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 November 2026 Edition.
Standing · first-choice share
24%
Contested · Consensus 17%
24Reprise17Consensus12Navattic47others
24% of first choices, contested.
Since October 2026▲+7Since October 2026: 17% → 24%, +7 points. Inside the 11-point floor: within noise.Reprise held the lead, +7 points on 17%, 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.Standing →Mid-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.This page
Supademo44%Clear leader▼−3Since October 2026: 47% → 44%, −3 points. Inside the 11-point floor: within noise.Standing →Mid-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.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Reprise24%11%53accepted challenger▲+7Since October 2026: 17% → 24%, +7 points. Inside the 11-point floor: within noise.17% → 24%
Reprise24%11%53accepted challenger▲+7Since October 2026: 17% → 24%, +7 points. Inside the 11-point floor: within noise.17% → 24%02
Consensus17%0%40accepted challenger▲+5Since October 2026: 12% → 17%, +5 points. Inside the 11-point floor: within noise.12% → 17%
Consensus17%0%40accepted challenger▲+5Since October 2026: 12% → 17%, +5 points. Inside the 11-point floor: within noise.12% → 17%03
Navattic12%20%59accepted challenger▼−5Since October 2026: 17% → 12%, −5 points. Inside the 11-point floor: within noise.17% → 12%
Navattic12%20%59accepted challenger▼−5Since October 2026: 17% → 12%, −5 points. Inside the 11-point floor: within noise.17% → 12%04
Walnut10%14%42accepted challenger▼−7Since October 2026: 17% → 10%, −7 points. Inside the 11-point floor: within noise.17% → 10%
Walnut10%14%42accepted challenger▼−7Since October 2026: 17% → 10%, −7 points. Inside the 11-point floor: within noise.17% → 10%05Storylane9%18%57accepted challenger▼−3Since October 2026: 12% → 9%, −3 points. Inside the 11-point floor: within noise.12% → 9%
Storylane9%18%57accepted challenger▼−3Since October 2026: 12% → 9%, −3 points. Inside the 11-point floor: within noise.12% → 9%06
Demostack7%8%37accepted challenger▲+2Since October 2026: 5% → 7%, +2 points. Inside the 11-point floor: within noise.5% → 7%
Demostack7%8%37accepted challenger▲+2Since October 2026: 5% → 7%, +2 points. Inside the 11-point floor: within noise.5% → 7%07
HowdyGo5%17%12accepted challenger▼−4Since October 2026: 9% → 5%, −4 points. Inside the 11-point floor: within noise.9% → 5%
HowdyGo5%17%12accepted challenger▼−4Since October 2026: 9% → 5%, −4 points. Inside the 11-point floor: within noise.9% → 5%08
Guideflow3%8%12accepted challenger=heldSince October 2026: 3% → 3%, ±0 points. Inside the 11-point floor: within noise.3% → 3%
Guideflow3%8%12accepted challenger=heldSince October 2026: 3% → 3%, ±0 points. Inside the 11-point floor: within noise.3% → 3%09Supademo3%39%33criticized challenger▲+3Since October 2026: 0% → 3%, +3 points. Inside the 11-point floor: within noise.0% → 3%
Supademo3%39%33criticized challenger▲+3Since October 2026: 0% → 3%, +3 points. Inside the 11-point floor: within noise.0% → 3%Show the one product at 0%, ordered by negative rate
10
Arcade0%52%23criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Arcade0%52%23criticized 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.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
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% negative40%
Key
01Reprise24%
Reprise24%02Consensus17%
Consensus17%03Navattic12%
Navattic12%04Walnut10%
Walnut10%05Storylane9%
Storylane9%06Demostack7%
Demostack7%07HowdyGo5%
HowdyGo5%08Guideflow3%
Guideflow3%09Supademo3%
Supademo3%10Arcade0%
Arcade0%What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.20, 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.
Arcade52%
12 of 23 labels negative · 10 of 14 models · 2 hard negative
“Arcade: It has a free-tier heavy pricing model, which can scale poorly for enterprise buyers.” Llama 4 Maverick, negative prompt
Navattic20%
12 of 59 labels negative · 9 of 14 models · 3 hard negative
“Similar concerns around security documentation and enterprise features; it may lack the full suite of controls” Grok 4.20, negative prompt
Supademo39%
13 of 33 labels negative · 9 of 14 models · 3 hard negative
“Frequently flagged for limited data isolation, no guaranteed advanced governance, and weaker enterprise posture on lower tiers.” Grok 4.20, negative prompt
Storylane18%
10 of 57 labels negative · 7 of 14 models · 2 hard negative
“Cited for a limited security posture in enterprise contexts, despite claiming GDPR compliance and offering a DPA.” Grok 4.20, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
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. 911 links across 190 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 · Storylane57 answers · 117 citations · 14 models
vendor site · Navattic33 answers · 52 citations · 14 models
vendor site · Supademo32 answers · 43 citations · 13 models
vendor site · Reprise29 answers · 49 citations · 13 models
vendor site · HowdyGo29 answers · 39 citations · 12 models
vendor site · Arcade27 answers · 37 citations · 10 models
vendor site · Walnut21 answers · 25 citations · 10 models
19 answers · 33 citations · 12 models
19 answers · 26 citations · 10 models
publisher (Gane)16 answers · 26 citations · 7 models
vendor site · eWebinar16 answers · 16 citations · 8 models
vendor site · Guideflow15 answers · 23 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.
32 answers · 13 models
15 answers · 7 models
14 answers · 7 models
13 answers · 8 models
13 answers · 5 models
13 answers · 9 models
12 answers · 7 models
11 answers · 7 models
11 answers · 7 models
11 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 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 Reprise 24%, Reprise Demo Software 2% | 26% | 111 | 27,100 | 2,207 | 1,589 | 0 | |
| Consensus goconsensus.com | 17% | 113 | 110,000 | 4,343 | 31,248 | 23 | |
| Navattic navattic.com | 12% | 184 | 2,900 | 27 | 4,698 | 25 | |
| Walnut walnut.io | 10% | 116 | 201,000 | 96,943 | 2,096 | 0 | 2 |
| Storylane storylane.io | 9% | 200 | 3,600 | 30 | 3,274 | 32 | |
| Demostack demostack.com | 7% | 71 | 320 | 0 | 7,018 | 7 | |
| HowdyGo howdygo.com | 5% | 53 | 260 | 2 | 1,980 | 0 | |
| Guideflow guideflow.com | 3% | 78 | 480 | 1 | 37,574 | ||
| Supademo supademo.com | 3% | 174 | 2,900 | 41 | 20,082 | 1 | 4 |
| Demoboost demoboost.com | 2% | 16 | 90 | 2 | 465 | 2 |
Google's top ten for the two searches hold 14 sites; 3 of them are among the sites the models cited here (g2.com, 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 4.5WalnutConsensusChangedno first choiceHowdyGoagainst: Arcade, Supademono first choicenothing named
Two alternatives
Consensus, RepriseThree alternatives
Demostack, Reprise, WalkMeSeven alternatives
Consensus, Demostack, Karumi, Navattic, Reprise, Storylane, WalnutTwo alternatives
Guideflow, NavatticGPT-5.4 miniStorylaneagainst: NavatticRepriseChangedagainst: StorylaneRepriseagainst: Arcade, SupademoWalnutagainst: StorylaneSupademonothing named
Three alternatives
Consensus, Reprise, SupademoOne alternative
NavatticFour alternatives
Consensus, Navattic, Storylane, WalnutOne alternative
DemostackGemini 3.5 FlashRepriseRepriseHeldDemostack, RepriseNavatticagainst: Arcade, StorylaneRepriseagainst: Arcade, Demostack, Guideflow, HowdyGo, Navattic, Reprise, Saleo, Storylane, Supademo, TestBox, Walnut
Five alternatives
Consensus, Demostack, Navattic, Storylane, WalnutThree alternatives
Consensus, Demostack, NavatticFive alternatives
Consensus, Navattic, Saleo, Storylane, WalnutThree alternatives
Demostack, HowdyGo, RepriseFour alternatives
Demostack, Navattic, Storylane, WalnutPerplexity SonarRepriseRepriseHeldRepriseWalnutagainst: Navattic, Repriseno first choiceagainst: Arcade, Demostack, Olto, Reprise, Supademo
Four alternatives
Consensus, Guideflow, Navattic, WalnutTwo alternatives
Navattic, StorylaneEight alternatives
Arcade, Consensus, Demostack, Navattic, Saleo, Storylane, TestBox, WalnutOne alternative
StorylaneGrok 4.20Demostack, Repriseagainst: Arcade, SupademoConsensusChangedNavattic, RepriseDemostack, Repriseagainst: Navattic, Storylane, Supademo, WalnutStorylaneagainst: HowdyGo, Supademoagainst: Figma, Navattic, Storylane, Supademo
Three alternatives
Navattic, Storylane, WalnutFive alternatives
Arcade, CloudShare, Demostack, Navattic, StorylaneThree alternatives
Consensus, Demostack, WalnutOne alternative
ConsensusFive alternatives
Consensus, Demostack, Navattic, Reprise, WalnutMistral SmallGuideflowConsensus, NavatticChangedRepriseDemostack, Navattic, Repriseno first choicenothing named
One alternative
ConsensusTwo alternatives
Guideflow, StorylaneFive alternatives
Consensus, Demoboost, Navattic, Storylane, WalnutOne alternative
ConsensusDeepSeek V4 FlashWalnutConsensusChangedRepriseagainst: SupademoStorylaneagainst: Arcade, Demostack, Navattic, Reprise, Walnutno first choiceagainst: Arcade Software, LiveDemo, Navattic, Storylane, Supademo, Walnut
Five alternatives
Consensus, Demostack, Navattic, Reprise, StorylaneThree alternatives
Navattic, Storylane, WalnutFive alternatives
Consensus, Demostack, Navattic, Storylane, WalnutOne alternative
SupademoThree alternatives
Demoboost, Storylane, SupademoLlama 4 Maverickno first choiceConsensus, Navattic, StorylaneChangedno first choiceno first choiceno first choiceagainst: Arcade, Navattic, Reprise, Storylane, Walnut
Four alternatives
HowdyGo, Navattic, Storylane, SupademoQwen 3.7 FlashNavatticagainst: Seismic, ShowpadRepriseChangedConsensus, WalnutNavattiveno first choicenothing named
Two alternatives
Archetype, DemostackThree alternatives
Demostack, Navattic, StorylaneThree alternatives
Instruqt, Navattic, RepriseTwo alternatives
Arcade, Demo.coKimi K2Consensus, WalnutConsensus, WhatfixChangedNavatticHowdyGoagainst: Navattic, Reprise, Supademo, Walnutno first choiceagainst: Arcade, Navattic, Storylane
Two alternatives
Demostack, RepriseTwo alternatives
Reprise, WalkMeFour alternatives
Consensus, Demostack, Reprise, WalnutOne alternative
CloudShareGLM 4.7 FlashXDemoboost, DemostackRepriseChangedNavatticArcade Software, Storylaneno first choicenothing named
Four alternatives
Navattic, Reprise, Storylane, WalnutThree alternatives
Navattic, Storylane, TourialFour alternatives
Guideflow, Reprise, Storylane, SupademoOne alternative
Reprise Demo SoftwareMiniMax M2.5Consensus, GuideflowConsensus, RepriseChangedno first choiceReprise Demo SoftwareSupademoagainst: Storylanenothing named
Two alternatives
Navattic, RepriseOne alternative
NavatticNine alternatives
Consensus, Demostack, HowdyGo, Instruqt, Navattic, Reprise, Storylane, Supademo, WalnutThree alternatives
Consensus, Guideflow, RepriseGPT-6 LunaNavatticRepriseChangedno first choiceHowdyGono first choiceagainst: Arcade, Navattic, Supademo
Two alternatives
Reprise, StorylaneTwo alternatives
Storylane, WalnutSeven alternatives
Consensus, Demoboost, Demostack, Navattic, Reprise, Storylane, WalnutOne alternative
SupademoMuse Glimmer 30BConsensusNavatticChangedNavattic, Reprise, WalnutReprise, Walnutagainst: Arcade, Navatticno first choiceagainst: Arcade, Hugging Face Spaces with Gradio / Streamlit apps, Supademo
Six alternatives
Demostack, Guideflow, Navattic, Reprise, Storylane, WalnutOne alternative
DemoboostFour alternatives
Consensus, Demostack, Storylane, SupademoTwo alternatives
HowdyGo, RendemoBold 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 10:30 | yes | 10 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:38 | yes | 5 | 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 15:12 | yes | 12 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 09:44 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:02 | yes | 5 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:23 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:39 | yes | 21 | 19 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:33 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:34 | no | 0 | 24 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:29 | yes | 19 | 22 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:03 | yes | 10 | 108 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:44 | yes | 5 | 22 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:25 | yes | 4 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:06 | yes | 12 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:35 | yes | 15 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:41 | 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 13:26 | yes | 8 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 14:36 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:54 | yes | 5 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:21 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:57 | yes | 24 | 31 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 17:22 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:46 | yes | 15 | 66 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:22 | yes | 20 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:17 | yes | 25 | 40 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:20 | yes | 10 | 19 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:45 | yes | 3 | 13 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:39 | yes | 24 | 37 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:54 | yes | 15 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:21 | yes | 5 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:15 | yes | 16 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 10:33 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:59 | yes | 14 | 17 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:42 | yes | 5 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:09 | yes | 24 | 58 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:23 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:16 | yes | 5 | 30 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:28 | yes | 19 | 24 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:13 | yes | 23 | 145 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:00 | yes | 8 | 41 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:03 | yes | 7 | 23 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:17 | yes | 15 | 37 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:47 | yes | 16 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:23 | yes | 3 | 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 09:55 | yes | 13 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:52 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:43 | yes | 12 | 14 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:05 | yes | 5 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 17:20 | yes | 9 | 87 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:43 | yes | 5 | 4 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:47 | no | 0 | 27 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:10 | yes | 25 | 27 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:51 | yes | 25 | 27 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:01 | yes | 9 | 30 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:50 | yes | 2 | 18 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:35 | yes | 20 | 35 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:04 | yes | 9 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:07 | yes | 1 | 6 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 10:37 | no | 0 | 16 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 17:11 | yes | 10 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:16 | yes | 10 | 17 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:02 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:46 | yes | 20 | 34 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:03 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:23 | yes | 9 | 41 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:16 | yes | 23 | 32 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:51 | yes | 14 | 26 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:51 | yes | 10 | 32 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:05 | yes | 3 | 19 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:13 | yes | 8 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:46 | yes | 20 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:22 | yes | 4 | 6 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 11:28 | yes | 9 | 28 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 09:59 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:49 | yes | 14 | 18 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:41 | yes | 12 | 12 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:35 | yes | 24 | 66 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:52 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:03 | no | 0 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:27 | yes | 22 | 31 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:14 | yes | 20 | 30 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:50 | yes | 9 | 40 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:39 | yes | 2 | 27 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:53 | yes | 18 | 32 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
None. Every name in this category resolved on its own.
Unresolved, counted raw
Archetype
Demo.co
Hugging Face Spaces with Gradio / Streamlit apps
Karumi
Naoma
Navattive
Olto
Pilgrim.io
SwiftDemos
Discontinued, still offered
No shut-down product was recommended here.