Interactive demo platforms for small business buyers
Asked as “interactive demo platform”, and as “demo automation software for product tours”, on behalf of a small B2B company. 66 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
44%
Clear leader
44Supademo24Storylane21Arcade11others
44% of first choices, clear leader.
Since October 2026▼−3Since October 2026: 47% → 44%, −3 points. Inside the 11-point floor: within noise.Supademo held the lead, −3 points on 47%, 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
Supademo44%Clear leader▼−3Since October 2026: 47% → 44%, −3 points. Inside the 11-point floor: within noise.This pageMid-market
Storylane42%Clear leader▲+11Since October 2026: 31% → 42%, +11 points. Past the 11-point floor: movement.Standing →Enterprise
Reprise24%Contested▲+7Since October 2026: 17% → 24%, +7 points. Inside the 11-point floor: within noise.Standing →
Supademo44%Clear leader▼−3Since October 2026: 47% → 44%, −3 points. Inside the 11-point floor: within noise.This pageMid-marketStorylane42%Clear leader▲+11Since October 2026: 31% → 42%, +11 points. Past the 11-point floor: movement.Standing →EnterpriseReprise24%Contested▲+7Since October 2026: 17% → 24%, +7 points. Inside the 11-point floor: within noise.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Supademo44%1%70endorsed leader▼−3Since October 2026: 47% → 44%, −3 points. Inside the 11-point floor: within noise.47% → 44%
Supademo44%1%70endorsed leader▼−3Since October 2026: 47% → 44%, −3 points. Inside the 11-point floor: within noise.47% → 44%02Storylane24%12%74accepted challenger▲+7Since October 2026: 17% → 24%, +7 points. Inside the 11-point floor: within noise.17% → 24%
Storylane24%12%74accepted challenger▲+7Since October 2026: 17% → 24%, +7 points. Inside the 11-point floor: within noise.17% → 24%03
Arcade21%15%62accepted challenger▲+7Since October 2026: 14% → 21%, +7 points. Inside the 11-point floor: within noise.14% → 21%
Arcade21%15%62accepted challenger▲+7Since October 2026: 14% → 21%, +7 points. Inside the 11-point floor: within noise.14% → 21%04
Navattic6%45%62criticized challenger▼−2Since October 2026: 8% → 6%, −2 points. Inside the 11-point floor: within noise.8% → 6%
Navattic6%45%62criticized challenger▼−2Since October 2026: 8% → 6%, −2 points. Inside the 11-point floor: within noise.8% → 6%Show the six products at 0%, ordered by negative rate
09Reprise0%80%20criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Reprise0%80%20criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%08
Demostack0%73%15criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Demostack0%73%15criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%10
Walnut0%71%31criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Walnut0%71%31criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%07
Consensus0%55%20criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Consensus0%55%20criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%06
Guideflow0%18%11accepted challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 11-point floor: within noise.6% → 0%
Guideflow0%18%11accepted challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 11-point floor: within noise.6% → 0%05
HowdyGo0%10%21accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
HowdyGo0%10%21accepted 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 small business.
All fifteen head-to-head pages: the top six 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 →
01020304050607080910Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Supademo44%
Supademo44%02Storylane24%
Storylane24%03Arcade21%
Arcade21%04Navattic6%
Navattic6%05HowdyGo0%
HowdyGo0%06Guideflow0%
Guideflow0%07Consensus0%
Consensus0%08Demostack0%
Demostack0%09Reprise0%
Reprise0%10Walnut0%
Walnut0%What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.20, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, 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.
Navattic45%
28 of 62 labels negative · 13 of 14 models · 5 hard negative
“What to Avoid as a Small B2B | Navattic | Strong for HTML fidelity but typically requires custom pricing” Kimi K2, direct prompt
Walnut71%
22 of 31 labels negative · 11 of 14 models · 6 hard negative
“What to Avoid as a Small B2B | Walnut | Starts at ~$500+/month, enterprise sales process, complex onboarding” Kimi K2, direct prompt
Consensus55%
11 of 20 labels negative · 10 of 14 models · 4 hard negative
“Skip Reprise / Demostack / Consensus unless you specifically need enterprise sandboxing” GPT-5.4 mini, direct prompt
Reprise80%
16 of 20 labels negative · 9 of 14 models · 5 hard negative
“Skip Reprise / Demostack / Consensus unless you specifically need enterprise sandboxing” GPT-5.4 mini, direct 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
78 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. 848 links across 139 sites, every framing counted. Ranked by the number of answers carrying the site or page. 26 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 · Storylane42 answers · 64 citations · 14 models
vendor site · Supademo37 answers · 68 citations · 12 models
vendor site · Navattic37 answers · 47 citations · 14 models
35 answers · 35 citations · 10 models
27 answers · 51 citations · 11 models
27 answers · 43 citations · 9 models
vendor site · Arcade25 answers · 37 citations · 13 models
vendor site · HowdyGo23 answers · 32 citations · 9 models
vendor site · eWebinar20 answers · 24 citations · 11 models
vendor site · SyncGTM19 answers · 20 citations · 11 models
vendor site · LiveDemo16 answers · 20 citations · 8 models
vendor site · Reddit14 answers · 21 citations · 9 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
35 answers · 10 models
24 answers · 11 models
17 answers · 9 models
16 answers · 11 models
15 answers · 7 models
14 answers · 10 models
13 answers · 8 models
12 answers · 9 models
12 answers · 9 models
12 answers · 8 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 |
|---|---|---|---|---|---|---|---|
| Supademo supademo.com | 44% | 174 | 2,900 | 41 | 20,082 | 1 | 4 |
| Storylane storylane.io | 24% | 200 | 3,600 | 30 | 3,274 | 32 | |
| Arcade arcade.software Arcade 21%, Arcade Software 3% | 24% | 144 | 450,000 | 114,356 | 207,239 | 8 | |
| Navattic navattic.com | 6% | 184 | 2,900 | 27 | 4,698 | 25 | |
| Mirage usemirage.io | 2% | 2 | |||||
| HowdyGo howdygo.com | 0% | 53 | 260 | 2 | 1,980 | 0 | |
| Guideflow guideflow.com | 0% | 78 | 480 | 1 | 37,574 | ||
| LiveDemo livedemo.ai | 0% | 7 | |||||
| ScreenSpace.io | 0% | ||||||
| Layerpath layerpath.com | 0% | 5 |
Google's top ten for the two searches hold 14 sites; 3 of them are among the sites the models cited here (g2.com, reddit.com, supademo.com). 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 small B2B company?”Paraphrase“Which demo automation software for product tours would you recommend to a small business that sells to other businesses?”Comparative“What are the top interactive demo platforms for a small team and how do they differ?”Budget-constrained“What is the best interactive demo platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an interactive demo platform. What should we look at?”Negative“Which interactive demo platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Arcade, SupademoStorylaneChangedSupademoArcade, Supademono first choiceagainst: Reprise, Storylane, Walnut
One alternative
StorylaneThree alternatives
Consensus, Navattic, SupademoThree alternatives
Arcade, HowdyGo, StorylaneTwo alternatives
HowdyGo, StorylaneGPT-5.4 miniStorylaneagainst: Consensus, Demostack, Navattic, RepriseNavattic, StorylaneChangedSupademoagainst: NavatticSupademoagainst: Arcade, Guideflowno first choicenothing named
One alternative
ArcadeTwo alternatives
Arcade, SupademoTwo alternatives
Arcade, StorylaneTwo alternatives
Navattic, StorylaneGemini 3.5 FlashStorylaneagainst: Demostack, RepriseStorylaneHeldagainst: Demostack, Reprise, WalnutSupademoagainst: Demostack, RepriseSupademoagainst: Demostack, Navattic, WalnutArcade, Navattic, Storylaneagainst: Demostack, Reprise, Saleoagainst: Consensus, Demoboost, Demostack, Reprise, Walnut
Three alternatives
Arcade, HowdyGo, SupademoThree alternatives
Arcade, Navattic, SupademoFour alternatives
Arcade, HowdyGo, Navattic, StorylaneThree alternatives
Arcade, HowdyGo, StorylaneOne alternative
WalnutPerplexity SonarStorylaneagainst: NavatticStorylaneHeldArcade, Supademoagainst: WalnutSupademoagainst: HowdyGono first choiceagainst: Consensus, Demoboost, Demostack, Navattic, Reprise, Storylane, Walnut
Two alternatives
Arcade, SupademoFour alternatives
Arcade, Consensus, Navattic, SupademoTwo alternatives
Navattic, StorylaneTwo alternatives
Arcade, LiveDemoGrok 4.20Arcadeagainst: Guideflow, Navattic, Reprise, WalnutSupademoChangedArcade, Storylaneagainst: RepriseArcadeArcade, Storylane, Supademoagainst: Reprise, Walnutagainst: Arcade, Chameleon, Navattic, Storylane, Walnut
Four alternatives
Omedym, ScreenSpace, Storylane, SupademoTwo alternatives
HowdyGo, StorylaneThree alternatives
Navattic, Supademo, WalnutThree alternatives
HowdyGo, Storylane, SupademoOne alternative
NavatticMistral SmallArcade, StorylaneSupademoChangedagainst: Consensus, Navatticno first choiceSupademoagainst: Navattic, Storylaneno first choiceagainst: Arcade, Navattic, Storylane, Walnut
Two alternatives
Navattic, SupademoTwo alternatives
Arcade Software, StorylaneEight alternatives
Arcade, HowdyGo, Layerpath, Navattic, Storylane, Supademo, Usetiful, WalnutOne alternative
ArcadeDeepSeek V4 FlashSupademoSupademoHeldagainst: Arcade, HowdyGo, NavatticSupademoagainst: WalnutArcade, Supademono first choiceagainst: Arcade, Walnutagainst: Consensus, Navattic, Saleo, Storylane, Walnut
Four alternatives
Arcade, Guideflow, HowdyGo, StorylaneOne alternative
StorylaneFour alternatives
Arcade, HowdyGo, Navattic, StorylaneThree alternatives
LiveDemo, ScreenSpace.io, StorylaneLlama 4 MaverickArcade SoftwareNavattic, Storylane, SupademoChangedNavatticSupademono first choiceagainst: Consensus, Demostack, EasyWebinar, Navattic
Four alternatives
Navattic, ScreenSpace.io, Storylane, SupademoFour alternatives
Arcade, HowdyGo, Storylane, SupademoQwen 3.7 FlashArcade, StorylaneSupademoChangedagainst: NavatticStorylaneagainst: WalnutSupademoagainst: Consensus, Walnutno first choiceagainst: DemoWizard, Navattic, Reprise
Two alternatives
Navattic, SupademoTwo alternatives
Arcade Software, StorylaneThree alternatives
Arcade Software, Navattic, SupademoOne alternative
NavatticKimi K2Arcade, Storylaneagainst: Navattic, Reprise, WalnutSupademoChangedSupademoagainst: NavatticArcade, Supademoagainst: NavatticArcade, Supademoagainst: Arcade, Consensus, Demostack, Navattic, Reprise, Walnut
Two alternatives
HowdyGo, SupademoTwo alternatives
Arcade, StorylaneThree alternatives
Arcade, HowdyGo, StorylaneTwo alternatives
LiveDemo, StorylaneTwo alternatives
Navattic, StorylaneGLM 4.7 FlashXStorylane, Supademoagainst: ConsensusArcade, SupademoChangedSupademoagainst: NavatticSupademoagainst: Navatticno first choiceagainst: Arcade, Consensus, DemoHop, Navattic, Storylane, Supademo
One alternative
Arcade SoftwareThree alternatives
Consensus, Navattic, StorylaneThree alternatives
Arcade, Guideflow, StorylaneTwo alternatives
Arcade, StorylaneMiniMax M2.5Arcade Software, SupademoSupademoChangedArcade, Supademoagainst: Navattic, WalnutMirage, SupademoNavatticagainst: Navattic, Walnut
One alternative
StorylaneTwo alternatives
Arcade, StorylaneOne alternative
StorylaneFour alternatives
Arcade, Guideflow, Storylane, SupademoGPT-6 LunaSupademoSupademoHeldagainst: WalnutSupademoagainst: NavatticSupademoStorylaneagainst: Arcade, Consensus, Demostack, Navattic, Reprise, Storylane, Walnut
Two alternatives
Arcade, NavatticOne alternative
StorylaneThree alternatives
Arcade, HowdyGo, StorylaneOne alternative
NavatticThree alternatives
Arcade, Navattic, SupademoMuse Glimmer 30BArcadeStorylaneChangedagainst: NavatticArcade, SupademoSupademono first choiceagainst: Arcade, Navattic, Reprise, Storylane, Walnut
Two alternatives
Storylane, SupademoTwo alternatives
Arcade, SupademoThree alternatives
HowdyGo, Navattic, StorylaneOne alternative
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.
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 10:50 | yes | 19 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:41 | yes | 3 | 5 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 11:17 | yes | 14 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 11:25 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:26 | yes | 5 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:44 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:40 | yes | 24 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 17:25 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:25 | yes | 5 | 21 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:38 | yes | 10 | 31 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:13 | yes | 22 | 36 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:10 | yes | 5 | 26 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:24 | yes | 3 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:26 | yes | 15 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:11 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:40 | 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 10:09 | yes | 8 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 14:53 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:26 | yes | 24 | 13 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:21 | yes | 5 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:55 | yes | 23 | 19 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:07 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:56 | yes | 10 | 39 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:32 | yes | 10 | 17 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:41 | yes | 10 | 13 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:41 | yes | 9 | 22 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:57 | yes | 3 | 16 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:50 | yes | 13 | 15 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:33 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:19 | yes | 4 | 7 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 15:41 | yes | 14 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 09:23 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:46 | yes | 10 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:01 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:54 | yes | 24 | 40 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:59 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:40 | yes | 5 | 16 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:37 | yes | 15 | 31 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:19 | yes | 25 | 77 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:25 | yes | 13 | 27 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:14 | yes | 5 | 19 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:37 | yes | 14 | 28 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:03 | yes | 17 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:06 | yes | 2 | 5 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 17:23 | yes | 7 | 19 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 15:45 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:11 | yes | 5 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:44 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 17:12 | yes | 10 | 28 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:10 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:05 | yes | 5 | 14 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:49 | yes | 15 | 34 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:59 | yes | 24 | 32 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:40 | yes | 14 | 37 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:41 | yes | 1 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:11 | yes | 15 | 19 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:37 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:53 | no | 0 | 5 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 11:19 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:57 | yes | 10 | 6 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:56 | yes | 5 | 13 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:58 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:26 | yes | 22 | 32 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:21 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:20 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:59 | yes | 10 | 22 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:06 | yes | 9 | 46 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:17 | yes | 10 | 35 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:32 | yes | 4 | 23 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:39 | yes | 12 | 20 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:39 | yes | 17 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:07 | no | 0 | 3 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 09:52 | yes | 8 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 11:42 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:56 | yes | 12 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:11 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:32 | yes | 22 | 52 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:14 | yes | 10 | 5 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:58 | yes | 5 | 22 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:46 | yes | 21 | 32 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:54 | yes | 23 | 46 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:07 | yes | 20 | 46 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:25 | yes | 4 | 15 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:28 | yes | 24 | 28 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
None. Every name in this category resolved on its own.
Unresolved, counted raw
DemoHop
DemoWizard
Demoshot
Demosmith
Demovista
Katharsis
Showcase
VideoCom
Discontinued, still offered
No shut-down product was recommended here.