Interactive demo platforms for enterprise buyers
Asked as “interactive demo platform”, and as “demo automation software for product tours”, on behalf of an enterprise 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.
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
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 ten head-to-head pages: the top five 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% negative30%
Key
01Reprise17%
Reprise17%02Walnut17%
Walnut17%03Navattic17%
Navattic17%04Storylane12%
Storylane12%05Consensus12%
Consensus12%06Demostack5%
Demostack5%07Guideflow3%
Guideflow3%08Arcade0%
Arcade0%09Supademo0%
Supademo0%What they warned about
Zero of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Arcade32%
9 of 28 labels negative · 7 of 14 models · 4 hard negative
“Free-Tier Heavy Platforms | Arcade (free tier, HTML on Enterprise+), Supademo (free, $38/user/mo Scale), Navattic (free tier) | Per-user pricing scales poorly” Grok 4.1 Fast, negative prompt
Storylane16%
8 of 51 labels negative · 7 of 14 models · 2 hard negative
“Platforms to Approach with Caution ... **Storylane** ... **Limited security posture** for enterprise requirements” Kimi K2, negative prompt
Supademo38%
9 of 24 labels negative · 7 of 14 models · 2 hard negative
“Supademo (free, $38/user/mo Scale) ... no guaranteed data isolation or advanced governance” Grok 4.1 Fast, negative prompt
Navattic13%
7 of 54 labels negative · 6 of 14 models · 4 hard negative
“Platforms like Navattic and Arcade will bill you for every person who creates a demo, which scales linearly and unpredictably.” 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
77 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. 1098 links across 158 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 · Storylane58 answers · 144 citations · 14 models
vendor site · Arcade54 answers · 79 citations · 13 models
vendor site · Supademo43 answers · 70 citations · 14 models
vendor site · Walnut43 answers · 58 citations · 13 models
vendor site · Navattic37 answers · 73 citations · 12 models
vendor site · Reprise32 answers · 54 citations · 12 models
vendor site · Clevera30 answers · 30 citations · 12 models
vendor site · Demostack27 answers · 30 citations · 14 models
vendor site · HowdyGo26 answers · 38 citations · 11 models
vendor site · Guideflow26 answers · 35 citations · 10 models
21 answers · 21 citations · 10 models
vendor site · SyncGTM19 answers · 19 citations · 10 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.
34 answers · 11 models
31 answers · 12 models
29 answers · 12 models
29 answers · 10 models
28 answers · 9 models
25 answers · 11 models
23 answers · 11 models
21 answers · 10 models
19 answers · 10 models
17 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 interactive demo platform”, “interactive demo 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 | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| Reprise reprise.com | 17% | 96 | 27,100 | 2,207 | 1,589 | 0 | |
| Walnut walnut.io | 17% | 132 | 201,000 | 96,943 | 2,096 | 0 | 2 |
| Navattic navattic.com | 17% | 158 | 2,900 | 27 | 4,698 | 25 | |
| Storylane storylane.io | 12% | 205 | 3,600 | 30 | 3,274 | 32 | |
| Consensus goconsensus.com | 12% | 84 | 110,000 | 4,343 | 31,248 | 23 | |
| HowdyGo howdygo.com | 9% | 30 | 260 | 2 | 1,980 | 0 | |
| Demostack demostack.com | 5% | 81 | 320 | 0 | 7,018 | 7 | |
| Guideflow guideflow.com | 3% | 187 | 480 | 1 | 37,574 | ||
| TestBox testbox.com | 3% | 17 | |||||
| Demoboost demoboost.com | 2% | 16 | 90 | 2 | 465 | 2 |
Google's top ten for the two searches hold 14 sites; 2 of them are among the sites the models cited here (supademo.com, walnut.io). The first result for “best interactive demo platform” is linkedin.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 interactive demo platform for an enterprise B2B company?”Paraphrase“Which demo automation software for product tours would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade interactive demo platforms and how do they differ?”Budget-constrained“What is the best interactive demo 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 an interactive demo platform. What should we look at?”Negative“Which interactive demo platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5WalnutConsensusChangedWalnutStorylane, Walnutno first choiceagainst: Arcade, Saleo, Tourial
Three alternatives
Consensus, Navattic, RepriseThree alternatives
Demoboost, WalkMe, WhatfixFive alternatives
Arcade, Consensus, Demostack, Navattic, RepriseGPT-5.4 miniWalnutConsensus, RepriseChangedRepriseRepriseagainst: Demostack, Storylaneno first choicenothing named
Three alternatives
Arcade, Storylane, SupademoOne alternative
NavatticTwo alternatives
Demoboost, NavatticOne alternative
WalnutGemini 3.5 FlashDemostack, WalnutConsensusChangedConsensusHowdyGo, Navatticno first choiceagainst: Arcade, Consensus, Demostack, Fable, Qualified, Reprise, Supademo, Walnut
Four alternatives
Consensus, Navattic, Reprise, StorylaneFive alternatives
Demostack, Navattic, Reprise, Storylane, WalnutFour alternatives
Demostack, Navattic, Reprise, WalnutOne alternative
ReprisePerplexity SonarGuideflow, RepriseRepriseChangedRepriseStorylaneno first choicenothing named
One alternative
WalnutTwo alternatives
Consensus, WalnutSix alternatives
Arcade, Consensus, Guideflow, Navattic, Storylane, WalnutTwo alternatives
Demostack, RepriseGrok 4.1 FastNavatticConsensusChangedRepriseNavatticagainst: Arcade, Consensus, Demostack, Guideflow, HeyGen, Reprise, Storylane, Supademo, Walnutno first choiceagainst: Arcade, Navattic, Supademo
Four alternatives
Consensus, Demostack, Reprise, WalnutThree alternatives
Demostack, Navattic, RepriseFive alternatives
Demostack, Navattic, Storylane, Supademo, WalnutMistral SmallDemostack, TestBox, Walnutno first choiceChangedagainst: ChameleonGuideflowRepriseno first choicenothing named
Two alternatives
Guideflow, RepriseSeven alternatives
Arcade, Clevera, Consensus, Navattic, Reprise, Storylane, WalnutDeepSeek V4 FlashNavattic, WalnutRepriseChangedDemostack, Reprise, WalnutStorylaneagainst: Arcade, Navattic, Supademo, Walnutno first choiceagainst: Arcade, Demostack, Navattic, Storylane, Supademo, Walnut
Three alternatives
Demostack, Reprise, StorylaneThree alternatives
Consensus, Navattic, WalnutThree alternatives
Navattic, Storylane, SupademoOne alternative
RepriseLlama 4 MaverickWalnutConsensusChangedno first choiceHowdyGoagainst: Arcade, Demostack, Navattic, Reprise, Storylane, Supademo, WalnutStorylane, Walnutnothing named
Two alternatives
Navattic, StorylaneThree alternatives
Navattic, Storylane, eWebinarQwen 3.7 FlashNavattic, StorylaneStorylaneChangedConsensus, RepriseNavatticno first choicenothing named
Four alternatives
Arcade, Demostack, Reprise, WalnutOne alternative
NavatticThree alternatives
Arcade, Supademo, WalnutTwo alternatives
Argus Demo, PilgrimKimi K2RepriseConsensusChangedagainst: DemostackRepriseHowdyGoagainst: Arcade, Demostack, Reprise, WalnutGuideflow, Repriseagainst: Storylane, Supademoagainst: Consensus, Demodesk, Navattic, Storylane
Three alternatives
Demostack, Navattic, WalnutTwo alternatives
Reprise, WalnutFive alternatives
Demoboost, Demostack, Navattic, Storylane, WalnutOne alternative
NavatticTwo alternatives
Arcade, NavatticGLM 4.7 FlashXNavattic, StorylaneNavatticChangedRepriseRepriseagainst: Navattic, Storylaneno first choicenothing named
Three alternatives
Pendo, Reprise, WalkMeFour alternatives
Arcade, Consensus, Storylane, SupademoFive alternatives
Demostack, Guideflow, Navattic, Storylane, WalnutOne alternative
DemostackMiniMax M2.5Demostack, TestBoxConsensus, DemoboostChangedDemostack, WalnutHowdyGoagainst: Arcade, Navattic, Storylane, SupademoNavatticagainst: Consensus, Reprise
Three alternatives
Reprise, Storylane, WalnutThree alternatives
Guideflow, Storylane, WalnutTwo alternatives
Navattic, RepriseTwo alternatives
Demostack, RepriseFour alternatives
Arcade, Demostack, Showz, TouchbaseGPT-6 LunaRepriseWalnutChangedDemostack, RepriseHowdyGono first choiceagainst: Supademo
Two alternatives
Navattic, StorylaneThree alternatives
Navattic, Reprise, StorylaneThree alternatives
Navattic, Storylane, WalnutOne alternative
SupademoFour alternatives
Navattic, Reprise, Storylane, WalnutMuse Glimmer 30BWalnutNavatticChangedRepriseReprise Demo Softwareno first choicenothing named
Two alternatives
Demostack, NavatticFour alternatives
Pendo, WalkMe, Walnut, WhatfixFour alternatives
Consensus, Demostack, Navattic, WalnutTwo alternatives
HowdyGo, WalnutBold 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 | 2026-10-05 00:56 | yes | 15 | 10 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:20 | yes | 5 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:05 | yes | 15 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:12 | yes | 19 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:12 | yes | 23 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:35 | yes | 15 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:17 | yes | 22 | 33 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:39 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:48 | yes | 10 | 61 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:14 | yes | 19 | 35 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:30 | yes | 14 | 23 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:10 | yes | 5 | 16 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:35 | yes | 3 | 21 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:44 | yes | 14 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:12 | yes | 18 | 11 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:49 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:35 | yes | 15 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 22:54 | yes | 15 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:33 | yes | 24 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:38 | no | 0 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:17 | yes | 25 | 40 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:27 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:28 | yes | 10 | 42 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:31 | yes | 19 | 25 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:53 | yes | 23 | 58 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:56 | yes | 12 | 27 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:15 | yes | 4 | 23 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:32 | yes | 24 | 31 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:37 | yes | 9 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:45 | yes | 6 | 5 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:21 | yes | 15 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:20 | yes | 17 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:20 | yes | 20 | 12 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:18 | yes | 8 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:46 | yes | 24 | 70 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:31 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:59 | yes | 14 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:12 | yes | 20 | 32 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:30 | yes | 24 | 104 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:31 | yes | 12 | 25 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:02 | yes | 5 | 23 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:20 | yes | 23 | 30 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:05 | yes | 17 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:47 | yes | 5 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:14 | yes | 16 | 32 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 23:46 | yes | 19 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:50 | yes | 19 | 13 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:51 | yes | 9 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:02 | yes | 25 | 49 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:31 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:42 | no | 0 | 22 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:48 | yes | 25 | 24 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:04 | yes | 23 | 73 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:02 | yes | 21 | 45 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:43 | yes | 2 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:53 | yes | 17 | 26 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:00 | yes | 18 | 16 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:35 | yes | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:17 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:16 | yes | 20 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:45 | yes | 14 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:19 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:57 | yes | 20 | 53 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:00 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:33 | no | 0 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:30 | yes | 24 | 31 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:17 | yes | 10 | 41 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:43 | no | 0 | 18 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:10 | yes | 3 | 28 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:56 | yes | 10 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:54 | yes | 9 | 7 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:21 | yes | 2 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:31 | yes | 22 | 32 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:30 | yes | 19 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:55 | yes | 13 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:54 | yes | 12 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:23 | yes | 17 | 54 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:42 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:41 | yes | 9 | 17 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:15 | yes | 22 | 29 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:06 | yes | 12 | 62 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:28 | yes | 21 | 39 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:39 | yes | 2 | 21 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:24 | yes | 23 | 36 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
Argus Demo
Fyrebase
Pilgrim
RELAYTO AI
Reprise Demo Software
Showz
Touchbase
Discontinued, still offered
No shut-down product was recommended here.