Interactive demo platforms
Asked as “interactive demo platform”, and as “demo automation software for product tours”, on behalf of a mid-market B2B company. 62 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
42%
Clear leader
42Storylane26Navattic19Supademo13others
42% of first choices, clear leader.
Since October 2026▲+11Since October 2026: 31% → 42%, +11 points. Past the 11-point floor: movement.Storylane held the lead, +11 points on 31%, past the 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.This pageEnterprise
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.Standing →Mid-marketStorylane42%Clear leader▲+11Since October 2026: 31% → 42%, +11 points. Past the 11-point floor: movement.This pageEnterpriseReprise24%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 mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Storylane42%3%65endorsed leader▲+11Since October 2026: 31% → 42%, +11 points. Past the 11-point floor: movement.31% → 42%
Storylane42%3%65endorsed leader▲+11Since October 2026: 31% → 42%, +11 points. Past the 11-point floor: movement.31% → 42%02
Navattic26%14%66accepted challenger▼−5Since October 2026: 31% → 26%, −5 points. Inside the 11-point floor: within noise.31% → 26%
Navattic26%14%66accepted challenger▼−5Since October 2026: 31% → 26%, −5 points. Inside the 11-point floor: within noise.31% → 26%03Supademo19%11%57accepted challenger▼−1Since October 2026: 20% → 19%, −1 point. Inside the 11-point floor: within noise.20% → 19%
Supademo19%11%57accepted challenger▼−1Since October 2026: 20% → 19%, −1 point. Inside the 11-point floor: within noise.20% → 19%04
Arcade3%19%53accepted challenger▼−2Since October 2026: 5% → 3%, −2 points. Inside the 11-point floor: within noise.5% → 3%
Arcade3%19%53accepted challenger▼−2Since October 2026: 5% → 3%, −2 points. Inside the 11-point floor: within noise.5% → 3%05
Walnut2%23%44accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%
Walnut2%23%44accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%06
Guideflow2%0%17accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Guideflow2%0%17accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%Show the five products at 0%, ordered by negative rate
09Reprise0%32%41criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Reprise0%32%41criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%10
Demostack0%29%24criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Demostack0%29%24criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%11
Tourial0%20%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Tourial0%20%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%07
Consensus0%18%28accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Consensus0%18%28accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%08
HowdyGo0%0%18accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
HowdyGo0%0%18accepted 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
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 →
0102030405060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Storylane42%
Storylane42%02Navattic26%
Navattic26%03Supademo19%
Supademo19%04Arcade3%
Arcade3%05Walnut2%
Walnut2%06Guideflow2%
Guideflow2%07Consensus0%
Consensus0%08HowdyGo0%
HowdyGo0%09Reprise0%
Reprise0%10Demostack0%
Demostack0%11Tourial0%
Tourial0%What they warned about
Three 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 4.20, DeepSeek V4 Flash, Llama 4 Maverick, Kimi K2, 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.
Reprise32%
13 of 41 labels negative · 8 of 14 models · 3 hard negative
“Avoid for budgets: Enterprise-heavy options like Demostack, Reprise, Walnut, or Navattic” Grok 4.20, budget prompt
Arcade19%
10 of 53 labels negative · 8 of 14 models · 2 hard negative
“This platform has a relatively high negative share (32% criticized) among enterprise buyers, with concerns raised about its reliability and user experience.” Mistral Small, negative prompt
Navattic14%
9 of 66 labels negative · 8 of 14 models · 2 hard negative
“Avoid for budgets: Enterprise-heavy options like Demostack, Reprise, Walnut, or Navattic” Grok 4.20, budget prompt
Walnut23%
10 of 44 labels negative · 6 of 14 models · 5 hard negative
“Usually not the budget pick: Walnut — its published entry plan starts at $575/month billed annually” GPT-5.4 mini, budget 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. 837 links across 159 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 · Storylane52 answers · 102 citations · 14 models
vendor site · Navattic38 answers · 52 citations · 14 models
vendor site · Supademo33 answers · 57 citations · 13 models
vendor site · HowdyGo25 answers · 35 citations · 11 models
22 answers · 41 citations · 12 models
vendor site · Walnut21 answers · 26 citations · 12 models
vendor site · Arcade20 answers · 31 citations · 11 models
vendor site · eWebinar17 answers · 18 citations · 9 models
16 answers · 18 citations · 7 models
16 answers · 18 citations · 9 models
15 answers · 15 citations · 9 models
vendor site · Prospeo15 answers · 15 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.
16 answers · 10 models
15 answers · 9 models
14 answers · 9 models
13 answers · 8 models
13 answers · 8 models
12 answers · 8 models
12 answers · 8 models
12 answers · 8 models
12 answers · 9 models
12 answers · 11 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 | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Storylane storylane.io | 42% | 200 | 3,600 | 30 | 3,274 | 32 | ||
| Navattic navattic.com | 26% | 184 | 2,900 | 27 | 4,698 | 25 | ||
| Supademo supademo.com | 19% | 174 | 2,900 | 41 | 20,082 | 1 | 4 | |
| Arcade arcade.software | 3% | 144 | 450,000 | 114,356 | 207,239 | 8 | ||
| Walnut walnut.io | 2% | 116 | 201,000 | 96,943 | 2,096 | 0 | 2 | |
| Guideflow guideflow.com | 2% | 78 | 480 | 1 | 37,574 | |||
| Appcues appcues.com | 2% | 198 | 1,900 | 26 | 18,506 | 2 | ||
| Demoboost demoboost.com | 2% | 16 | 90 | 2 | 465 | 2 | ||
| UserGuiding userguiding.com | 2% | 111 | 390 | 0 | 9,819 | 2 | ||
| Pendo pendo.io | 2% | 409 | 12,100 | 761 | 19,185 | $3,609 | 93 |
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 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 4.5Navattic, StorylaneAppcues, PendoChangedNavatticSupademono first choicenothing named
Two alternatives
Guideflow, HowdyGoTwo alternatives
UserGuiding, WalkMeFive alternatives
Arcade, Reprise, Storylane, Supademo, WalnutThree alternatives
Arcade, HowdyGo, SmartCueGPT-5.4 miniNavatticagainst: RepriseStorylaneChangedArcadeStorylaneagainst: Navattic, Walnutno first choicenothing named
Three alternatives
Arcade, Consensus, StorylaneFour alternatives
Appcues, Chameleon, Navattic, SupademoSeven alternatives
Consensus, Demostack, Navattic, Reprise, Storylane, Supademo, WalnutTwo alternatives
Arcade, SupademoGemini 3.5 FlashStorylaneagainst: Demostack, RepriseNavattic, StorylaneChangedStorylaneSupademoagainst: Navattic, Reprise, Walnutno first choiceagainst: Arcade, Demostack, Reprise, Scribe, Walnut
Four alternatives
Arcade, Navattic, Supademo, WalnutFour alternatives
Arcade, Consensus, Supademo, WalnutSeven alternatives
Arcade, Demostack, Navattic, Reprise, Saleo, Supademo, WalnutThree alternatives
Arcade, HowdyGo, StorylaneNine alternatives
Arcade, Consensus, Demostack, Navattic, Reprise, Storylane, Supademo, Tourial, WalnutPerplexity SonarNavatticagainst: Demoboost, WalnutStorylaneChangedNavatticSupademoagainst: Arcadeno first choiceagainst: Arcade, Consensus, Demostack, Reprise, Saleo, Supademo, Tourial
Two alternatives
Storylane, SupademoFour alternatives
Consensus, Navattic, Supademo, WalnutSix alternatives
Arcade, Consensus, Reprise, Storylane, Supademo, WalnutTwo alternatives
HowdyGo, LiveDemoGrok 4.20Navattic, Storylaneagainst: Consensus, Fable, Supademo, Walnut, eWebinarNavatticChangedSupademoSupademoagainst: Demostack, Navattic, Reprise, WalnutStorylane, Walnutagainst: CodePen, CodeSandbox, Glitch, Glot.io, JS Bin, JSFiddle, Replit
Six alternatives
Arcade, Consensus, Demostack, Reprise, Storylane, SupademoFive alternatives
Arcade, Navattic, Reprise, Storylane, WalnutOne alternative
ArcadeFive alternatives
Arcade, Consensus, Guideflow, Navattic, RepriseMistral SmallNavattic, StorylaneNavattic, StorylaneHeldagainst: Consensusno first choiceArcade, Supademono first choiceagainst: Arcade, Supademo
One alternative
GuideflowOne alternative
HowdyGoTwo alternatives
Navattic, StorylaneDeepSeek V4 FlashNavattic, Storylaneagainst: RepriseStorylaneChangedStorylaneSupademoagainst: StorylaneStorylaneagainst: Demostack, Navattic, Reprise
One alternative
WalnutFour alternatives
Arcade, HowdyGo, Navattic, SupademoSeven alternatives
Arcade, Consensus, HowdyGo, Navattic, Reprise, Supademo, WalnutTwo alternatives
Arcade, DemortaTwo alternatives
Navattic, WalnutLlama 4 MaverickGuideflowno first choiceChangedno first choiceSupademono first choiceagainst: Arcade, Supademo
Seven alternatives
Arcade, Consensus, Fable, Navattic, Storylane, Supademo, WalnutThree alternatives
Arcade, Navattic, StorylaneQwen 3.7 FlashStorylaneStorylaneHeldno first choiceUserGuidingagainst: Pendo, WalkMeNavatticagainst: Loomagainst: Arcade, Demostack, Navattic, Supademo
Four alternatives
Arcade, Guideflow, Navattic, SupademoTwo alternatives
Navattic, SupademoFive alternatives
Demostack, Navattic, Storylane, Supademo, WalnutFour alternatives
Hyperspace, React-Joyride, Shepherd.js, UserpilotFour alternatives
Consensus, Storylane, Supademo, WalnutKimi K2Navattic, StorylaneStorylaneChangedagainst: Reprise, WalnutArcadeStorylane, Supademoagainst: Arcade, Demostack, Reprise, WalnutStorylaneagainst: Arcade, Reprise, Storylane, Walnut
Two alternatives
Arcade, GuideflowTwo alternatives
HowdyGo, NavatticFive alternatives
Navattic, Reprise, Storylane, Supademo, WalnutOne alternative
NavatticFive alternatives
Arcade, HowdyGo, Navattic, Reprise, WalnutGLM 4.7 FlashXStorylaneStorylaneHeldNavatticArcadeagainst: Navattic, Walnutno first choiceagainst: Arcade, Tourial
Four alternatives
Arcade, Guideflow, Navattic, SupademoThree alternatives
Arcade, Consensus, NavatticNine alternatives
Arcade, Demostack, Guideflow, Reprise, Storylane, Supademo, Tourial, Usetiful, WalnutFive alternatives
Guideflow, Mirage, Produktly, Storylane, SupademoMiniMax M2.5Demoboost, NavatticStorylane, SupademoChangedagainst: Consensusno first choiceSupademono first choiceagainst: Consensus, Navattic, Reprise, WalkMe
Three alternatives
Consensus, Storylane, SupademoTwo alternatives
HowdyGo, NavatticTwo alternatives
Arcade, StorylaneGPT-6 LunaNavatticStorylaneChangedStorylaneSupademoNavattic, Storylaneagainst: Reprise
One alternative
StorylaneTwo alternatives
Navattic, WalnutSeven alternatives
Arcade, Consensus, Demostack, Navattic, Reprise, Supademo, WalnutTwo alternatives
Reprise, WalnutMuse Glimmer 30BNavatticNavattic, StorylaneChangedNavatticStorylane, Supademoagainst: Navatticno first choiceagainst: Arcade, Navattic, Supademo
Four alternatives
Guideflow, Storylane, Supademo, WalnutTwo alternatives
Consensus, SupademoSeven alternatives
Arcade, Consensus, Demostack, Reprise, Storylane, Supademo, WalnutOne alternative
LiveDemoBold 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 14:57 | yes | 18 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:28 | yes | 4 | 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 09:14 | yes | 12 | 16 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 12:56 | yes | 10 | 6 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:58 | yes | 5 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:03 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:28 | yes | 24 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:39 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:43 | yes | 9 | 24 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:00 | yes | 10 | 18 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:26 | yes | 9 | 36 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:24 | yes | 5 | 30 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:21 | yes | 2 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:59 | yes | 14 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:02 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:13 | 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 12:49 | yes | 10 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 16:32 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:02 | yes | 5 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:32 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:00 | yes | 23 | 36 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:38 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:25 | yes | 10 | 20 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:45 | yes | 10 | 60 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:50 | yes | 25 | 105 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:07 | yes | 13 | 43 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:50 | yes | 3 | 17 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:21 | yes | 14 | 19 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:58 | yes | 16 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:54 | yes | 5 | 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 13:20 | yes | 7 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 10:16 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:45 | yes | 9 | 17 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:01 | yes | 5 | 5 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:55 | yes | 25 | 31 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:45 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:31 | yes | 5 | 18 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:37 | yes | 14 | 32 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:13 | yes | 25 | 36 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:02 | yes | 23 | 40 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:40 | yes | 8 | 20 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:35 | yes | 13 | 30 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:15 | yes | 10 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:54 | yes | 4 | 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 | 14 | 18 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 10:22 | yes | 10 | 2 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:19 | yes | 5 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:22 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:05 | yes | 23 | 33 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:13 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:59 | no | 0 | 31 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:39 | yes | 5 | 15 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:57 | yes | 14 | 24 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:33 | yes | 5 | 24 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:21 | yes | 2 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:10 | yes | 14 | 25 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:40 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:10 | yes | 4 | 8 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 14:37 | no | 0 | 21 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 13:09 | yes | 10 | 7 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:59 | yes | 15 | 15 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:14 | no | 0 | 2 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:20 | yes | 23 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:55 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:07 | yes | 12 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:42 | yes | 18 | 47 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:52 | yes | 13 | 23 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:43 | yes | 5 | 31 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:31 | yes | 3 | 16 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:16 | yes | 14 | 18 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:19 | no | 0 | 3 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:07 | yes | 3 | 5 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 16:39 | yes | 12 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 15:55 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:27 | yes | 15 | 14 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:36 | yes | 5 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:50 | yes | 10 | 25 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:12 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:37 | yes | 15 | 28 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:23 | yes | 24 | 34 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:57 | yes | 14 | 46 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:16 | yes | 24 | 52 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:21 | yes | 2 | 12 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:01 | yes | 22 | 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
Arclet
CodePen
CodeSandbox
DemoGo
Glitch
Glot.io
Guided Tour
Handhold
Hobbes
Hugging Face Spaces
Hyperspace
JS Bin
JSFiddle
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VS Code
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Discontinued, still offered
No shut-down product was recommended here.