Website and synthetic monitoring for small business buyers
Asked as “uptime monitoring tool”, and as “synthetic and digital experience monitoring”, on behalf of a small B2B company. 60 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; 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
45%
Clear leader
45UptimeRobot13Better Stack08Site24x733others
45% 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 fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the three 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
UptimeRobot vs Datadog Synthetic MonitoringUptimeRobot vs ChecklyUptimeRobot vs HyperpingUptimeRobot vs Site24x7Better Stack vs PingdomBetter Stack vs Uptime.comBetter Stack vs Datadog Synthetic MonitoringBetter Stack vs ChecklyBetter Stack vs HyperpingBetter Stack vs Site24x7Pingdom vs Uptime.comPingdom vs Datadog Synthetic MonitoringPingdom vs ChecklyPingdom vs HyperpingPingdom vs Site24x7Uptime.com vs Datadog Synthetic MonitoringUptime.com vs ChecklyUptime.com vs HyperpingUptime.com vs Site24x7Datadog Synthetic Monitoring vs ChecklyDatadog Synthetic Monitoring vs HyperpingDatadog Synthetic Monitoring vs Site24x7Checkly vs HyperpingCheckly vs Site24x7Hyperping vs Site24x7
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
04
05
06
07
08
09
10D11
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01UptimeRobot45%
UptimeRobot45%02Better Stack13%
Better Stack13%03Site24x78%
Site24x78%04StatusCake7%
StatusCake7%05Checkly5%
Checkly5%06New Relic Synthetics3%
New Relic Synthetics3%07Pingdom2%
Pingdom2%08Hyperping2%
Hyperping2%09Uptime Kuma0%
Uptime Kuma0%10Dynatrace0%
Dynatrace0%11Datadog Synthetic Monitoring0%
What they warned about
Zero of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
New Relic Synthetics76%
19 of 25 labels negative · 11 of 14 models · 4 hard negative
“overpriced for simple monitoring... SMBs report it as feature-bloated and not cost-effective” Grok 4.1 Fast, negative prompt
Datadog Synthetic Monitoring
86%
19 of 22 labels negative · 10 of 14 models · 5 hard negative
“Avoid buying Datadog, New Relic, Dynatrace, AppDynamics, LogicMonitor unless you actually need full-stack APM” Muse Glimmer 30B, negative prompt
Dynatrace91%
10 of 11 labels negative · 8 of 14 models · 3 hard negative
“It's enterprise APM overkill—avoid unless you have complex apps and big budgets.” Grok 4.1 Fast, negative prompt
Pingdom20%
8 of 41 labels negative · 5 of 14 models · 2 hard negative
“Avoid tools that are enterprise-grade (New Relic, Datadog), overpriced for basic features (Pingdom)” DeepSeek V4 Flash, 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
74 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. 944 links across 212 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · UptimeRobot50 answers · 98 citations · 14 models
vendor site · Hyperping32 answers · 46 citations · 12 models
vendor site · Motadata29 answers · 32 citations · 11 models
vendor site · Site24x724 answers · 31 citations · 12 models
23 answers · 23 citations · 10 models
vendor site · G221 answers · 27 citations · 12 models
vendor site · Better Stack20 answers · 34 citations · 9 models
vendor site · OnlineOrNot20 answers · 20 citations · 9 models
vendor site · Contentsquare19 answers · 25 citations · 11 models
19 answers · 20 citations · 9 models
vendor site · DebugBear18 answers · 18 citations · 10 models
17 answers · 21 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.
23 answers · 10 models
23 answers · 10 models
20 answers · 11 models
19 answers · 9 models
18 answers · 8 models
17 answers · 9 models
15 answers · 9 models
13 answers · 8 models
12 answers · 9 models
12 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 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 | 45% | 182 | 6,600 | 49 | 287,442 | 28 | ||
| Better Stack betterstack.com | 13% | 285 | 1,600 | 1,017 | 41,811 | 119 | ||
| Site24x7 site24x7.com | 8% | 214 | 1,300 | 61 | 174,542 | $522 | 120 | 7 |
| StatusCake statuscake.com | 7% | 51 | 720 | 3 | 1,930 | 2 | ||
| Checkly checklyhq.com | 5% | 36 | 1,300 | 4 | 3,801 | 48 | ||
| Uptrends uptrends.com | 3% | 13 | 1,000 | 126 | 26,943 | 24 | ||
| New Relic newrelic.com New Relic Synthetics 3% | 3% | 76 | 14,800 | 843 | 83,276 company | $412 | 89 | |
| Pingdom pingdom.com | 2% | 99 | 3,600 | 65 | 111,848 | 1 | ||
| Hyperping hyperping.com | 2% | 58 | 140 | 0 | 67,358 | |||
| Freshping | 2% | 260 | 1 |
Google's top ten for the three searches hold 22 sites; 2 of them are among the sites the models cited here (dotcom-monitor.com, 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 a small B2B company?”Paraphrase“Which synthetic and digital experience monitoring would you recommend to a small business that sells to other businesses?”Comparative“What are the top website monitoring tools for a small team and how do they differ?”Budget-constrained“What is the best uptime monitoring tool for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an uptime monitoring tool. What should we look at?”Negative“Which website monitoring tools should a small business avoid or be cautious about?”
Claude Haiku 4.5UptimeRobotSematextChangedStatusCake, UptimeRobotUptimeRobotno first choiceagainst: LogRocket, New Relic Synthetics, Raygun, Site24x7, UptimeRobot
Four alternatives
Better Stack, OnlineOrNot, Pingdom, StatusCakeThree alternatives
Freshping, Pingdom, UptimeRobotThree alternatives
Better Stack, New Relic Synthetics, Uptime KumaThree alternatives
HetrixTools, StatusCake, Uptime KumaGPT-5.4 miniUptimeRobot SoloCheckly, New Relic SyntheticsChangedagainst: DynatraceUptimeRobotUptimeRobotagainst: Better Stack, Pingdom, Site24x7no first choiceagainst: Datadog Synthetic Monitoring, New Relic Synthetics, StatusGator, UptimeRobot
Two alternatives
Better Stack, PingdomTwo alternatives
Datadog Synthetic Monitoring, Elastic SyntheticsFour alternatives
Better Stack, Pingdom, Site24x7, Uptime KumaGemini 3.5 FlashBetter Stackagainst: Datadog Synthetic Monitoring, New Relic SyntheticsBetter Stack, ChecklyChangedagainst: Datadog Synthetic Monitoring, Dynatrace, New Relic SyntheticsBetter Stackagainst: Datadog Synthetic Monitoring, New Relic SyntheticsUptimeRobotBetter Stackagainst: Uptime Kumaagainst: Bugsnag, Datadog Synthetic Monitoring, Dynatrace, FullStory, Hotjar, LogRocket, Nagios, New Relic Synthetics, Prometheus + Grafana, Rollbar, Sentry, SolarWinds Pingdom, Zabbix
Three alternatives
Oh Dear, Uptime Kuma, UptimeRobotThree alternatives
DebugBear, OnlineOrNot, SematextFour alternatives
DebugBear, StatusCake, Uptime Kuma, UptimeRobotThree alternatives
Better Stack, Healthchecks.io, Uptime KumaThree alternatives
Checkly, Oh Dear, UptimeRobotPerplexity SonarUptimeRobotUptrendsChangedUptimeRobotUptimeRobotagainst: Better Stackno first choicenothing named
Three alternatives
StatusCake, Uptime Kuma, Uptime.comThree alternatives
Checkly, Pingdom, Site24x7Four alternatives
Oh Dear, Pingdom, Site24x7, StatusCakeOne alternative
StatusCakeGrok 4.1 FastUptimeRobotCheckly, UptimeRobotChangedagainst: Datadog Synthetic Monitoring, New Relic Synthetics, Pingdom, Site24x7UptimeRobotUptimeRobotagainst: Pingdom, Uptime KumaUptimeRobotagainst: Uptime Kumaagainst: Datadog Synthetic Monitoring, Dynatrace, New Relic Synthetics, Pingdom, Site24x7, Uptime.com, Uptrends
Four alternatives
Better Stack, Hyperping, Pingdom, StatusCakeFour alternatives
Better Stack, Freshping, Pingdom, StatusCakeOne alternative
NodePingThree alternatives
Better Stack, Pingdom, StatusCakeMistral SmallUptimeRobotBetter Stack, Microsoft ClarityChangedagainst: Datadog Synthetic Monitoring, FullStorySite24x7, UptimeRobotagainst: Datadog Synthetic Monitoring, New Relic SyntheticsUptimeRobotno first choiceagainst: New Relic Synthetics
Two alternatives
Oh Dear, PulseticThree alternatives
Hotjar, Pingdom, UptimeRobotOne alternative
PingdomDeepSeek V4 FlashBetter Stack, Honeybadgeragainst: Datadog Synthetic Monitoring, New Relic SyntheticsSite24x7Changedagainst: Datadog Synthetic Monitoring, FullStoryUptime Kuma, UptimeRobotagainst: PingdomUptimeRobotUptimeRobotagainst: Uptime Kumaagainst: Better Stack, Datadog Synthetic Monitoring, New Relic Synthetics, Pingdom, UptimeRobot
Three alternatives
Oh Dear, Uptime Kuma, UptimeRobotThree alternatives
Checkly, Pingdom, UptimeRobotThree alternatives
Better Stack, Site24x7, StatusCakeThree alternatives
Notifier, Pulsetic, Uptime KumaFive alternatives
Better Stack, Checkly, Datadog Synthetic Monitoring, OnlineOrNot, PingdomLlama 4 MaverickUptimeRobotUptrendsChangedUptimeRobotUptimeRobotno first choiceagainst: UptimeRobot
Two alternatives
Hyperping, OnlineOrNotThree alternatives
DebugBear, Dynatrace, Motadata ObserveOpsThree alternatives
DebugBear, Motadata ObserveOps, Site24x7Three alternatives
Better Stack, Hyperping, OnlineOrNotQwen 3.7 FlashStatusCakeSite24x7ChangedFreshping, UptimeRobotUptimeRobotBetter Stack, UptimeRobotagainst: Datadog Synthetic Monitoring, New Relic Syntheticsagainst: AppDynamics, Bluehost, Datadog Synthetic Monitoring, Dynatrace, GoDaddy, New Relic Synthetics, SiteGround, Wix
Three alternatives
Pingdom, Pulsetic, UptimeRobotTwo alternatives
Checkly, PingdomThree alternatives
Better Stack, Pingdom, StatusCakeThree alternatives
Better Stack, Checkly, HostTrackerTwo alternatives
SolarWinds Pingdom, StatusCakeKimi K2Pulsetic, UptimeRobotSite24x7Changedagainst: Datadog Synthetic Monitoring, Dynatrace, New Relic SyntheticsStatusCake, UptimeRobotStatusCakeagainst: Pingdom, Site24x7Better Stack, Hyperpingagainst: Datadog Synthetic Monitoring, Dynatrace, New Relic Synthetics
Four alternatives
Better Stack, Hyperping, Pingdom, Uptime.comThree alternatives
Better Stack, Pingdom, UptimeRobotFour alternatives
Better Stack, Checkly, Pingdom, Site24x7Two alternatives
Better Stack, UptimeRobotOne alternative
UptimeRobotGLM 4.7 FlashXUptimeRobotFreshping, HotjarChangedStatusCake, UptimeRobotUptimeRobotPingdom, StatusCake, UptimeRobotagainst: AlertBot, AppDynamics, Hexometer, New Relic Browser, Pingdom, Site24x7, SmartBear AlertSite
Four alternatives
Better Stack, Hyperping, Pingdom, StatusCakeFive alternatives
FullSession, FullStory, Pingdom, UptimeRobot, UptrendsFive alternatives
Better Stack, Hyperping, Pingdom, Pulsetic, Site24x7Three alternatives
Cronitor, Dotcom-Monitor, HyperpingMiniMax M2.5UptimeRobotSite24x7ChangedBetter StackStatusCake, UptimeRobotno first choiceagainst: Datadog Synthetic Monitoring, Dynatrace, New Relic Synthetics
Three alternatives
Oh Dear, Pingdom, StatusCakeFour alternatives
Checkly, New Relic Synthetics, Pingdom, UptimeRobotThree alternatives
Pingdom, Site24x7, UptimiaOne alternative
Uptime KumaGPT-6 LunaBetter StackNew Relic SyntheticsChangedUptimeRobotUptimeRobotno first choiceagainst: Datadog Synthetic Monitoring, Dynatrace, New Relic Synthetics, StatusCake, Uptime Kuma, UptimeRobot
Two alternatives
Checkly, UptimeRobotOne alternative
ChecklyThree alternatives
Better Stack, Checkly, PingdomOne alternative
Uptime KumaMuse Glimmer 30BUptimeRobotSite24x7ChangedUptimeRobotUptimeRobotno first choiceagainst: AppDynamics, Datadog Synthetic Monitoring, Dotcom-Monitor, Dynatrace, LogicMonitor, New Relic Synthetics, Versionista
Three alternatives
Hyperping, Oh Dear, OnlineOrNotTwo alternatives
Checkly, NoibuFive alternatives
Better Stack, OnlineOrNot, Pingdom, Site24x7, StatusCakeThree alternatives
Freshping, HetrixTools, Uptime KumaBold 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 | 2026-10-04 22:53 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:58 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:14 | yes | 23 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 22:35 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:10 | yes | 14 | 6 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:19 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:46 | yes | 25 | 42 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:45 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:24 | yes | 8 | 29 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:45 | yes | 12 | 21 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:49 | yes | 10 | 23 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:47 | yes | 5 | 23 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:13 | yes | 3 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:54 | yes | 12 | 16 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:24 | yes | 17 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:15 | yes | 2 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:54 | yes | 10 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 01:32 | yes | 19 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:25 | yes | 22 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:40 | no | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:16 | yes | 21 | 35 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:56 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:38 | yes | 13 | 53 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:30 | yes | 20 | 23 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:37 | yes | 24 | 30 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:10 | yes | 15 | 86 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:02 | yes | 3 | 26 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:47 | yes | 24 | 28 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:41 | yes | 10 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:22 | yes | 4 | 11 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:49 | yes | 6 | 23 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 01:29 | yes | 17 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:05 | yes | 22 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:13 | yes | 9 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:55 | yes | 20 | 54 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:47 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:39 | no | 0 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:53 | yes | 14 | 28 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:09 | yes | 20 | 42 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:55 | yes | 14 | 39 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:14 | yes | 4 | 14 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:48 | yes | 11 | 19 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:04 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:37 | yes | 4 | 3 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:49 | yes | 14 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 23:59 | yes | 19 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:22 | yes | 23 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:53 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:46 | yes | 17 | 42 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:43 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:47 | no | 0 | 25 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:08 | yes | 11 | 26 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:57 | yes | 9 | 11 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:07 | no | 0 | 9 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:41 | yes | 3 | 10 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:31 | yes | 15 | 18 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:46 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:21 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:41 | yes | 15 | 29 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 23:01 | yes | 18 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:18 | yes | 14 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:24 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:32 | yes | 20 | 33 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:54 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:28 | no | 0 | 31 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:31 | yes | 19 | 23 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:41 | yes | 15 | 173 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:59 | yes | 5 | 21 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:17 | yes | 2 | 17 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:56 | no | 0 | 3 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:01 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:16 | yes | 2 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:12 | yes | 25 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 01:06 | yes | 17 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:24 | yes | 21 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:39 | yes | 13 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:28 | yes | 24 | 51 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:41 | yes | 5 | 5 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:58 | no | 0 | 29 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:48 | yes | 17 | 18 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:58 | yes | 12 | 92 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:38 | yes | 14 | 31 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:08 | yes | 4 | 16 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:29 | yes | 20 | 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.
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Category-scoped readings
Datadog read as Datadog Synthetic Monitoring
Datadog (APM) 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
AlertBot
ChangeTower
Elastic Synthetics
Hexometer
Microsoft Clarity
Montastic
NodePing
Noibu
Notifier
Sentry Free Tier
SmartBear AlertSite
Upptime
UptimeRobot Solo
Versionista
Discontinued, still offered
No shut-down product was recommended here.