Session replay and heatmaps for enterprise buyers
Asked as “session replay and heatmap tool”, and as “website visitor behavior analytics tool”, on behalf of an enterprise B2B company. 59 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
36%
Contested · Contentsquare 14%
36Fullstory14Contentsquare12Quantum Metric39others
36% of first choices, contested.
Since October 2026▲+8Since October 2026: 28% → 36%, +8 points. Inside the 11-point floor: within noise.Fullstory held the lead, +8 points on 28%, inside the 11-point floor.
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.
Small business
Microsoft Clarity65%Clear leader▼−5Since October 2026: 70% → 65%, −5 points. Inside the 11-point floor: within noise.Standing →Mid-marketMicrosoft Clarity45%Clear leader▲+12Since October 2026: 33% → 45%, +12 points. Past the 11-point floor: movement.Standing →Enterprise
Fullstory36%Contested▲+8Since October 2026: 28% → 36%, +8 points. Inside the 11-point floor: within noise.This page
Microsoft Clarity65%Clear leader▼−5Since October 2026: 70% → 65%, −5 points. Inside the 11-point floor: within noise.Standing →Mid-marketMicrosoft Clarity45%Clear leader▲+12Since October 2026: 33% → 45%, +12 points. Past the 11-point floor: movement.Standing →EnterpriseFullstory36%Contested▲+8Since October 2026: 28% → 36%, +8 points. Inside the 11-point floor: within noise.This pageThe 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 rateLabelsQuadrantSince October 2026
01Fullstory36%22%69endorsed leader▲+8Since October 2026: 28% → 36%, +8 points. Inside the 11-point floor: within noise.28% → 36%
Fullstory36%22%69endorsed leader▲+8Since October 2026: 28% → 36%, +8 points. Inside the 11-point floor: within noise.28% → 36%02
Contentsquare14%11%56accepted challenger▼−5Since October 2026: 19% → 14%, −5 points. Inside the 11-point floor: within noise.19% → 14%
Contentsquare14%11%56accepted challenger▼−5Since October 2026: 19% → 14%, −5 points. Inside the 11-point floor: within noise.19% → 14%03
Quantum Metric12%8%39accepted challenger▲+4Since October 2026: 8% → 12%, +4 points. Inside the 11-point floor: within noise.8% → 12%
Quantum Metric12%8%39accepted challenger▲+4Since October 2026: 8% → 12%, +4 points. Inside the 11-point floor: within noise.8% → 12%04Microsoft Clarity7%63%41criticized challenger▼−2Since October 2026: 9% → 7%, −2 points. Inside the 11-point floor: within noise.9% → 7%
Microsoft Clarity7%63%41criticized challenger▼−2Since October 2026: 9% → 7%, −2 points. Inside the 11-point floor: within noise.9% → 7%05
OpenReplay5%5%19accepted challenger▲+3Since October 2026: 2% → 5%, +3 points. Inside the 11-point floor: within noise.2% → 5%
OpenReplay5%5%19accepted challenger▲+3Since October 2026: 2% → 5%, +3 points. Inside the 11-point floor: within noise.2% → 5%06
Glassbox3%0%28accepted challenger▼−8Since October 2026: 11% → 3%, −8 points. Inside the 11-point floor: within noise.11% → 3%
Glassbox3%0%28accepted challenger▼−8Since October 2026: 11% → 3%, −8 points. Inside the 11-point floor: within noise.11% → 3%07
LogRocket2%24%46accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
LogRocket2%24%46accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%08
PostHog2%17%30accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
PostHog2%17%30accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%09Amplitude Session Replay2%18%22accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
10
Mouseflow2%56%16criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Mouseflow2%56%16criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%11
Hotjar2%62%45criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
Hotjar2%62%45criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%Show the one product at 0%, ordered by negative rate
12
Smartlook0%64%14criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Smartlook0%64%14criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
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.
For buyers
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-eight head-to-head pages: the top eight products, each against each
Microsoft Clarity vs PostHogMicrosoft Clarity vs MouseflowMicrosoft Clarity vs LogRocketMicrosoft Clarity vs ContentsquareHotjar vs DealfrontHotjar vs FullstoryHotjar vs PostHogHotjar vs MouseflowHotjar vs LogRocketHotjar vs ContentsquareDealfront vs FullstoryDealfront vs PostHogDealfront vs MouseflowDealfront vs LogRocketDealfront vs ContentsquareFullstory vs PostHogFullstory vs MouseflowFullstory vs LogRocketFullstory vs ContentsquarePostHog vs MouseflowPostHog vs LogRocketPostHog vs ContentsquareMouseflow vs LogRocketMouseflow vs ContentsquareLogRocket vs Contentsquare
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 →
0102030405060708A09
101112Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Fullstory36%
Fullstory36%02Contentsquare14%
Contentsquare14%03Quantum Metric12%
Quantum Metric12%04Microsoft Clarity7%
Microsoft Clarity7%05OpenReplay5%
OpenReplay5%06Glassbox3%
Glassbox3%07LogRocket2%
LogRocket2%08PostHog2%
PostHog2%09Amplitude Session Replay2%
10Mouseflow2%
Mouseflow2%11Hotjar2%
Hotjar2%12Smartlook0%
Smartlook0%What they warned about
Six of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, 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.
Microsoft Clarity63%
26 of 41 labels negative · 13 of 14 models · 7 hard negative
“Avoid purely free/lightweight tools like Microsoft Clarity for production use—they lack mature enterprise SSO, SOC 2 depth, and dedicated support.” Grok 4.20, scale prompt
Hotjar62%
28 of 45 labels negative · 12 of 14 models · 9 hard negative
“Usage-based (sessions/pageviews) or limited free tiers; they don't scale predictably or compliantly for large enterprises” Grok 4.20, budget prompt
Fullstory22%
15 of 69 labels negative · 11 of 14 models · 2 hard negative
“Large enterprises should avoid or be extremely cautious with tools like FullStory, Hotjar, and Smartlook” Mistral Small, negative prompt
Smartlook64%
9 of 14 labels negative · 8 of 14 models · 4 hard negative
“Smartlook is flagged in alternatives coverage as in Cisco end-of-sale and among tools "no longer safe picks in 2026"” Muse Glimmer 30B, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
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. 913 links across 231 sites, every framing counted. Ranked by the number of answers carrying the site or page. 9 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · LogRocket35 answers · 39 citations · 11 models
vendor site · Quantum Metric34 answers · 66 citations · 13 models
vendor site · Contentsquare27 answers · 39 citations · 8 models
vendor site · Userpilot24 answers · 28 citations · 10 models
vendor site · Fullstory22 answers · 30 citations · 10 models
vendor site · Amplitude20 answers · 33 citations · 10 models
vendor site · Zapier20 answers · 20 citations · 10 models
vendor site · OpenReplay19 answers · 37 citations · 9 models
18 answers · 18 citations · 9 models
17 answers · 23 citations · 9 models
15 answers · 16 citations · 9 models
14 answers · 22 citations · 7 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.
33 answers · 10 models
21 answers · 9 models
20 answers · 10 models
18 answers · 9 models
18 answers · 8 models
15 answers · 8 models
14 answers · 9 models
11 answers · 7 models
11 answers · 5 models
10 answers · 5 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 session replay and heatmap tool”, “session replay and heatmap tool”. 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 |
|---|---|---|---|---|---|---|---|---|
| Fullstory fullstory.com | 36% | 217 | 5,400 | 159 | 141,869 | $348 | 14 | |
| Contentsquare contentsquare.com Contentsquare 14%, Hotjar 2% | 15% | 287 | 9,900 | 226 | 149,925 | 86 | ||
| Quantum Metric quantummetric.com | 12% | 73 | 1,900 | 71 | 6,885 | 48 | 6 | |
| Microsoft clarity.microsoft.com Microsoft Clarity 7% | 7% | 219 | 2,240,000 | 403,136 | 44,297 | |||
| OpenReplay openreplay.com | 5% | 37 | 590 | 5 | 185,076 | |||
| Glassbox glassbox.com | 3% | 64 | 6,600 | 161 | 9,082 | 0 | ||
| Adobe parent site Adobe Analytics 3% | 3% | 198 | 1,220,000 | 117,563 | ||||
| LogRocket logrocket.com | 2% | 120 | 3,600 | 83 | 252,222 | 11 | ||
| PostHog posthog.com | 2% | 420 | 33,100 | 271 | 25,936 | 120 | ||
| Amplitude amplitude.com Amplitude Session Replay 2% | 2% | 40 | 74,000 | 5,691 | 373,273 | $207 | 27 |
Google's top ten for the two searches hold 17 sites; 1 of them are among the sites the models cited here (quantummetric.com). The first result for “best session replay and heatmap tool” is learn.g2.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 session replay and heatmap tool for an enterprise B2B company?”Paraphrase“Which website visitor behavior analytics tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade session replay and heatmap tools and how do they differ?”Budget-constrained“What is the best session replay and heatmap 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 a session replay and heatmap tool. What should we look at?”Negative“Which session replay and heatmap tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Fullstory, Quantum MetricFullstoryChangedQuantum MetricGlassboxagainst: Fullstoryno first choiceagainst: LogRocket, Microsoft Clarity
Two alternatives
Contentsquare, GlassboxThree alternatives
6sense, Demandbase, ZoomInfoSix alternatives
Amplitude Session Replay, Contentsquare, Fullstory, Glassbox, LogRocket, Microsoft ClarityTwo alternatives
Contentsquare, Quantum MetricGPT-5.4 miniContentsquareagainst: Microsoft ClarityContentsquareHeldContentsquareagainst: Hotjar, Mouseflow, SmartlookMouseflowagainst: Microsoft Clarityno first choiceagainst: Contentsquare, Fullstory, Hotjar, Inspectlet, Smartlook
Three alternatives
Fullstory, Glassbox, LogRocketTwo alternatives
Adobe Analytics, FullstoryThree alternatives
Fullstory, Glassbox, Quantum MetricOne alternative
ContentsquareGemini 3.5 FlashFullstoryagainst: Hotjar, Microsoft ClarityFullstoryHeldagainst: Google Analytics 4, HotjarContentsquareMicrosoft Clarityagainst: Fullstory, Hotjar, LogRocketFullstoryagainst: Crazy Egg, Hotjar, Lucky Orange, Microsoft Clarity, Mouseflow, OpenReplay, PostHog
Three alternatives
Contentsquare, LogRocket, PostHogFive alternatives
6sense, Amplitude Session Replay, Contentsquare, Demandbase, MixpanelFour alternatives
Fullstory, Glassbox, LogRocket, Quantum MetricThree alternatives
OpenReplay, PostHog, Quantum MetricFour alternatives
Contentsquare, Glassbox, LogRocket, PostHogPerplexity SonarFullstoryagainst: Microsoft ClarityFullstoryHeldagainst: Hotjar, Microsoft ClarityFullstoryagainst: Hotjar, Microsoft ClarityGlassboxagainst: Datadog Session Replay, PostHogno first choiceagainst: Fullstory, Hotjar, LogRocket, Microsoft Clarity, Mouseflow, Smartlook
Four alternatives
Amplitude Session Replay, Contentsquare, LogRocket, Quantum MetricFour alternatives
Dealfront Leadfeeder, Google Analytics 4, ZoomInfo, ZoomInfo WebSightsSeven alternatives
Amplitude Session Replay, Contentsquare, Glassbox, Heap, LogRocket, PostHog, Quantum MetricOne alternative
ContentsquareGrok 4.20Fullstoryagainst: Hotjar, LogRocket, Microsoft Clarity, SentryAdobe AnalyticsChangedFullstoryagainst: Hotjar, Lucky Orange, Microsoft ClarityQuantum Metricagainst: Amplitude Session Replay, Fullstory, Hotjar, LogRocket, Microsoft Clarity, Mouseflow, PostHogFullstoryagainst: Hotjar, Lucky Orange, Microsoft Clarity, Mouseflowagainst: Crazy Egg, Fullstory, Hotjar, Inspectlet, LogRocket, Microsoft Clarity, Mouseflow, SessionCam, Smartlook
Three alternatives
Amplitude Session Replay, Contentsquare, Quantum MetricEight alternatives
Contentsquare, Google Analytics 4, Heap, Hotjar, Matomo, Microsoft Clarity, Mixpanel, Piwik PROFive alternatives
Adobe Experience Cloud, Contentsquare, Dynatrace, Glassbox, Quantum MetricOne alternative
ContentsquareThree alternatives
Contentsquare, LogRocket, Quantum MetricMistral SmallFullstory, Quantum MetricGoogle Analytics 360ChangedQuantum MetricPostHogagainst: Fullstory, Quantum MetricFullstoryagainst: Crazy Egg, Hotjar, Microsoft Clarityagainst: Contentsquare, Fullstory, Hotjar, Smartlook
Three alternatives
Contentsquare, Glassbox, LogRocketFour alternatives
6sense, Dealfront, HubSpot, SalespanelSix alternatives
Contentsquare, Dynatrace, Fullstory, Glassbox, LogRocket, PostHogOne alternative
PostHogDeepSeek V4 FlashFullstory, Quantum MetricContentsquareChangedFullstoryagainst: HotjarMicrosoft Clarityagainst: LogRocket, Mixpanel, PostHogFullstoryagainst: Microsoft Clarity, Quantum Metricagainst: Fullstory, Hotjar, LogRocket, Microsoft Clarity, Smartlook
Three alternatives
Contentsquare, Glassbox, LogRocketFive alternatives
6sense, Adobe Analytics, Demandbase, Fullstory, Google Analytics 360Five alternatives
Contentsquare, Datadog Session Replay, Glassbox, LogRocket, Quantum MetricThree alternatives
Fullstory, OpenReplay, Quantum MetricFour alternatives
Contentsquare, Glassbox, LogRocket, OpenReplayLlama 4 Maverickno first choiceClicsChangedCrazy EggCrazy EggOpenReplay, UXCamagainst: Contentsquare, Hotjar, Quantum Metric
Three alternatives
Dealfront, HubSpot, Microsoft ClarityTwo alternatives
Hotjar, Lucky OrangeOne alternative
Crazy EggQwen 3.7 FlashFullstoryagainst: Microsoft ClarityFullstoryHeldFullstoryQuantum Metricagainst: Datadog Session Replay, Microsoft Clarity, New Relicno first choiceagainst: Hotjar, Microsoft Clarity, Mouseflow
Three alternatives
Hotjar, LogRocket, PostHogTwo alternatives
Adobe Analytics, HeapFour alternatives
Contentsquare, LogRocket, PostHog, Quantum MetricThree alternatives
Contentsquare, Fullstory, HotjarKimi K2Fullstory, LogRocket6sense, DemandbaseChangedagainst: Google Analytics 360, Google Analytics 4Fullstory, Quantum MetricAmplitude Session Replayagainst: Hotjar, LogRocket, Microsoft Clarity, PendoQuantum Metricagainst: Hotjar, Smartlookagainst: Fullstory, Hotjar, Microsoft Clarity
Two alternatives
Contentsquare, Quantum MetricTwo alternatives
Adobe Analytics, ContentsquareThree alternatives
Contentsquare, Hotjar, LogRocketTwo alternatives
Fullstory, MouseflowThree alternatives
Fullstory, Glassbox, OpenReplayGLM 4.7 FlashXContentsquare, FullstoryAdobe AnalyticsChangedContentsquare, FullstoryContentsquareagainst: FullstoryOpenReplayagainst: Fullstory, Hotjar, Microsoft Clarity
Four alternatives
Amplitude Session Replay, LogRocket, OpenReplay, PostHogThree alternatives
Amplitude Session Replay, Google Analytics 4, MatomoSix alternatives
Datadog Session Replay, Hotjar, LogRocket, Mouseflow, PostHog, SmartlookTwo alternatives
Microsoft Clarity, PostHogMiniMax M2.5Hotjar, Microsoft ClarityContentsquareChangedContentsquare, FullstoryOpenReplayagainst: Amplitude Session Replay, Contentsquare, Fullstory, Hotjar, LogRocket, Microsoft ClarityFullstoryagainst: Crazy Egg, Smartlookagainst: Contentsquare, Crazy Egg, Fullstory, Hotjar, Inspectlet, Mouseflow
Three alternatives
Census, Fullstory, LogRocketThree alternatives
Adobe Analytics, Fullstory, HeapEight alternatives
Dynatrace, Glassbox, LogRocket, Lucky Orange, Microsoft Clarity, Mouseflow, PostHog, Quantum MetricTwo alternatives
PostHog, UmamiThree alternatives
Hotjar, LogRocket, Quantum MetricGPT-6 LunaFullstoryFullstoryHeldContentsquare, Fullstory, LogRocket, Quantum Metricagainst: Amplitude Session ReplayMicrosoft Clarityno first choiceagainst: Amplitude Session Replay, Grafana Cloud Session Replay, Microsoft Clarity
Two alternatives
Contentsquare, LogRocketOne alternative
ContentsquareOne alternative
GlassboxOne alternative
ContentsquareFour alternatives
Contentsquare, Fullstory, Glassbox, LogRocketMuse Glimmer 30BContentsquareContentsquareHeldContentsquare, FullstoryFullstory, Pendo Session Replay, Quantum Metricagainst: Contentsquare, Hotjar, PostHogno first choiceagainst: Fullstory, Hotjar, LogRocket, Microsoft Clarity, Mouseflow, Smartlook
Three alternatives
Fullstory, Hotjar, Quantum MetricOne alternative
FullstorySix alternatives
Decibel Insight, Dynatrace, Glassbox, Hotjar, LogRocket, Quantum MetricBold 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.
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 | 2026-11-01 10:03 | yes | 10 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:17 | yes | 2 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:03 | no | 0 | 14 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 12:52 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:19 | yes | 14 | 12 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:17 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:59 | yes | 18 | 23 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 17:30 | yes | 5 | 4 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:40 | yes | 5 | 22 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:26 | yes | 10 | 17 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:16 | yes | 25 | 66 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:15 | no | 0 | 36 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:34 | yes | 4 | 19 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:19 | yes | 13 | 22 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:12 | yes | 10 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:22 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:29 | no | 0 | 13 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 09:19 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:33 | yes | 5 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:14 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:20 | yes | 25 | 23 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:03 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:01 | no | 0 | 30 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:01 | yes | 18 | 51 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:54 | yes | 9 | 24 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:47 | yes | 5 | 22 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:57 | yes | 3 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:06 | yes | 15 | 20 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:16 | yes | 10 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:05 | yes | 4 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:49 | no | 0 | 18 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 09:54 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:16 | yes | 5 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:23 | yes | 15 | 14 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:37 | yes | 23 | 43 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:37 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:44 | yes | 5 | 27 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:20 | yes | 18 | 35 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:12 | yes | 24 | 115 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:22 | yes | 10 | 20 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:43 | yes | 6 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:27 | yes | 20 | 32 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:54 | yes | 15 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:34 | yes | 2 | 13 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:34 | yes | 8 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 13:21 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:29 | yes | 19 | 18 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:30 | yes | 20 | 17 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:20 | yes | 23 | 26 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:31 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:45 | yes | 15 | 36 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:04 | yes | 25 | 91 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:57 | yes | 22 | 72 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:02 | yes | 22 | 101 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:57 | yes | 3 | 16 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:41 | yes | 21 | 37 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:51 | no | 0 | 8 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:03 | yes | 1 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:16 | no | 0 | 20 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 12:37 | yes | 10 | 7 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:35 | yes | 13 | 19 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:54 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:08 | yes | 24 | 50 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:22 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:38 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:23 | yes | 24 | 35 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:03 | yes | 14 | 38 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:54 | no | 0 | 24 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:17 | yes | 4 | 29 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:01 | yes | 12 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:50 | yes | 17 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:05 | yes | 3 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:25 | yes | 6 | 26 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 08:50 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:59 | yes | 18 | 16 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:00 | yes | 15 | 11 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:53 | yes | 25 | 33 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:59 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:52 | yes | 24 | 46 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:57 | yes | 25 | 53 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:01 | yes | 24 | 109 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:53 | yes | 14 | 53 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:51 | yes | 3 | 23 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:27 | yes | 18 | 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.
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Category-scoped readings
Amplitude read as Amplitude Session Replay
Datadog read as Datadog Session Replay
Unresolved, counted raw
Datadog RUM
Datadog RUM / LogRocket Enterprise
Dealfront Leadfeeder
Formisimo
Grafana Cloud Session Replay
IBM Tealeaf
Pendo Session Replay
Replay
Sentry Replay
Discontinued, still offered
No shut-down product was recommended here.