Observability platforms
Asked as “observability platform”, and as “full-stack monitoring platform for logs, metrics and traces”, on behalf of a mid-market B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
29%
Contested · New Relic 27%
29Grafana27New Relic23Datadog21others
29% 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 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 fifteen head-to-head pages: the top six products, each against each
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Grafana29%
Grafana29%02New Relic27%
New Relic27%03Datadog23%
Datadog23%04SigNoz8%
SigNoz8%05Honeycomb4%
Honeycomb4%06OpenObserve2%
OpenObserve2%07Dynatrace0%
Dynatrace0%08Elastic Observability0%
Elastic Observability0%09Splunk Observability Cloud0%
Splunk Observability Cloud0%What they warned about
Six of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, DeepSeek V4 Flash, Llama 4 Maverick, Kimi K2 and GLM 4.7 FlashX 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.
Datadog38%
24 of 63 labels negative · 11 of 12 models · 5 hard negative
“Platforms to Approach with Caution ... 1. Datadog ... Unpredictable, rapidly escalating costs” Kimi K2, negative prompt
New Relic25%
16 of 64 labels negative · 10 of 12 models · 5 hard negative
“New Relic transitioned from simple ingest pricing to a "Compute Capacity Unit" (CCU) model. This has been widely criticized by developers for being opaque.... The Trap: It penalizes investigation.” Qwen 3.7 Flash, negative prompt
Splunk Observability Cloud40%
12 of 30 labels negative · 9 of 12 models · 2 hard negative
“Extremely expensive - Historically known for some of the highest costs in the industry” Kimi K2, negative prompt
Dynatrace32%
13 of 41 labels negative · 8 of 12 models · 2 hard negative
“Proprietary OneAgent instrumentation creates vendor lock-in ... Opaque pricing” Kimi K2, 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
62 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. 791 links across 199 sites, every framing counted. Ranked by the number of answers carrying the site or page.
29 answers · 30 citations · 10 models
29 answers · 29 citations · 9 models
vendor site · Coralogix27 answers · 30 citations · 10 models
vendor site · Uptrace25 answers · 27 citations · 11 models
vendor site · Augment Code23 answers · 24 citations · 10 models
vendor site · Motadata23 answers · 24 citations · 10 models
vendor site · OpenObserve19 answers · 29 citations · 8 models
17 answers · 38 citations · 9 models
vendor site · CubeAPM16 answers · 19 citations · 9 models
vendor site · Grafana15 answers · 23 citations · 8 models
15 answers · 15 citations · 7 models
vendor site · New Relic13 answers · 17 citations · 6 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.
29 answers · 9 models
28 answers · 10 models
23 answers · 10 models
23 answers · 10 models
23 answers · 11 models
20 answers · 9 models
15 answers · 7 models
11 answers · 6 models
8 answers · 5 models
8 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 observability platform”, “observability platform”, “observability 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 |
|---|---|---|---|---|---|---|---|---|
| Grafana grafana.com Grafana 29%, Grafana LGTM Stack 2%, Prometheus + Grafana 2%, Grafana Loki 0% and 1 more | 33% | 277 | 40,500 | 2,627 | 84,520 | 116 | ||
| New Relic newrelic.com | 27% | 595 | 14,800 | 843 | 83,276 | $412 | 89 | 4 |
| Datadog datadoghq.com | 23% | 590 | 74,000 | 3,541 | 159,408 | $633 | 120 | |
| SigNoz signoz.io | 8% | 179 | 2,400 | 52 | 7,244 | 1 | ||
| Honeycomb honeycomb.io | 4% | 105 | 135,000 | 13,732 | 6,603 | 65 | ||
| Middleware.io middleware.io | 4% | 43 | 30 | 0 | 7,321 | |||
| OpenObserve openobserve.ai | 2% | 85 | 1,600 | 9 | 4,825 | 7 | 8 | |
| Dynatrace dynatrace.com | 0% | 676 | 22,200 | 1,106 | 62,738 | $3,941 | 120 | |
| Elastic elastic.co Elastic Observability 0%, Elastic Stack 0% | 0% | 154 | 74,000 | 34,672 | 208,306 company | 105 | ||
| Uptrace uptrace.dev | 0% | 27 | 210 | 3 | 7,088 |
Google's top ten for the three searches hold 17 sites; 5 of them are among the sites the models cited here (gartner.com, motadata.com, newrelic.com, openobserve.ai, reddit.com). The first result for “best observability platform” is reddit.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 observability platform for a mid-market B2B company?”Paraphrase“Which full-stack monitoring platform for logs, metrics and traces would you recommend to a mid-sized B2B company?”Comparative“What are the top observability platforms and how do they differ?”Budget-constrained“What is the best observability platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an observability platform. What should we look at?”Negative“Which observability platforms should I avoid or be cautious about?”
Claude Haiku 4.5no first choiceagainst: Datadog, Prometheus + Grafana, Splunk Observability CloudMiddleware.io, OpenObserveChangedDatadogMiddleware.iono first choicenothing named
Three alternatives
Datadog, Grafana Loki, GraylogOne alternative
DynatraceFour alternatives
Grafana, New Relic, OpenObserve, SigNozGPT-5.4 miniNew Relicagainst: DatadogNew RelicHeldno first choiceGrafanaagainst: Datadog, New Relicno first choiceagainst: Datadog, Dynatrace, New Relic, Splunk Observability Cloud
Two alternatives
Grafana, HoneycombThree alternatives
Datadog, Dynatrace, GrafanaFour alternatives
Grafana Loki, OpenTelemetry, Prometheus, TempoGemini 3.5 FlashHoneycombagainst: Datadog, PrometheusNew RelicChangedagainst: DatadogDatadog, DynatraceGrafana, Honeycombagainst: Datadogno first choiceagainst: Datadog, Grafana, Legacy Cisco / AppDynamics, New Relic, OpenSearch, Prometheus, Splunk Observability Cloud
Three alternatives
Coralogix, Grafana, New RelicThree alternatives
Better Stack, Grafana, SigNozFive alternatives
Chronosphere, Grafana Labs, Honeycomb, New Relic, Splunk Observability CloudFive alternatives
Better Stack, New Relic, OpenObserve, SigNoz, UptracePerplexity SonarDatadogagainst: DynatraceDatadogHeldno first choiceGrafanaagainst: New Relicno first choiceagainst: Chronosphere, Datadog, Dynatrace, Metoro, New Relic
Two alternatives
Grafana, New RelicTwo alternatives
Dynatrace, New RelicTwo alternatives
Better Stack, OpenObserveGrok 4.20New Relicagainst: Splunk Observability CloudNew RelicHeldDatadogGrafana, Grafana LGTM Stackagainst: Datadog, Dynatrace, New RelicDatadogagainst: Splunk Observability Cloudagainst: Datadog, Dynatrace, Monte Carlo, New Relic
Three alternatives
Datadog, Dynatrace, Grafana Cloud / LGTM StackThree alternatives
Datadog, Dynatrace, GrafanaSix alternatives
Dynatrace, Elastic Observability, Grafana Cloud / LGTM Stack, Honeycomb, New Relic, Splunk Observability CloudThree alternatives
Better Stack, Honeycomb, SigNozTwo alternatives
Dynatrace, New RelicMistral SmallDatadog, New RelicDatadog, New RelicHeldDatadogGrafanaagainst: Prometheus + GrafanaGrafanaagainst: Datadog, Dynatrace, New Relicagainst: New Relic, Splunk Observability Cloud
Two alternatives
Motadata ObserveOps, Sumo LogicTwo alternatives
Elastic Observability, GrafanaSix alternatives
Chronosphere, Dynatrace, Elastic Observability, Grafana Labs, New Relic, Splunk Observability CloudTwo alternatives
Netdata, OpenObserveOne alternative
OpenTelemetryDeepSeek V4 FlashNew RelicGrafanaChangedagainst: DatadogDatadogGrafanaagainst: New RelicGrafanaagainst: Datadog, Dynatraceagainst: Datadog, Dynatrace, Elastic Observability, New Relic, Splunk Observability Cloud
Two alternatives
Datadog, GrafanaThree alternatives
New Relic, SigNoz, UptraceSix alternatives
Dynatrace, Honeycomb, New Relic, OpenObserve, Prometheus + Grafana, SigNozFour alternatives
Grafana Loki, Prometheus, SigNoz, TempoTwo alternatives
New Relic, SigNozLlama 4 MaverickNew Relicagainst: Datadogno first choiceChangedno first choiceGrafana, SigNozno first choiceagainst: Datadog, Dynatrace, Grafana Labs, New Relic
Two alternatives
Motadata ObserveOps, UptraceQwen 3.7 FlashDatadogagainst: Dynatrace, Splunk Observability CloudDatadogHeldagainst: DynatraceDatadog, Dynatraceagainst: Splunk Observability CloudSigNozagainst: Datadog, New Relicno first choiceagainst: Datadog, Dynatrace, Grafana, New Relic, Prometheus, Splunk Observability Cloud
Three alternatives
Coralogix, Grafana, New RelicTwo alternatives
Grafana, New RelicFive alternatives
Elastic Observability, Grafana, Honeycomb, New Relic, SentryThree alternatives
Grafana, Honeycomb, PrometheusKimi K2Datadog, New RelicGrafanaChangedagainst: Datadogno first choiceGrafana, SigNozagainst: DatadogDatadog, Grafana, New Relic, SigNozagainst: Datadog, Dynatrace, New Relic, Splunk Observability Cloud
Three alternatives
Dynatrace, Grafana, HoneycombOne alternative
New RelicThree alternatives
Grafana LGTM Stack, New Relic, UptraceOne alternative
OpenObserveGLM 4.7 FlashXDatadogNew RelicChangedagainst: DatadogDatadogGrafana, Prometheus + Grafanano first choiceagainst: Amazon CloudWatch, Datadog, New Relic, Splunk Observability Cloud
Four alternatives
Grafana, Honeycomb, New Relic, UptraceTwo alternatives
Coralogix, HoneycombThree alternatives
Dynatrace, Grafana, New RelicNine alternatives
AWS X-Ray, CloudWatch, Datadog, Grafana Loki, Honeycomb, Jaeger, New Relic, OpenTelemetry, SigNozMiniMax M2.5Datadog, New RelicDatadog, New RelicHeldno first choiceGrafanano first choicenothing named
Four alternatives
Dynatrace, Elastic Observability, Grafana + Prometheus + Loki, Splunk Observability CloudOne alternative
GrafanaFour alternatives
Better Stack, New Relic, Site24x7, UptraceBold 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 08:48 | no | 0 | 6 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 09:12 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 08:52 | yes | 12 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 09:02 | 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 09:08 | yes | 19 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 08:27 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 09:07 | yes | 9 | 12 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 08:54 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 08:33 | no | 0 | 40 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 08:48 | yes | 10 | 57 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 08:23 | yes | 13 | 54 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 08:32 | no | 0 | 67 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 08:30 | yes | 9 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 09:08 | yes | 4 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 08:54 | yes | 11 | 26 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 08:24 | 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 08:28 | yes | 19 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 08:27 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 08:49 | yes | 10 | 14 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 09:01 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 08:50 | no | 0 | 41 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 08:28 | yes | 18 | 37 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 08:51 | yes | 49 | 65 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 08:32 | yes | 5 | 26 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 08:41 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 08:36 | yes | 5 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 08:28 | yes | 21 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 08:32 | yes | 20 | 7 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 08:24 | yes | 26 | 16 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 08:57 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 09:12 | yes | 7 | 15 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 09:08 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 08:35 | yes | 5 | 31 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 08:49 | yes | 9 | 32 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 08:34 | yes | 10 | 130 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 08:43 | yes | 5 | 80 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 08:30 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 09:09 | yes | 6 | 7 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 08:57 | yes | 13 | 26 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 09:08 | yes | 20 | 6 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 09:02 | yes | 15 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 08:41 | yes | 15 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 08:59 | yes | 10 | 11 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 08:50 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 08:39 | yes | 15 | 55 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 09:00 | yes | 10 | 22 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 08:27 | no | 0 | 28 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 08:20 | yes | 8 | 18 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 08:58 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 08:51 | no | 0 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 08:20 | yes | 10 | 27 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 08:30 | yes | 20 | 8 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 09:12 | yes | 15 | 13 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 08:54 | no | 0 | 11 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 08:25 | yes | 22 | 23 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 08:32 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 08:17 | yes | 5 | 40 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 09:01 | yes | 20 | 80 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 09:03 | yes | 14 | 55 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 08:37 | yes | 5 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 08:28 | no | 0 | 3 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 09:09 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 08:29 | yes | 16 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 08:39 | yes | 20 | 6 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 08:54 | yes | 19 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 08:47 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 08:17 | yes | 28 | 26 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 08:42 | yes | 9 | 5 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 08:21 | yes | 20 | 68 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 08:44 | yes | 15 | 43 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 08:35 | yes | 33 | 87 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 08:18 | no | 0 | 54 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
ELK read as Elastic Stack
ELK Stack (Elasticsearch, Logstash, Kibana) read as Elastic Stack
Elastic read as Elastic Observability
Elastic (ELK Stack) read as Elastic Observability
Grafana Cloud read as Grafana
Grafana Cloud (LGTM stack) read as Grafana
Grafana Cloud (Loki/Tempo/Prometheus) read as Grafana
Grafana LGTM read as Grafana LGTM Stack
Grafana Stack read as Grafana
Grafana Stack (Grafana Cloud / On-Prem) read as Grafana
IBM read as IBM Instana
Splunk read as Splunk Observability Cloud
Splunk (A Cisco Company) read as Splunk Observability Cloud
Splunk (Observability Cloud) read as Splunk Observability Cloud
Splunk (Standard Enterprise Log Platform) read as Splunk Observability Cloud
Unresolved, counted raw
Chronograf + InfluxDB
Grove
Legacy Cisco / AppDynamics
Science Logic
The Open Source Stack (Prometheus + Grafana + Loki + Tempo)
Discontinued, still offered
No shut-down product was recommended here.