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. 64 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.
Standing · first-choice share
47%
Clear leader
47Supademo17Storylane14Arcade22others
47% of first choices, clear leader.
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 small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
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
09
10Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Supademo47%
Supademo47%02Storylane17%
Storylane17%03Arcade14%
Arcade14%04Navattic8%
Navattic8%05Guideflow6%
Guideflow6%06Consensus2%
Consensus2%07Walnut2%
Walnut2%08HowdyGo0%
HowdyGo0%09Demostack0%
Demostack0%10Reprise0%
Reprise0%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Mistral Small, 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.
Walnut79%
26 of 33 labels negative · 13 of 14 models · 10 hard negative
“often geared toward enterprise-scale, personalized sales demos and starts around a much higher monthly price point” Perplexity Sonar, negative prompt
Navattic40%
20 of 50 labels negative · 12 of 14 models · 5 hard negative
“Avoid or be very cautious with: Walnut, Reprise, Consensus ... Navattic – mature HTML capture with AI Copilot, but paid plans are pricing-on-request” Muse Glimmer 30B, negative prompt
Reprise86%
18 of 21 labels negative · 11 of 14 models · 9 hard negative
“positioned as a custom, enterprise sales-engineering solution with "five figures annually," which is likely too expensive for many small businesses” Perplexity Sonar, negative prompt
Storylane19%
13 of 70 labels negative · 11 of 14 models · 1 hard negative
“While functional, multiple pain points exist: **High costs for multiple demos** frustrate smaller teams” Qwen 3.7 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
81 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. 1014 links across 122 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 · Arcade55 answers · 82 citations · 14 models
vendor site · Storylane51 answers · 102 citations · 12 models
vendor site · Supademo50 answers · 85 citations · 13 models
33 answers · 53 citations · 13 models
vendor site · Navattic30 answers · 55 citations · 11 models
vendor site · Walnut29 answers · 34 citations · 13 models
vendor site · Guideflow26 answers · 39 citations · 11 models
26 answers · 26 citations · 11 models
vendor site · HowdyGo25 answers · 32 citations · 11 models
25 answers · 28 citations · 12 models
24 answers · 24 citations · 9 models
vendor site · Layerpath22 answers · 22 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.
39 answers · 13 models
32 answers · 10 models
30 answers · 12 models
26 answers · 11 models
24 answers · 9 models
24 answers · 12 models
24 answers · 11 models
21 answers · 8 models
19 answers · 10 models
19 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 | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| Supademo supademo.com | 47% | 144 | 2,900 | 41 | 20,082 | 1 | 4 |
| Storylane storylane.io | 17% | 205 | 3,600 | 30 | 3,274 | 32 | |
| Arcade arcade.software | 14% | 143 | 450,000 | 114,356 | 207,239 | 8 | |
| Navattic navattic.com | 8% | 158 | 2,900 | 27 | 4,698 | 25 | |
| Guideflow guideflow.com | 6% | 187 | 480 | 1 | 37,574 | ||
| UserGuiding userguiding.com | 2% | 163 | 390 | 0 | 9,819 | 2 | |
| Arcade Software | 2% | ||||||
| TestBox testbox.com | 2% | 17 | |||||
| Consensus goconsensus.com | 2% | 84 | 110,000 | 4,343 | 31,248 | 23 | |
| Walnut walnut.io Walnut 2%, Walnut.io 0% | 2% | 132 | 201,000 | 96,943 | 2,096 | 0 | 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 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, StorylaneStorylane, SupademoChangedSupademoSupademono first choiceagainst: Consensus, Navattic, Storylane, Walnut, WebinarJam
Two alternatives
HowdyGo, NavatticTwo alternatives
Consensus, NavatticThree alternatives
Arcade, Layerpath, StorylaneTwo alternatives
Arcade, StorylaneGPT-5.4 miniSupademoagainst: WalnutNavatticChangedSupademoSupademono first choiceagainst: Consensus, Navattic, Storylane, Supademo, Walnut
Two alternatives
Reprise, StorylaneThree alternatives
Consensus, Storylane, SupademoThree alternatives
Arcade, Navattic, StorylaneThree alternatives
Arcade, HowdyGo, StorylaneGemini 3.5 FlashSupademoagainst: Demostack, Reprise, WalnutSupademoHeldagainst: Consensus, Demostack, Reprise, WalnutSupademoagainst: Demostack, Reprise, WalnutSupademoagainst: Demostack, Navattic, Reprise, WalnutArcade, Supademoagainst: Consensus, Demostack, Reprise, Walnutagainst: Consensus, Demostack, Reprise, Walnut
Three alternatives
Arcade, HowdyGo, StorylaneTwo alternatives
Arcade, StorylaneThree alternatives
Arcade, HowdyGo, StorylaneThree alternatives
Arcade, Guideflow, StorylaneTwo alternatives
Navattic, StorylanePerplexity SonarArcade, Guideflow, Supademoagainst: Navattic, StorylaneNavattic, StorylaneChangedSupademoSupademono first choiceagainst: Consensus, Demostack, Navattic, Reprise, Storylane, Walnut
Two alternatives
Arcade, ConsensusFive alternatives
Arcade, Guideflow, HowdyGo, Navattic, StorylaneTwo alternatives
Arcade, StorylaneGrok 4.1 FastSupademoagainst: Demostack, NavatticSupademoHeldagainst: Demostack, RepriseStorylane, Supademoagainst: DemostackSupademoagainst: Demostack, WalnutArcade, Supademoagainst: Arcade, Consensus, Demostack, Guideflow, Reprise, Storylane, Walnut
Two alternatives
Arcade, StorylaneThree alternatives
Arcade, Navattic, StorylaneTwo alternatives
Arcade, NavatticOne alternative
ArcadeFour alternatives
Demostack, Navattic, Storylane, WalnutMistral SmallArcade, SupademoGuideflow, StorylaneChangedStorylane, SupademoArcade, Supademono first choiceagainst: Demostack, Reprise, Walnut
Two alternatives
Consensus, ContrastThree alternatives
Perspective, Tourial, eWebinarFour alternatives
Arcade, CrankWheel, HowdyGo, NavatticDeepSeek V4 FlashSupademoagainst: NavatticSupademoHeldagainst: NavatticHowdyGoagainst: Navattic, WalnutStorylane, Supademoagainst: Navattic, WalnutArcade, Supademoagainst: Demostack, Reprise, Walnutagainst: Navattic, Reprise, Storylane, WalkMe
Two alternatives
Arcade, StorylaneOne alternative
StorylaneThree alternatives
Arcade, Storylane, SupademoOne alternative
ArcadeThree alternatives
Guideflow, Navattic, StorylaneLlama 4 MaverickConsensus, Guideflowno first choiceChangedArcadeSupademono first choiceagainst: Arcade, Consensus, Navattic, Storylane, Walnut
One alternative
ArcadeTwo alternatives
Storylane, SupademoQwen 3.7 FlashArcadeSupademoChangedagainst: Pendo, WalkMeSupademoagainst: Navattic, TourialSupademoagainst: Arc, StorylaneNavattic, Storylaneagainst: Consensus, Demostack, Navattic, Reprise, Storylane, Walnut
Two alternatives
Consensus, GuideflowTwo alternatives
Product Fruits, StorylaneTwo alternatives
Layerpath, StorylaneThree alternatives
Demostack, Supademo, WalnutKimi K2Supademoagainst: Navattic, WalnutSupademo, UserGuidingChangedSupademoagainst: NavatticSupademoStorylaneagainst: Demostack, Reprise, Walnutagainst: Arcade, Demostack, Guideflow, Navattic, Storylane, Walnut
Two alternatives
Arcade, StorylaneTwo alternatives
HowdyGo, UserflowThree alternatives
Arcade, HowdyGo, StorylaneThree alternatives
Arcade, Navattic, StorylaneFour alternatives
Arcade, Guideflow, Navattic, SupademoGLM 4.7 FlashXSupademoStorylaneChangedArcade, SupademoArcade Softwareagainst: Omedymno first choiceagainst: Arcade – Enterprise, Consensus, Demostack, HowdyGo, Navattic, Omedym, Reprise, Storylane – Growth / Premium, TestBox
Three alternatives
Layerpath, Navattic, StorylaneFour alternatives
Arcade, Guideflow, Navattic, SupademoFive alternatives
Chameleon, Naoma, Navattic, Storylane, Walnut.ioTwo alternatives
Storylane, SupademoMiniMax M2.5TestBoxGuideflow, NavatticChangedStorylane, Supademoagainst: WalnutStorylaneno first choiceagainst: Navattic, Reprise, Storylane, Walnut
Two alternatives
Demostack, LayerpathTwo alternatives
Storylane, SupademoTwo alternatives
Arcade, NavatticOne alternative
SupademoGPT-6 LunaStorylaneSupademoChangedagainst: StorylaneSupademoSupademono first choiceagainst: Demostack, Reprise, Walnut
One alternative
NavatticOne alternative
ArcadeFour alternatives
Arcade, HowdyGo, Navattic, StorylaneTwo alternatives
Arcade, StorylaneMuse Glimmer 30BSupademoagainst: Demostack, WalnutStorylaneChangedSupademoArcadeNavattic, Walnutagainst: Consensus, Demoboost, Navattic, Omedym, Reprise, Storylane, Walnut
Two alternatives
Navattic, StorylaneTwo alternatives
Navattic, UserGuidingFive alternatives
Arcade, Demostack, Navattic, Storylane, TestBoxTwo alternatives
Storylane, SupademoThree alternatives
Arcade, Storylane, SupademoBold 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 00:30 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:20 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:40 | yes | 13 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 22:51 | yes | 19 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:45 | yes | 21 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:11 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:36 | yes | 19 | 29 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:27 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:11 | yes | 14 | 27 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:46 | yes | 18 | 21 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:43 | yes | 23 | 49 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:49 | yes | 5 | 10 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:02 | yes | 2 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:56 | yes | 15 | 16 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:19 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:47 | yes | 2 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:25 | yes | 18 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 23:07 | yes | 16 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:11 | yes | 21 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:01 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:43 | yes | 24 | 27 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:22 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:14 | yes | 10 | 31 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:40 | yes | 15 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:02 | yes | 14 | 58 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:37 | yes | 5 | 15 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:15 | yes | 3 | 17 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:33 | yes | 14 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:10 | yes | 9 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:01 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:42 | yes | 13 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:28 | yes | 20 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:04 | yes | 22 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:43 | yes | 9 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:40 | yes | 24 | 43 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:24 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:45 | yes | 9 | 15 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:10 | yes | 15 | 23 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:33 | yes | 15 | 51 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:26 | yes | 9 | 16 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:46 | yes | 5 | 30 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:27 | yes | 14 | 30 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:18 | yes | 17 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:35 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:28 | yes | 18 | 24 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:30 | yes | 20 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:22 | yes | 21 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:53 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:19 | yes | 13 | 21 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:34 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:16 | yes | 5 | 13 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:42 | yes | 13 | 36 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:36 | yes | 12 | 65 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:18 | yes | 9 | 25 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:56 | yes | 3 | 12 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:21 | yes | 13 | 16 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:11 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:40 | no | 0 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:36 | yes | 9 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:35 | yes | 19 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:34 | yes | 20 | 14 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:25 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:57 | yes | 20 | 61 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:21 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:54 | yes | 5 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:51 | yes | 17 | 29 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:39 | yes | 14 | 41 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:41 | yes | 5 | 14 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:15 | yes | 1 | 17 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:48 | yes | 15 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:18 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:41 | yes | 2 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:41 | yes | 16 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:53 | yes | 20 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:21 | yes | 24 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:20 | yes | 9 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:24 | yes | 24 | 57 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:03 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:46 | yes | 12 | 45 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:09 | yes | 24 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:18 | yes | 21 | 54 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:40 | yes | 23 | 41 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:09 | yes | 4 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:45 | yes | 19 | 27 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
Arc
Arcade – Enterprise
Cogna
CrankWheel
Naoma
PuppyDog.io
Storylane – Growth / Premium
Discontinued, still offered
No shut-down product was recommended here.