Session replay and heatmaps
Asked as “session replay and heatmap tool”, and as “website visitor behavior analytics tool”, on behalf of a mid-market B2B company. 58 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
33%
Contested · Hotjar 16%
33Microsoft Clarity16Hotjar09Fullstory43others
33% 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 fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
Show the two products at 0%, ordered by negative rate
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 is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. 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.
All twenty-eight head-to-head pages: the top eight products, each against each
Microsoft Clarity vs MouseflowMicrosoft Clarity vs LogRocketMicrosoft Clarity vs ContentsquareMicrosoft Clarity vs SmartlookHotjar vs FullstoryHotjar vs PostHogHotjar vs MouseflowHotjar vs LogRocketHotjar vs ContentsquareHotjar vs SmartlookFullstory vs PostHogFullstory vs MouseflowFullstory vs LogRocketFullstory vs ContentsquareFullstory vs SmartlookPostHog vs MouseflowPostHog vs LogRocketPostHog vs ContentsquarePostHog vs SmartlookMouseflow vs LogRocketMouseflow vs ContentsquareMouseflow vs SmartlookLogRocket vs ContentsquareLogRocket vs SmartlookContentsquare vs Smartlook
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
10Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Microsoft Clarity33%
Microsoft Clarity33%02Hotjar16%
Hotjar16%03Fullstory9%
Fullstory9%04PostHog7%
PostHog7%05Mouseflow5%
Mouseflow5%06LogRocket3%
LogRocket3%07Contentsquare3%
Contentsquare3%08Smartlook2%
Smartlook2%09OpenReplay0%
OpenReplay0%10Amplitude0%
Amplitude0%What they warned about
One 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, 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.
Fullstory42%
22 of 53 labels negative · 14 of 14 models · 5 hard negative
“Captures enormous amounts of data; privacy and compliance concerns under GDPR/CCPA; may collect more data than teams can realistically act on” Kimi K2, negative prompt
Hotjar23%
14 of 62 labels negative · 12 of 14 models · 4 hard negative
“Hotjar was merged into Contentsquare on 1 July 2025; ... By default Hotjar starts session recording as soon as the script loads, which means it can capture visitor activity before consent is given.” Muse Glimmer 30B, negative prompt
LogRocket26%
11 of 42 labels negative · 11 of 14 models · 2 hard negative
“avoid or exercise extreme caution with Hotjar, FullStory, Mouseflow, LogRocket, and Smartlook” Mistral Small, negative prompt
Microsoft Clarity20%
12 of 59 labels negative · 9 of 14 models · 3 hard negative
“Both Hotjar (now part of Contentsquare) and Microsoft Clarity are consent-agnostic by default: paste the snippet in and they start recording on the first pageview.” Muse Glimmer 30B, 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
79 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. 1065 links across 268 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.
33 answers · 42 citations · 12 models
vendor site · Quantum Metric33 answers · 42 citations · 12 models
vendor site · Amplitude31 answers · 41 citations · 13 models
vendor site · Zapier30 answers · 34 citations · 11 models
vendor site · PostHog24 answers · 29 citations · 13 models
vendor site · Userpilot24 answers · 27 citations · 10 models
vendor site · FullSession22 answers · 26 citations · 10 models
vendor site · Mouseflow21 answers · 29 citations · 11 models
vendor site · Contentsquare20 answers · 28 citations · 9 models
vendor site · UXCam19 answers · 22 citations · 8 models
19 answers · 19 citations · 7 models
17 answers · 18 citations · 8 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
30 answers · 11 models
23 answers · 11 models
21 answers · 11 models
20 answers · 10 models
19 answers · 7 models
17 answers · 8 models
15 answers · 7 models
15 answers · 8 models
14 answers · 8 models
13 answers · 9 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 |
|---|---|---|---|---|---|---|---|
| Microsoft clarity.microsoft.com Microsoft Clarity 33% | 33% | 215 | 2,240,000 | 403,136 | 44,297 | ||
| Hotjar contentsquare.com Hotjar 16%, Contentsquare 3% | 19% | 309 | 9,900 | 226 | 149,925 | 86 | |
| Fullstory fullstory.com | 9% | 226 | 5,400 | 159 | 141,869 | $348 | 14 |
| PostHog posthog.com | 7% | 355 | 33,100 | 271 | 25,936 | 120 | |
| Mouseflow mouseflow.com | 5% | 102 | 1,300 | 18 | 7,202 | 27 | |
| LogRocket logrocket.com | 3% | 117 | 3,600 | 83 | 252,222 | 11 | |
| Lucky Orange luckyorange.com | 3% | 47 | 1,900 | 70 | 3,021 | $2 | 37 |
| Factors.ai factors.ai | 3% | 91 | 590 | 1 | 8,319 | 31 | |
| Google analytics.google.com Google Analytics 4 3% | 3% | 474 | 9,900 | 348 | |||
| Mixpanel mixpanel.com | 2% | 466 | 12,100 | 458 | 20,284 | $458 | 11 |
Google's top ten for the two searches hold 17 sites; 3 of them are among the sites the models cited here (fullsession.io, learn.g2.com, 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 a mid-market B2B company?”Paraphrase“Which website visitor behavior analytics tool would you recommend to a mid-sized B2B company?”Comparative“What are the top session replay and heatmap tools and how do they differ?”Budget-constrained“What is the best session replay and heatmap tool for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a session replay and heatmap tool. What should we look at?”Negative“Which session replay and heatmap tools should I avoid or be cautious about?”
Claude Haiku 4.5Mouseflowagainst: FullstoryGoogle Analytics 4ChangedMicrosoft Clarityagainst: FullstoryMicrosoft Clarityno first choiceagainst: Hotjar, LogRocket, Microsoft Clarity
One alternative
HotjarFive alternatives
Amplitude, Hotjar, Microsoft Clarity, Mixpanel, SegmentFive alternatives
Amplitude, Glassbox, Hotjar, LogRocket, SentryThree alternatives
Hotjar, Mouseflow, SmartlookGPT-5.4 miniContentsquare, Mouseflowagainst: FullstoryPostHogChangedHotjarMicrosoft Clarityagainst: Contentsquare, Fullstory, Hotjarno first choicenothing named
One alternative
LogRocketTwo alternatives
Amplitude, HotjarSix alternatives
Crazy Egg, Fullstory, LogRocket, Microsoft Clarity, Mouseflow, SmartlookTwo alternatives
Mouseflow, PlerdyGemini 3.5 FlashPendoagainst: Contentsquare, Fullstory, Hotjar, Microsoft ClarityHotjar, Microsoft ClarityChangedMicrosoft ClarityMicrosoft Clarity, PostHogagainst: Fullstory, Hotjar, Mouseflowno first choiceagainst: Microsoft Clarityagainst: Fullstory, Google Analytics 4, Hotjar, Microsoft Clarity, Yandex Metrica
Three alternatives
LogRocket, Mouseflow, PostHogSix alternatives
Albacross, Crossbeam, Dealfront Leadfeeder, Heap, HubSpot Breeze, LeadinfoFive alternatives
Fullstory, Hotjar, LogRocket, Mouseflow, PostHogPerplexity SonarFullstoryFactors.aiChangedHotjar, Microsoft ClarityMicrosoft Clarityagainst: LogRocketno first choiceagainst: Fullstory
Two alternatives
Hotjar, LogRocketTwo alternatives
Amplitude, MouseflowFive alternatives
Amplitude, Fullstory, LogRocket, OpenReplay, PendoOne alternative
PostHogGrok 4.1 FastHotjaragainst: FullstoryGoogle Analytics 4, Microsoft ClarityChangedagainst: Amplitude, Fullstory, Mixpanel, PendoMicrosoft ClarityMicrosoft ClarityFullstory, Hotjaragainst: Fullstory, Hotjar, LogRocket, Microsoft Clarity, Mouseflow
Three alternatives
LogRocket, Microsoft Clarity, MouseflowFour alternatives
Dealfront, Hotjar, Visitor Queue, WhoisvisitingFive alternatives
Contentsquare, Fullstory, Hotjar, LogRocket, MouseflowFour alternatives
Hotjar, Lucky Orange, Mouseflow, PostHogThree alternatives
Contentsquare, LogRocket, MouseflowMistral SmallHotjar, Lucky OrangeAlbacross, Factors.ai, Knock RevealChangedno first choiceLucky Orange, Microsoft Clarityno first choiceagainst: Fullstory, Hotjar, LogRocket, Mouseflow, Smartlook
Three alternatives
Fullstory, PostHog, UXCamTwo alternatives
Google Analytics 4, VisitorTrackingDeepSeek V4 FlashPostHogagainst: FullstoryHotjarChangedHotjarMicrosoft ClarityContentsquare, Fullstory, LogRocketagainst: Microsoft Clarityagainst: Hotjar, LogRocket, Microsoft Clarity
Four alternatives
Hotjar, LogRocket, Microsoft Clarity, MouseflowTwo alternatives
Microsoft Clarity, MouseflowFive alternatives
Crazy Egg, Fullstory, LogRocket, Microsoft Clarity, MouseflowFour alternatives
Hotjar, LogRocket, OpenReplay, PostHogFour alternatives
Hotjar, Mouseflow, OpenReplay, PostHogLlama 4 MaverickSmartlookno first choiceChangedno first choiceMicrosoft Clarityno first choiceagainst: Fullstory, Hotjar
Two alternatives
Adobe Analytics, FullstoryOne alternative
SmartlookQwen 3.7 FlashHotjaragainst: Fullstory, Quantum MetricHotjarHeldFullstoryMicrosoft Clarityno first choiceagainst: CrazyEgg, Fullstory, Hotjar, LogRocket
Two alternatives
LogRocket, MatomoFour alternatives
Albacross, Microsoft Clarity, Mixpanel, RB2BFour alternatives
Hotjar, LogRocket, Microsoft Clarity, MouseflowTwo alternatives
Hotjar, SmartlookFour alternatives
Fullstory, Hotjar, LogRocket, MouseflowKimi K2Hotjaragainst: Contentsquare, Fullstory, Glassbox, Quantum MetricMouseflowChangedHotjarMicrosoft ClarityFullstory, LogRocketagainst: Fullstory, Hotjar, LogRocket, Microsoft Clarity, Mouseflow, Smartlook, heatmap.com
Three alternatives
LogRocket, Mouseflow, SmartlookTwo alternatives
Factors.ai, HotjarNine alternatives
Crazy Egg, Fullstory, LogRocket, Lucky Orange, Microsoft Clarity, Mouseflow, PostHog, Smartlook, UXCamThree alternatives
Hotjar, OpenReplay, PostHogThree alternatives
Hotjar, PostHog, SmartlookGLM 4.7 FlashXHotjarFullSessionChangedContentsquare, FullstoryMicrosoft Clarityno first choiceagainst: Fullstory, LogRocket, Microsoft Clarity
Four alternatives
Crazy Egg, Fullstory, Microsoft Clarity, MouseflowFive alternatives
Dealfront, Hotjar, HubSpot Marketing Hub, Matomo, Piwik PROFive alternatives
Amplitude, Crazy Egg, LogRocket, Microsoft Clarity, PostHogThree alternatives
Hotjar, LogRocket, UXCamMiniMax M2.5MixpanelDealfront, VisitorTrackingChangedMicrosoft Clarityagainst: MouseflowMicrosoft ClarityMicrosoft Clarityagainst: Fullstory, Hotjar, LogRocket, Microsoft Clarity, Mouseflow, Smartlook
Three alternatives
Fullstory, PostHog, UXCamTwo alternatives
Factors.ai, SalespanelFour alternatives
Fullstory, Hotjar, LogRocket, PostHogThree alternatives
Crazy Egg, Lucky Orange, MouseflowThree alternatives
Fullstory, Hotjar, LogRocketGPT-6 LunaPostHogMicrosoft ClarityChangedMicrosoft ClarityMicrosoft Clarityno first choiceagainst: Fullstory, Glassbox, Hotjar, LogRocket, Microsoft Clarity, Mouseflow, PostHog, Smartlook
Two alternatives
Fullstory, HotjarOne alternative
ContentsquareFive alternatives
Contentsquare, Fullstory, Hotjar, Mouseflow, PostHogOne alternative
PostHogMuse Glimmer 30BFullstoryMicrosoft ClarityChangedMicrosoft ClarityMicrosoft Clarityno first choiceagainst: Fullstory, Hotjar, LogRocket, Microsoft Clarity, Mouseflow, PostHog, Smartlook
Six alternatives
Contentsquare, Heap, Hotjar, Microsoft Clarity, PostHog, VWOFour alternatives
Dealfront Leadfeeder, Factors.ai, FullSession, HotjarSix alternatives
Fullstory, Hotjar, LogRocket, Mouseflow, PostHog, RollbarTwo alternatives
Hotjar, MouseflowBold 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 21:26 | yes | 15 | 10 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:36 | yes | 4 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:26 | yes | 19 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 21:32 | yes | 17 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:34 | yes | 23 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:25 | yes | 14 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:35 | yes | 24 | 24 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:26 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:35 | yes | 18 | 38 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:16 | yes | 18 | 28 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:28 | yes | 15 | 27 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:35 | yes | 14 | 22 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:31 | yes | 3 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:18 | yes | 14 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:34 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:27 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:22 | yes | 9 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 21:24 | yes | 20 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:28 | yes | 23 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:29 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:18 | yes | 23 | 20 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:37 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:28 | yes | 5 | 20 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:28 | yes | 14 | 25 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:30 | yes | 13 | 20 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:19 | yes | 12 | 34 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:18 | yes | 3 | 18 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:34 | yes | 20 | 34 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:26 | yes | 17 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:16 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:35 | yes | 12 | 18 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 21:25 | yes | 16 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:18 | yes | 20 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:24 | yes | 18 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:28 | yes | 25 | 36 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:30 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:17 | yes | 10 | 25 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:31 | yes | 14 | 31 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:28 | yes | 15 | 34 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:36 | yes | 17 | 30 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:28 | yes | 8 | 27 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:27 | yes | 15 | 30 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:21 | yes | 17 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:26 | yes | 3 | 7 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:25 | yes | 15 | 17 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 21:30 | yes | 18 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:25 | yes | 15 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:36 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:29 | yes | 25 | 28 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:27 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:20 | yes | 6 | 21 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:23 | yes | 15 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:23 | yes | 10 | 14 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:39 | yes | 5 | 15 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:18 | yes | 3 | 10 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:25 | yes | 14 | 14 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:32 | no | 0 | 8 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:25 | no | 0 | 11 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:20 | yes | 10 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 21:21 | yes | 17 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:32 | yes | 16 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:38 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:23 | yes | 20 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:19 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:28 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:24 | yes | 18 | 26 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:18 | yes | 14 | 21 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:37 | yes | 5 | 20 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:28 | yes | 2 | 22 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:31 | yes | 14 | 20 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:39 | yes | 27 | 15 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:23 | yes | 4 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:18 | yes | 25 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 21:18 | yes | 19 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:24 | yes | 22 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:26 | yes | 5 | 14 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:36 | yes | 25 | 25 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:28 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:18 | yes | 20 | 41 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:21 | yes | 22 | 25 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:31 | yes | 22 | 38 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:31 | yes | 10 | 15 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:28 | yes | 3 | 21 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:30 | yes | 25 | 41 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
None. Every name in this category resolved on its own.
Unresolved, counted raw
Dealfront Leadfeeder
Highlight.io
Lokker
Mirage Analytics
Ours Privacy
Whoisvisiting
Discontinued, still offered
No shut-down product was recommended here.