthetic Monitoringno first choiceagainst: LogRocket, Raygun
Three alternatives
Catchpoint, Datadog Synthetic Monitoring, Site24x7Five alternatives
Catchpoint, Dotcom-Monitor, Dynatrace, Uptime.com, ZabbixOne alternative
PulseticGPT-5.4 miniUptime.comDynatraceChangedDatadog Synthetic Monitoring, New Relic SyntheticsUptimeRobotagainst: Datadog Synthetic Monitoring, New Relic Syntheticsno first choicenothing named
Two alternatives
Datadog Synthetic Monitoring, DynatraceTwo alternatives
Catchpoint, Cisco ThousandEyesFour alternatives
AppDynamics, Catchpoint, Cisco ThousandEyes, DynatraceOne alternative
PingdomGemini 3.5 FlashDatadog Synthetic Monitoringagainst: DynatraceDynatraceChangedDynatraceUptime.comagainst: Datadog Synthetic Monitoring, PagerDutyBetter Stackagainst: AWS CloudWatch, Azure Monitor, Cabot, Datadog Synthetic Monitoring, Dynatrace, Google Cloud Operations, Nagios, New Relic Synthetics, Pingdom, Uptime Kuma, UptimeRobot
Four alternatives
Better Stack, Catchpoint, Checkly, Site24x7Five alternatives
Catchpoint, Cisco ThousandEyes, ControlUp, Datadog Synthetic Monitoring, NexthinkFour alternatives
Datadog Synthetic Monitoring, LogicMonitor, New Relic Synthetics, Site24x7Three alternatives
Oh Dear, OneUptime, Prometheus + GrafanaFour alternatives
Catchpoint, Checkly, Datadog Synthetic Monitoring, New Relic SyntheticsPerplexity SonarDatadog Synthetic MonitoringDynatraceChangedno first choicePrometheus + Grafanaagainst: UptimeRobotno first choiceagainst: Amazon CloudWatch, Dynatrace, Jaeger, Prometheus, UptimeRobot, Uptrends
Two alternatives
Uptime.com, UptimeRobotThree alternatives
Catchpoint, Datadog Synthetic Monitoring, New Relic SyntheticsThree alternatives
Mimir, Thanos, Uptime.comGrok 4.1 FastDatadog Synthetic Monitoringagainst: Dynatrace, UptimeRobotDynatraceChangedPingdom, Site24x7UptimeRobot's Enterprise planagainst: Datadog Synthetic Monitoring, New Relic Synthetics, Pingdom, Uptime.comUptimeRobotagainst: HetrixTools, Nagios, Pingdom, Prometheus, Pulsetic, UptimeRobot, Zabbix
Two alternatives
New Relic Synthetics, PingdomThree alternatives
Catchpoint, Datadog Synthetic Monitoring, New Relic SyntheticsFour alternatives
Datadog Synthetic Monitoring, Dynatrace, New Relic Synthetics, Uptime.comOne alternative
HyperpingThree alternatives
Better Stack, Pingdom, Uptime.comMistral SmallUptimeRobotCatchpoint, New Relic SyntheticsChangedHyperpingagainst: AppDynamics, UptimeRobotUptimeRobotagainst: Datadog Synthetic Monitoring, New Relic Synthetics, Pingdomno first choiceagainst: Dynatrace, UptimeRobot
Two alternatives
ManageEngine OpManager, Oh DearOne alternative
DynatraceFour alternatives
Better Stack, Datadog Synthetic Monitoring, New Relic Browser, Uptime.comDeepSeek V4 FlashUptime.comagainst: UptimeRobotDynatraceChangedagainst: Datadog Synthetic Monitoring, GrafanaDynatraceUptimeRobotagainst: Better Stack, Datadog Synthetic MonitoringUptime.comagainst: Statuspageagainst: Datadog Synthetic Monitoring, New Relic Synthetics, Pingdom, StatusCake, UptimeRobot
Four alternatives
Better Stack, Datadog Synthetic Monitoring, Pingdom, StatusCakeTwo alternatives
Cisco ThousandEyes, New Relic SyntheticsSix alternatives
AppDynamics, Cisco ThousandEyes, Datadog Synthetic Monitoring, New Relic Synthetics, Pingdom, Site24x7One alternative
HyperpingThree alternatives
Better Stack, Site24x7, UptimeRobotLlama 4 Maverickno first choiceDynatraceChangedno first choiceHyperpingPulsetic, Uptime.comnothing named
Four alternatives
Kentik, Motadata ObserveOps, Nexthink, ThousandEyesTwo alternatives
CubeAPM, UptimeRobotOne alternative
UptrendsQwen 3.7 FlashDatadog Synthetic Monitoring, DynatraceDynatraceChangedDatadog Synthetic MonitoringOneUptimeagainst: Datadog Synthetic Monitoring, Opsgenie, PagerDutyno first choiceagainst: Catchpoint, HostTracker, Nagios, New Relic Synthetics, Pingdom, Prometheus, Site24x7, StatusCake, UptimeRobot, Zabbix
Three alternatives
Checkly, PagerDuty, StatuspageThree alternatives
AppDynamics, Datadog Synthetic Monitoring, ThousandEyesFour alternatives
AppDynamics, Cisco ThousandEyes, Dynatrace, New Relic SyntheticsOne alternative
Uptime KumaKimi K2Uptime.comDynatraceChangedDatadog Synthetic Monitoring, Dynatraceagainst: AppDynamics, PingdomUptimeRobotagainst: Better Stack, Datadog Synthetic Monitoring, PagerDuty, PingdomUptime.comagainst: Pingdomagainst: Datadog Synthetic Monitoring, Dynatrace, Nagios, New Relic Synthetics, Pingdom, UptimeRobot
Four alternatives
Better Stack, Datadog Synthetic Monitoring, Site24x7, UptimeRobotThree alternatives
Catchpoint, Cisco ThousandEyes, Datadog Synthetic MonitoringThree alternatives
New Relic Synthetics, Site24x7, SolarWinds Web Performance MonitorOne alternative
UptimeHubFour alternatives
AlertifyPro, OneUptime, Site24x7, UptimeRobotGLM 4.7 FlashXDatadog Synthetic MonitoringDynatraceChangedno first choiceHyperpingagainst: Better Stack, Cronitor, OneUptimeno first choicenothing named
Two alternatives
Better Stack, Uptime.comSix alternatives
Cisco ThousandEyes, ControlUp, Datadog Synthetic Monitoring, Dotcom-Monitor, Nexthink, Splunk Synthetic MonitoringTen alternatives
Catchpoint, Datadog Synthetic Monitoring, Dynatrace, Keynote, New Relic Synthetics, Pingdom, Route 53 Health Checks, Site24x7, StatusCake, UptimeRobotOne alternative
UptimeRobotMiniMax M2.5Datadog Synthetic Monitoring, UptimeRobotDatadog Synthetic Monitoring, DynatraceChangedagainst: Catchpoint, Site24x7Datadog Synthetic Monitoring, DynatraceUptime.comagainst: UptimeRobotno first choiceagainst: Freshping, UptimeRobot
Two alternatives
Statuspage, ZabbixFour alternatives
Cisco ThousandEyes, Microsoft Endpoint Analytics, New Relic Synthetics, NexthinkFour alternatives
New Relic Synthetics, Pingdom, Site24x7, SolarWindsOne alternative
UptrendsBold 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 01:08 | no | 0 | 6 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:24 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:59 | yes | 9 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 01:37 | yes | 19 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:24 | yes | 21 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:12 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:51 | yes | 23 | 23 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:57 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:01 | no | 0 | 27 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:23 | yes | 19 | 38 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:40 | yes | 25 | 44 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:00 | yes | 5 | 32 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:08 | yes | 18 | 11 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:50 | yes | 6 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:36 | yes | 8 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 01:11 | yes | 19 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:57 | yes | 19 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:34 | yes | 5 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:13 | yes | 23 | 45 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:33 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:06 | no | 0 | 31 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:18 | yes | 17 | 23 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:41 | yes | 23 | 31 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:55 | yes | 9 | 80 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:23 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:39 | yes | 6 | 11 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:48 | yes | 27 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:58 | yes | 20 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:38 | yes | 18 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:18 | yes | 6 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:43 | yes | 24 | 48 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:27 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:53 | no | 0 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:53 | yes | 14 | 32 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:43 | no | 0 | 26 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:55 | yes | 10 | 20 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:20 | yes | 17 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:27 | yes | 4 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:28 | yes | 14 | 29 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 01:31 | yes | 20 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:47 | yes | 20 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:45 | yes | 20 | 18 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:17 | yes | 22 | 48 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:30 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:47 | yes | 17 | 95 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:59 | yes | 22 | 25 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:09 | yes | 18 | 155 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:42 | yes | 19 | 51 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:39 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:11 | yes | 4 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:48 | yes | 23 | 33 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 01:05 | yes | 20 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:37 | yes | 16 | 14 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:20 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:30 | yes | 19 | 74 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:51 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:48 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:15 | yes | 23 | 53 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:13 | yes | 14 | 39 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:53 | yes | 8 | 19 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:40 | yes | 26 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:30 | no | 0 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:33 | yes | 7 | 26 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:32 | yes | 19 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:51 | yes | 17 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:10 | yes | 13 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:29 | yes | 23 | 82 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:55 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:47 | no | 0 | 34 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:04 | yes | 24 | 40 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:55 | yes | 21 | 126 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:33 | yes | 22 | 66 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 (Synthetic Monitoring) 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
AlertPing Enterprise
Blue Triangle
Cabot
Cisco ThousandEyes Endpoint Experience
Distill
Dynatrace Digital Experience Monitoring / Dynatrace Synthetic Monitoring
Dynatrace UEM
Gitter
Grafana Cloud Synthetic Monitoring
IBM Cloud Monitoring
Keynote
Pulsetic Solo
Route 53 Health Checks
SolarWinds Synthetics
Splunk Synthetic Monitoring
Statuspage.io
UptimeHub
UptimeRobot's Enterprise plan
Discontinued, still offered
No shut-down product was recommended here.