Interactive demo platforms
Asked as “interactive demo platform”, and as “demo automation software for product tours”, on behalf of a mid-market B2B company. 55 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 a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
Show the four 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.
For buyers
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% negative50%
Key
01Storylane31%
Storylane31%02Navattic31%
Navattic31%03Supademo20%
Supademo20%04Arcade5%
Arcade5%05Walnut2%
Walnut2%06Demostack0%
Demostack0%07Consensus0%
Consensus0%08Guideflow0%
Guideflow0%09Reprise0%
Reprise0%What they warned about
Five of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, MiniMax M2.5 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.
Walnut16%
8 of 49 labels negative · 6 of 14 models · 5 hard negative
“Platforms with Known Concerns ... Walnut - High cost barrier: Starts at ~$575/month with no free tier or trial” DeepSeek V4 Flash, negative prompt
Reprise32%
7 of 22 labels negative · 5 of 14 models · 4 hard negative
“reviewers note a steep learning curve and the need for technical resources, which can be a barrier for non-technical users” Mistral Small, negative prompt
Navattic8%
5 of 59 labels negative · 3 of 14 models · 3 hard negative
“Hidden pricing: Prices not published — must go through sales conversations” DeepSeek V4 Flash, negative prompt
Demostack20%
5 of 25 labels negative · 3 of 14 models · 2 hard negative
“If you want a tool you can sign up for and start using today, stay away from these.” Gemini 3.5 Flash, 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
80 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. 1033 links across 127 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 · Storylane55 answers · 116 citations · 14 models
vendor site · Arcade50 answers · 81 citations · 13 models
vendor site · Supademo40 answers · 59 citations · 14 models
vendor site · Walnut37 answers · 49 citations · 13 models
vendor site · Clevera32 answers · 32 citations · 12 models
30 answers · 30 citations · 12 models
vendor site · Navattic28 answers · 60 citations · 10 models
vendor site · Guideflow26 answers · 40 citations · 8 models
vendor site · HowdyGo25 answers · 31 citations · 10 models
vendor site · Demostack21 answers · 27 citations · 11 models
20 answers · 22 citations · 12 models
19 answers · 23 citations · 12 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.
31 answers · 12 models
30 answers · 12 models
30 answers · 12 models
26 answers · 11 models
25 answers · 11 models
23 answers · 12 models
19 answers · 8 models
18 answers · 12 models
16 answers · 8 models
14 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 |
|---|---|---|---|---|---|---|---|
| Storylane storylane.io | 31% | 205 | 3,600 | 30 | 3,274 | 32 | |
| Navattic navattic.com | 31% | 158 | 2,900 | 27 | 4,698 | 25 | |
| Supademo supademo.com | 20% | 144 | 2,900 | 41 | 20,082 | 1 | 4 |
| Arcade arcade.software | 5% | 143 | 450,000 | 114,356 | 207,239 | 8 | |
| Demoboost demoboost.com | 4% | 16 | 90 | 2 | 465 | 2 | |
| Walnut walnut.io Walnut 2%, Walnut.io 2% | 4% | 132 | 201,000 | 96,943 | 2,096 | 0 | 2 |
| Chameleon chameleon.io | 2% | 86 | 246,000 | 24,293 | 4,268 | 0 | |
| Userpilot userpilot.com | 2% | 251 | 1,600 | 10 | 62,084 | 6 | |
| Docudoc | 2% | ||||||
| Demostack demostack.com | 0% | 81 | 320 | 0 | 7,018 | 7 |
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 a mid-market B2B company?”Paraphrase“Which demo automation software for product tours would you recommend to a mid-sized B2B company?”Comparative“What are the top interactive demo platforms and how do they differ?”Budget-constrained“What is the best interactive demo platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an interactive demo platform. What should we look at?”Negative“Which interactive demo platforms should I avoid or be cautious about?”
Claude Haiku 4.5StorylaneNavattic, StorylaneChangedArcadeSupademono first choicenothing named
Four alternatives
Arcade, Navattic, Supademo, WalnutOne alternative
ConsensusTwo alternatives
Navattic, StorylaneOne alternative
ArcadeGPT-5.4 miniNavatticNavatticHeldStorylaneSupademoagainst: Demostack, Reprise, Walnutno first choiceagainst: IxDF, Respondus
Four alternatives
Consensus, Demostack, Storylane, SupademoTwo alternatives
Consensus, StorylaneSeven alternatives
Arcade, Consensus, Demostack, Navattic, Reprise, Supademo, WalnutTwo alternatives
Navattic, StorylaneGemini 3.5 FlashStorylaneagainst: Demostack, RepriseStorylaneHeldagainst: Demostack, RepriseStorylaneSupademoagainst: Navattic, WalnutNavatticagainst: Demostack, Navattic, Reprise, Walnut
Three alternatives
Arcade, Demoboost, NavatticFive alternatives
Arcade, Consensus, Navattic, Supademo, WalnutSix alternatives
Arcade, Demostack, Navattic, Reprise, Supademo, WalnutThree alternatives
Arcade, HowdyGo, StorylaneSix alternatives
Arcade, Demostack, Reprise, Storylane, Supademo, WalnutPerplexity SonarStorylaneStorylaneHeldStorylaneSupademono first choicenothing named
Four alternatives
Arcade, Demoboost, Guideflow, NavatticFive alternatives
Arcade, Consensus, Guideflow, Navattic, SupademoNine alternatives
Arcade, Consensus, Demoboost, Demostack, Guideflow, Navattic, Reprise, Supademo, WalnutTwo alternatives
Arcade, StorylaneGrok 4.1 FastNavatticStorylane, UserpilotChangedagainst: Intercom, Pendono first choiceSupademoStorylanenothing named
Two alternatives
Storylane, WalnutFour alternatives
Appcues, Demoboost, Supademo, WalnutThree alternatives
Arcade, Guideflow, StorylaneTwo alternatives
Arcade, NavatticMistral SmallDemoboost, Navattic, StorylaneStorylaneChangedTestBoxArcadeno first choiceagainst: Consensus, Reprise, Storylane
One alternative
WalnutTwo alternatives
Saleo, WalnutThree alternatives
Arcade, Consensus, DemostackOne alternative
SupademoDeepSeek V4 FlashNavatticagainst: ArcadeStorylaneChangedNavattic, StorylaneSupademoagainst: HowdyGo, Navattic, Walnutno first choiceagainst: Navattic, Storylane, Walnut
Three alternatives
Demoboost, Storylane, WalnutTwo alternatives
Supademo, UserpilotSix alternatives
Arcade, Demostack, Guideflow, Reprise, Supademo, WalnutTwo alternatives
Arcade, StorylaneLlama 4 MaverickDemoboostNavatticChangedno first choiceArcadeno first choicenothing named
Two alternatives
Navattic, WalnutThree alternatives
Storylane, Tourial, Walnut.ioTwo alternatives
Storylane Demo Suite, SupademoQwen 3.7 FlashStorylaneChameleon, NavatticChangedagainst: PendoNavattic, WalnutDocudocNavattic, Storylaneagainst: Arcade, Consensus, Guideflow, Navattic, Storylane, Supademo, Walnut
Two alternatives
Navattic, WalnutTwo alternatives
Userpilot, WalnutTwo alternatives
Arcade, SupademoFour alternatives
Airtable, Balabolka, Playbook UI, SoftrFour alternatives
Arcade, Demostack, Supademo, WalnutKimi K2Navattic, Storylaneagainst: RepriseStorylaneChangedagainst: WalnutNavatticagainst: TourialArcade, SupademoNavatticagainst: WalkMe, Whatfix
Two alternatives
Demoboost, WalnutOne alternative
NavatticFive alternatives
Arcade, Reprise, Storylane, Supademo, WalnutTwo alternatives
Guideflow, StorylaneFour alternatives
Arcade, Reprise, Storylane, WalnutGLM 4.7 FlashXNavatticNavatticHeldTestBoxSupademoagainst: Loomno first choicenothing named
Three alternatives
Storylane, Supademo, WalnutFour alternatives
Arcade, Storylane, Supademo, WalnutThree alternatives
Demostack, Guideflow, WalnutThree alternatives
Arcade, Guideflow, StorylaneMiniMax M2.5NavatticWalnut.ioChangedArcade, LayerpathSupademono first choicenothing named
Two alternatives
Storylane, WalnutTwo alternatives
Arcade, NavatticSix alternatives
Consensus, Demostack, Navattic, Storylane, TestBox, WalnutOne alternative
ArcadeGPT-6 LunaStorylaneStorylaneHeldagainst: Walnutno first choiceSupademono first choiceagainst: Demostack, Reprise
Three alternatives
Navattic, Reprise, WalnutOne alternative
NavatticOne alternative
ArcadeMuse Glimmer 30BNavattic, WalnutNavatticChangedStorylaneSupademono first choicenothing named
Three alternatives
Arcade, Demoboost, StorylaneTwo alternatives
Storylane, SupademoSix alternatives
Arcade, Demostack, Navattic, Saleo, Supademo, WalnutTwo alternatives
Arcade, StorylaneBold 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 00:15 | yes | 16 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:21 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:31 | yes | 18 | 29 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:09 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:44 | yes | 22 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:38 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:19 | yes | 24 | 42 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:32 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:38 | yes | 18 | 35 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:21 | yes | 19 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:02 | yes | 23 | 139 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:10 | yes | 10 | 18 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:02 | yes | 3 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:22 | yes | 13 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:21 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:13 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:58 | yes | 15 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 00:26 | yes | 20 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:54 | yes | 22 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:16 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:57 | yes | 24 | 31 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:35 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:03 | yes | 10 | 54 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:46 | yes | 14 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:15 | yes | 15 | 22 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:12 | yes | 23 | 43 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:22 | yes | 3 | 19 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:37 | yes | 21 | 28 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:34 | yes | 10 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:53 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:27 | yes | 11 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:05 | yes | 20 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:14 | yes | 22 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:45 | yes | 10 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:06 | yes | 20 | 88 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:48 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:36 | yes | 13 | 48 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:11 | yes | 14 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:29 | yes | 25 | 35 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:37 | yes | 22 | 42 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:39 | yes | 7 | 17 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:54 | yes | 14 | 31 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:06 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:19 | yes | 1 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:02 | yes | 11 | 19 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:41 | yes | 19 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:07 | yes | 18 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:20 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:40 | yes | 25 | 41 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:13 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:01 | no | 0 | 26 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:03 | yes | 10 | 17 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:43 | yes | 18 | 67 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:59 | yes | 5 | 13 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:17 | yes | 2 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:15 | yes | 15 | 14 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:40 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:54 | yes | 2 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:54 | yes | 9 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:56 | yes | 19 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:16 | yes | 14 | 12 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:56 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:16 | yes | 21 | 63 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:15 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:29 | yes | 9 | 36 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:39 | yes | 9 | 18 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:00 | yes | 13 | 30 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:43 | yes | 5 | 16 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:38 | yes | 2 | 16 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:20 | yes | 14 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:48 | no | 0 | 2 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:10 | yes | 3 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:35 | yes | 21 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:28 | yes | 18 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:46 | yes | 24 | 7 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:38 | yes | 14 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:53 | yes | 24 | 30 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:47 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:53 | yes | 12 | 38 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:09 | yes | 24 | 21 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:19 | yes | 21 | 60 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:11 | yes | 5 | 16 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:28 | yes | 2 | 26 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:47 | yes | 11 | 19 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
Balabolka
Demoshot
Docudoc
IxDF
Pilot
Playbook UI
Respondus
Screen Studio
SmartCue
Stepshots
demostack.com
Discontinued, still offered
No shut-down product was recommended here.
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