Web analytics for enterprise buyers
Asked as “web analytics platform”, and as “website traffic analytics tool”, on behalf of an enterprise B2B company. 51 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
41%
Clear leader
41Adobe Analytics16Google Analytics 36010Google Analytics 433others
41% 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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the five 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.
Google Analytics 360 is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other thirteen models eight times of 52. Google Analytics 4 is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other thirteen models five times of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
For buyers
Head to head
All twenty-eight head-to-head pages: the top eight products, each against each
Google Analytics 4 vs Microsoft ClarityGoogle Analytics 4 vs HubSpot Marketing HubGoogle Analytics 4 vs MatomoGoogle Analytics 4 vs PostHogAmplitude vs MixpanelAmplitude vs DealfrontAmplitude vs Microsoft ClarityAmplitude vs HubSpot Marketing HubAmplitude vs MatomoAmplitude vs PostHogMixpanel vs DealfrontMixpanel vs Microsoft ClarityMixpanel vs HubSpot Marketing HubMixpanel vs MatomoMixpanel vs PostHogDealfront vs Microsoft ClarityDealfront vs HubSpot Marketing HubDealfront vs MatomoDealfront vs PostHogMicrosoft Clarity vs HubSpot Marketing HubMicrosoft Clarity vs MatomoMicrosoft Clarity vs PostHogHubSpot Marketing Hub vs MatomoHubSpot Marketing Hub vs PostHogMatomo vs PostHog
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
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Adobe Analytics41%
Adobe Analytics41%02Google Analytics 36016%
Google Analytics 36016%03Google Analytics 410%
Google Analytics 410%04Piwik PRO4%
Piwik PRO4%05Mixpanel4%
Mixpanel4%06Matomo2%
Matomo2%07Amplitude0%
Amplitude0%08Snowplow0%
Snowplow0%09Fullstory0%
Fullstory0%10Heap0%
Heap0%11Plausible Analytics0%
Plausible Analytics0%What they warned about
Five of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, 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.
Google Analytics 454%
22 of 41 labels negative · 13 of 14 models · 8 hard negative
“Large enterprises should **avoid or be extremely cautious** about: 1. **Standard Google Analytics 4** due to compliance risks and sampling limitations” Kimi K2, negative prompt
Adobe Analytics22%
14 of 64 labels negative · 11 of 14 models · 1 hard negative
“Adobe faces complaints about a steep learning curve, confusing navigation, and slow loading times” Claude Haiku 4.5, negative prompt
Amplitude25%
9 of 36 labels negative · 7 of 14 models · 2 hard negative
“**Avoid these for your specific need:** - **Amplitude/Mixpanel/Heap** — They charge per event or per MTU” DeepSeek V4 Flash, budget prompt
Mixpanel21%
8 of 39 labels negative · 5 of 14 models · 1 hard negative
“**Avoid these for your specific need:** - **Amplitude/Mixpanel/Heap**” DeepSeek V4 Flash, budget 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
75 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. 1091 links across 352 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 · Matomo34 answers · 50 citations · 14 models
vendor site · Fullstory32 answers · 44 citations · 11 models
vendor site · LinkedIn25 answers · 26 citations · 9 models
vendor site · UXCam21 answers · 23 citations · 9 models
vendor site · Improvado20 answers · 21 citations · 10 models
vendor site · Similarweb20 answers · 20 citations · 11 models
vendor site · Amplitude19 answers · 23 citations · 9 models
19 answers · 19 citations · 10 models
18 answers · 26 citations · 11 models
vendor site · Mixpanel17 answers · 21 citations · 10 models
vendor site · Statsig16 answers · 16 citations · 8 models
vendor site · Cometly15 answers · 26 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.
29 answers · 10 models
21 answers · 9 models
21 answers · 9 models
20 answers · 11 models
14 answers · 7 models
14 answers · 9 models
13 answers · 8 models
13 answers · 7 models
12 answers · 9 models
11 answers · 6 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best web analytics platform”, “web analytics platform”. 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 |
|---|---|---|---|---|---|---|---|
| Adobe parent site Adobe Analytics 41%, Adobe Customer Journey Analytics 2%, Adobe Marketo Measure 0% | 43% | 206 | 1,220,000 | 117,563 | |||
| Google parent site Google Analytics 360 16% | 16% | 57 | 2,900 | 46 | |||
| Matomo matomo.org Matomo On-Premise 8%, Matomo 2%, Matomo Cloud 2% | 12% | 167 | 1,900 | 87 | 35,015 company | 9 | |
| Google analytics.google.com Google Analytics 4 10% | 10% | 474 | 9,900 | 348 | |||
| Piwik PRO piwik.pro | 4% | 45 | 390 | 4 | 95,862 | 8 | |
| Mixpanel mixpanel.com | 4% | 466 | 12,100 | 458 | 20,284 | $458 | 11 |
| Dreamdata dreamdata.io | 4% | 125 | 1,000 | 6 | 4,088 | 20 | |
| HockeyStack hockeystack.com | 2% | 98 | 3,600 | 46 | 3,061 | 15 | |
| Factors.ai factors.ai | 2% | 91 | 590 | 1 | 8,319 | 31 | |
| Cloudflare Web Analytics | 2% |
Google's top ten for the two searches hold 17 sites; 0 of them are among the sites the models cited here. The first result for “best web analytics platform” is databox.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 web analytics platform for an enterprise B2B company?”Paraphrase“Which website traffic analytics tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade web analytics platforms and how do they differ?”Budget-constrained“What is the best web analytics platform 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 a web analytics platform. What should we look at?”Negative“Which web analytics platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceAdobe Analytics, Google Analytics 4ChangedAdobe AnalyticsGoogle Analytics 360against: Amplitude, Heap, PostHogno first choiceagainst: Adobe Analytics, Ahrefs Web Analytics, Google Analytics 4, Heap
Two alternatives
Amplitude, MixpanelTwo alternatives
Countly, Piano AnalyticsTwo alternatives
Mixpanel, Tableau EmbeddedGPT-5.4 miniAdobe Analyticsagainst: Amplitude, MixpanelAdobe AnalyticsHeldAdobe AnalyticsMatomoagainst: Adobe Analytics, Snowplowno first choiceagainst: Adobe Analytics, Google Analytics 4
One alternative
Google Analytics 360Two alternatives
Google Analytics 360, Piwik PRO EnterpriseSix alternatives
Amplitude, Contentsquare, Google Analytics 360, Matomo, Mixpanel, Piwik PROOne alternative
Piwik PROGemini 3.5 FlashDreamdata, Factors.aiAdobe AnalyticsChangedno first choicePiwik PROno first choiceagainst: Google Analytics 4against: Adobe Analytics, Fathom, Google Analytics 4, Plausible Analytics, Shopify-native analytics, Simple Analytics
Seven alternatives
6sense, Adobe Analytics, Adobe Marketo Measure, Demandbase, Google Analytics 4, HockeyStack, Piwik PROFour alternatives
Amplitude, Google Analytics 4, Mixpanel, Piwik PROFour alternatives
Google Analytics 360, Looker Studio, Matomo, SnowplowFive alternatives
Adobe Analytics, Amplitude, Heap, Matomo, Piwik PROPerplexity SonarAdobe AnalyticsAdobe AnalyticsHeldAdobe Analytics, Google Analytics 360Matomo On-Premiseagainst: Google Analytics 4no first choiceagainst: Adobe Analytics, Google Analytics 4
Three alternatives
Cometly, Fullstory, Google Analytics 4Four alternatives
Dealfront, Google Analytics 4, Similarweb, ZoomInfoFive alternatives
Contentsquare, Fullstory, Piano Analytics, Similarweb, SnowplowTwo alternatives
PostHog, UmamiGrok 4.1 FastAdobe AnalyticsAdobe AnalyticsHeldagainst: Amplitude, Google Analytics 4, Mixpanelno first choiceAdobe Analytics, Google Analytics 360against: Amplitude, Fullstory, Google Analytics 4, Heap, Mixpanel, Plausible Analytics, StatsigMixpanelagainst: Fathom, GA360, Google Analytics 4, Hotjar, Matomo free tier, Microsoft Clarity, Mixpanel, Plausible Analytics
Three alternatives
Amplitude, Google Analytics 360, MixpanelOne alternative
Google Analytics 360One alternative
MatomoFour alternatives
Amplitude, Fullstory, Piwik PRO, StatsigMistral SmallAdobe Analytics, Google Analytics 4Adobe Analytics, Google Analytics 4HeldAdobe AnalyticsAdobe Analytics, Google Analytics 360against: Amplitude, Fullstory, Hotjarno first choiceagainst: Google Analytics 4
Three alternatives
IBM Watson Customer Experience Analytics, Matomo, MixpanelFive alternatives
Google Analytics 360, IBM Watson Marketing Insights, Matomo for Enterprise, Mixpanel, SnowplowOne alternative
StatsigDeepSeek V4 FlashAdobe Analyticsagainst: HeapGoogle Analytics 360ChangedAdobe AnalyticsGoogle Analytics 360, Piwik PROagainst: Adobe Analytics, Amplitude, Google Analytics 4, Heap, Mixpanelno first choiceagainst: Adobe Analytics, Google Analytics 360, Plausible Analytics, Simple Analyticsagainst: Amplitude, Clicky, Contentsquare, Fathom, Google Analytics 4, Matomo, Mixpanel, Open Web Analytics, Piwik PRO, Plausible Analytics, PostHog
Seven alternatives
6sense, Amplitude, Demandbase, Google Analytics 360, HockeyStack, Pendo, Ruler AnalyticsFour alternatives
Adobe Analytics, Matomo, Piwik PRO, SimilarwebFive alternatives
Amplitude, Contentsquare, Google Analytics 360, Matomo, MixpanelOne alternative
Marin SoftwareThree alternatives
Amplitude, Matomo, Piwik PROLlama 4 Maverickno first choiceCloudflare Web AnalyticsChangedno first choiceGoogle Analytics 4against: Adobe AnalyticsMixpanelagainst: Adobe Analytics, Google Analytics 4
Three alternatives
Dealfront, Mixpanel, SimilarwebOne alternative
SemrushFour alternatives
Fullstory, Glassbox, Piwik PRO, Seven by Radost ITQwen 3.7 FlashAdobe Analyticsagainst: Google Analytics 4Google Analytics 4ChangedAdobe AnalyticsMatomo (formerly Piwik) Cloudagainst: Adobe Analytics, Amplitudeno first choiceagainst: Adobe SiteCatalyst, Google Analytics 4, Hotjar, Mixpanel, Salesforce Commerce Cloud Standard Analytics, Shopify Analytics
Three alternatives
Dreamdata, HockeyStack, Ruler AnalyticsTwo alternatives
Adobe Analytics, MatomoFour alternatives
Amplitude, Google Analytics 360, Matomo, MixpanelThree alternatives
ClickHouse, Google Analytics 4, SnowflakeKimi K2Adobe AnalyticsAdobe AnalyticsHeldagainst: Google Analytics 4no first choiceMatomo On-Premiseagainst: Adobe Analytics, Amplitude, Google Analytics 360, Mixpanelno first choiceagainst: Ackee, Google Analytics 4, Plausible Analytics, Umami
Four alternatives
6sense, Demandbase, Google Analytics 360, MixpanelThree alternatives
6sense, Demandbase, ZoomInfoOne alternative
Matomo Cloud EnterpriseFive alternatives
Adobe Analytics, Amplitude, Matomo, Piano Analytics, Piwik PROGLM 4.7 FlashXAdobe AnalyticsGoogle Analytics 360Changedagainst: IBM Digital AnalyticsGoogle Analytics 4Google Analytics 360, Matomo Cloudagainst: Adobe Analyticsno first choicenothing named
Four alternatives
Amplitude, Fullstory, Google Analytics 4, MixpanelThree alternatives
Adobe Analytics, Amplitude, MixpanelSeven alternatives
Adobe Analytics, Amplitude, Fullstory, Heap, Matomo, Mixpanel, Quantum MetricMiniMax M2.5Adobe Analytics, HockeyStackno first choiceChangedno first choiceMatomo On-Premiseno first choiceagainst: Adobe Analytics, Google Analytics 4against: Google Analytics 4
Three alternatives
Adobe Marketo Measure, Google Analytics 4, MatomoTwo alternatives
Adobe Analytics, Google Analytics 360GPT-6 LunaAdobe Customer Journey AnalyticsAdobe AnalyticsChangedAdobe Analytics, Google Analytics 360Matomo On-Premiseno first choiceagainst: Adobe Analytics, Google Analytics 4, Microsoft Clarity
Two alternatives
Amplitude, Google Analytics 360Two alternatives
Adobe Customer Journey Analytics, Google Analytics 360Seven alternatives
Amplitude, Contentsquare, Heap, Matomo, Mixpanel, Piwik PRO, SnowplowMuse Glimmer 30BAdobe Analytics, Dreamdataagainst: Google Analytics 4Adobe AnalyticsChangedAdobe Analytics, Google Analytics 360, Google Analytics 4Google Analytics 360no first choiceagainst: Google Analytics 4, Hotjar, Microsoft Clarity
Four alternatives
Adobe Marketo Measure, CaliberMind, HockeyStack, Piwik PROTwo alternatives
Google Analytics 360, Matomo Enterprise Web AnalyticsFour alternatives
Matomo, Piano Analytics, Piwik PRO Enterprise, SnowplowThree alternatives
Adobe Analytics, Matomo On-Premise Community, Plausible AnalyticsBold 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 23:48 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:16 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:14 | yes | 19 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 23:14 | yes | 20 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:22 | yes | 24 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:53 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:45 | yes | 25 | 75 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:57 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:47 | yes | 19 | 43 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:40 | yes | 15 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:13 | yes | 13 | 32 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:34 | yes | 8 | 30 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:10 | yes | 3 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:19 | yes | 24 | 23 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:04 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:13 | yes | 3 | 3 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:20 | no | 0 | 14 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 22:21 | yes | 20 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:40 | yes | 15 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:17 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:42 | yes | 25 | 34 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:45 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:41 | no | 0 | 25 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:22 | yes | 19 | 32 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:42 | yes | 25 | 49 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:20 | no | 0 | 53 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:36 | yes | 2 | 10 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:31 | yes | 15 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:32 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:38 | yes | 8 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:04 | yes | 20 | 35 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:26 | yes | 19 | 3 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:57 | yes | 19 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:47 | yes | 20 | 12 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:16 | yes | 24 | 77 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:14 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:33 | yes | 10 | 44 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:46 | yes | 20 | 36 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:10 | yes | 15 | 60 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:21 | yes | 25 | 32 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:14 | yes | 8 | 25 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:27 | yes | 12 | 28 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:52 | yes | 16 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:45 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:19 | yes | 20 | 34 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 22:30 | yes | 20 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:15 | yes | 22 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:42 | yes | 10 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:17 | yes | 24 | 69 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:03 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:27 | no | 0 | 31 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:59 | yes | 25 | 67 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:02 | yes | 13 | 34 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:42 | yes | 23 | 51 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:37 | yes | 2 | 12 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:55 | yes | 21 | 34 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:14 | yes | 18 | 10 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:15 | yes | 2 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:21 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:20 | yes | 18 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:43 | yes | 15 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:33 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:56 | yes | 25 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:20 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:03 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:45 | yes | 20 | 23 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:03 | yes | 15 | 35 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:11 | yes | 23 | 30 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:45 | yes | 4 | 22 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:46 | yes | 15 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:35 | yes | 27 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:54 | yes | 4 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:12 | yes | 10 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:54 | yes | 20 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:31 | yes | 23 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:30 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:34 | yes | 21 | 98 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:51 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:09 | yes | 5 | 22 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:28 | yes | 22 | 33 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:26 | yes | 17 | 91 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:19 | yes | 10 | 32 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:40 | yes | 3 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:28 | yes | 23 | 32 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
Hubspot Analytics read as HubSpot Marketing Hub
Plausible read as Plausible Analytics
Unresolved, counted raw
AT Internet
Ackee
Adobe SiteCatalyst (pre-AA)
Ahrefs Web Analytics
Decibel Insight
Heap Premier
IBM Watson Customer Experience Analytics
IBM Watson Marketing Insights
Matomo (formerly Piwik) Cloud
Matomo Cloud
Matomo Cloud Enterprise
Matomo Enterprise Web Analytics
Matomo On-Premise Community
Matomo for Enterprise
Matomo free tier
Open Web Analytics (OWA)
Piwik PRO Enterprise
Salesforce Commerce Cloud Standard Analytics
Seven by Radost IT
Shopify Analytics
Shopify-native analytics
Tableau Embedded
Wide Angle Analytics
Discontinued, still offered
No shut-down product was recommended here.