Embedded analytics for small business buyers
Asked as “embedded analytics platform”, and as “embedded BI for customer-facing dashboards”, on behalf of a small B2B company. 50 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
46%
Clear leader
46Metabase12Luzmo08Draxlr34others
46% 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
Show the seven products at 0%, ordered by negative rate
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 twenty-eight head-to-head pages: the top eight products, each against each
Metabase vs ThoughtSpot EmbeddedMetabase vs CubeMetabase vs GoodDataMetabase vs Apache SupersetSisense vs LuzmoSisense vs ExploSisense vs ThoughtSpot EmbeddedSisense vs CubeSisense vs GoodDataSisense vs Apache SupersetLuzmo vs ExploLuzmo vs ThoughtSpot EmbeddedLuzmo vs CubeLuzmo vs GoodDataLuzmo vs Apache SupersetExplo vs ThoughtSpot EmbeddedExplo vs CubeExplo vs GoodDataExplo vs Apache SupersetThoughtSpot Embedded vs CubeThoughtSpot Embedded vs GoodDataThoughtSpot Embedded vs Apache SupersetCube vs GoodDataCube vs Apache SupersetGoodData vs Apache Superset
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
10P11
12
13
14
15L16
17Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Metabase46%
Metabase46%02Luzmo12%
Luzmo12%03Draxlr8%
Draxlr8%04Explo6%
Explo6%05Zoho Analytics4%
Zoho Analytics4%06Qrvey4%
Qrvey4%07Embeddable2%
Embeddable2%08Reveal BI2%
Reveal BI2%09Holistics2%
Holistics2%10GoodData2%
GoodData2%11Power BI Embedded0%
12ThoughtSpot Embedded0%
ThoughtSpot Embedded0%13Tableau Embedded Analytics0%
Tableau Embedded Analytics0%14Microsoft Power BI Embedded0%
Microsoft Power BI Embedded0%15Sisense0%
Sisense0%16Looker0%
17Tableau0%
Tableau0%What they warned about
Six of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Perplexity Sonar, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2 and GLM 4.7 FlashX 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.
Looker
74%
20 of 27 labels negative · 10 of 14 models · 9 hard negative
“Small businesses should **avoid or be extremely cautious** with enterprise-first platforms (Looker, Tableau, Power BI)” Kimi K2, negative prompt
Tableau76%
19 of 25 labels negative · 9 of 14 models · 10 hard negative
“avoid legacy enterprise BI platforms (like Tableau, Power BI, and Looker) unless you are already deeply locked into their cloud ecosystems” Gemini 3.5 Flash, scale prompt
Power BI Embedded
50%
15 of 30 labels negative · 8 of 14 models · 5 hard negative
“Avoid per-viewer pricing.** Tools like some enterprise BI platforms (Power BI Embedded, Looker, Tableau) charge per user/render” DeepSeek V4 Flash, paraphrase prompt
ThoughtSpot Embedded55%
11 of 20 labels negative · 8 of 14 models · 2 hard negative
“**Skip for now** ... Sisense, ThoughtSpot — these are powerful but carry more implementation overhead and cost” DeepSeek V4 Flash, scale 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
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. 1088 links across 128 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 · Holistics48 answers · 66 citations · 12 models
vendor site · Luzmo42 answers · 62 citations · 12 models
vendor site · Omni40 answers · 49 citations · 12 models
vendor site · Embeddable38 answers · 63 citations · 13 models
vendor site · Zoho37 answers · 66 citations · 12 models
vendor site · Cube36 answers · 37 citations · 12 models
vendor site · ThoughtSpot28 answers · 36 citations · 11 models
vendor site · Querio26 answers · 40 citations · 11 models
vendor site · G226 answers · 32 citations · 11 models
vendor site · Qrvey26 answers · 30 citations · 11 models
vendor site · Metabase24 answers · 59 citations · 9 models
23 answers · 23 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.
40 answers · 11 models
34 answers · 12 models
33 answers · 12 models
32 answers · 12 models
27 answers · 11 models
25 answers · 12 models
24 answers · 11 models
23 answers · 9 models
21 answers · 11 models
19 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 embedded analytics platform”, “embedded analytics platform”, “embedded analytics platforms”. 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 |
|---|---|---|---|---|---|---|---|---|
| Metabase metabase.com | 46% | 104 | 14,800 | 337 | 60,151 | 1 | ||
| Luzmo luzmo.com | 12% | 84 | 260 | 4 | 13,539 | 11 | 7 | |
| Draxlr draxlr.com | 8% | 25 | 320 | 0 | 684 | 0 | ||
| Explo explo.co | 6% | 37 | 3,600 | 305 | 6,266 | 0 | ||
| Zoho Analytics zoho.com | 4% | 40 | 2,900 | 23 | 1,216,894 | $51,031 | 119 | 4 |
| Qrvey qrvey.com | 4% | 43 | 260 | 0 | 1,992 | $256 | 7 | 2 |
| Embeddable embeddable.com | 2% | 50 | 720 | 156 | 2,755 | 9 | 1 | |
| Reveal BI revealbi.io | 2% | 22 | 70 | 0 | 943 | $3,974 | 24 | 5 |
| Holistics holistics.io | 2% | 27 | 110,000 | 50,047 | 41,618 | 6 | ||
| Apache Superset apache.org | 2% | 16 | 3,600 | 93 | 1,144,025 | 0 |
Google's top ten for the three searches hold 20 sites; 6 of them are among the sites the models cited here (cube.dev, embeddable.com, holistics.io, luzmo.com, qrvey.com, zoho.com). The first result for “best embedded analytics platform” is embeddable.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 embedded analytics platform for a small B2B company?”Paraphrase“Which embedded BI for customer-facing dashboards would you recommend to a small business that sells to other businesses?”Comparative“What are the top embedded analytics platforms for a small team and how do they differ?”Budget-constrained“What is the best embedded analytics platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an embedded analytics platform. What should we look at?”Negative“Which embedded analytics platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceExplo, LuzmoChangedagainst: MetabaseLuzmo, MetabaseMetabase Embeddedno first choiceagainst: Domo Everywhere, Looker, Metabase, Qlik, Tableau, Zendesk
One alternative
HolisticsTwo alternatives
Embeddable, PresetFour alternatives
Draxlr, Holistics, Luzmo, Zoho AnalyticsGPT-5.4 miniMetabaseagainst: GoodData, Looker, Microsoft Power BI Embedded, TableauMetabaseHeldagainst: Tableau Embedded AnalyticsMetabaseMetabaseagainst: Cognos, GoodData, Sisense, Tableauno first choiceagainst: Domo Everywhere
One alternative
SisenseOne alternative
Apache Superset via PresetTwo alternatives
Looker, Power BI EmbeddedTwo alternatives
Luzmo, Zoho AnalyticsGemini 3.5 FlashEmbeddableagainst: Looker, Sisense, TableauExploChangedagainst: Looker, Metabase, Microsoft Power BI Embedded, TableauEmbeddable, Luzmoagainst: Explo, Looker, Microsoft Power BI Embedded, TableauDraxlragainst: Looker, Sisense, TableauExplo, Luzmoagainst: Looker, Microsoft Power BI Embedded, Tableauagainst: Apache Superset, Chart.js, D3.js, Google Looker, Highcharts, Microsoft Power BI Embedded, Salesforce Tableau, Sisense
Three alternatives
Luzmo, Metabase, OmniTwo alternatives
Embeddable, LuzmoThree alternatives
Draxlr, Metabase, ToucanThree alternatives
Cube Core, Metabase, Zoho AnalyticsThree alternatives
Cube, Embeddable, MetabasePerplexity SonarZoho Analyticsagainst: OmniLuzmoChangedagainst: Microsoft Power BI Embedded, TableauLuzmo, MetabaseMetabaseno first choiceagainst: Looker Embedded, Power BI Embedded, Sisense, Tableau Embedded Analytics, ThoughtSpot Embedded
Three alternatives
Bold BI, Cube, Reveal BIThree alternatives
Cube, Explo, MetabaseThree alternatives
Cube, Reveal BI, ThoughtSpot EmbeddedOne alternative
Zoho AnalyticsGrok 4.1 FastMetabaseagainst: SisenseMetabaseHeldagainst: Looker, Sisense, Tableau Embedded AnalyticsZoho Analyticsagainst: Looker, Power BI Embedded, Sisense, TableauMetabaseagainst: Power BI EmbeddedLuzmo, Metabaseagainst: Looker, Power BI Embedded, Sisense, Tableau, ThoughtSpot Embedded
Four alternatives
Bold BI, Luzmo, Power BI Embedded, Zoho AnalyticsTwo alternatives
Luzmo, Power BI EmbeddedFour alternatives
GoodData, Holistics, Luzmo, Reveal BIThree alternatives
Amazon QuickSight, Google Looker Studio, Zoho AnalyticsMistral SmallMetabaseMetabaseHeldLuzmoDraxlragainst: Power BI Embeddedno first choicenothing named
Three alternatives
Domo Everywhere, Knowi, Zoho AnalyticsThree alternatives
Power BI Embedded, Sigma, Tableau Embedded AnalyticsSix alternatives
Embeddable, Metabase, Power BI Embedded, Qrvey, Reveal BI, SisenseTwo alternatives
Embeddable, MetabaseDeepSeek V4 FlashReveal BIagainst: Domo Everywhere, Looker, Power BI Embedded, Sisense, Tableau, ThoughtSpot EmbeddedSumboardChangedagainst: Looker, Power BI Embedded, TableauLuzmo, Metabaseagainst: GoodData, Looker, Power BI Embedded, SisenseDraxlragainst: Google Data Studio, LuzmoRevealagainst: GoodData, Holistics, Looker, Microsoft Power BI Embedded, Sisense, Tableau, ThoughtSpot Embeddedagainst: GoodData, Google Looker, Power BI Embedded, Sigma, Sisense, Tableau, ThoughtSpot Embedded
Two alternatives
Luzmo, Zoho AnalyticsFour alternatives
Holistics, Luzmo, Metabase, Zoho AnalyticsOne alternative
Zoho AnalyticsTwo alternatives
Metabase, Zoho AnalyticsFive alternatives
Databrain, Draxlr, Explo, Luzmo, OmniLlama 4 Maverickno first choiceagainst: MetabaseMoraChangedno first choiceQrveyno first choiceagainst: GoodData, Sisense, ThoughtSpot Embedded
Two alternatives
Embeddable, SumboardThree alternatives
Basedash, Power BI Embedded, ThoughtSpot EmbeddedQwen 3.7 FlashGoodData, MetabaseDashThisChangedagainst: Microsoft Power BI Embedded, Tableau Embedded AnalyticsLuzmoMetabaseagainst: Qlik, Sigma Computing, Tableauno first choiceagainst: Microsoft Power BI Embedded, Qlik, Tableau
Three alternatives
Lightdash, Sisense, SupersetFour alternatives
AgencyAnalytics, Holistics, Luzmo, Zoho AnalyticsFour alternatives
Embeddable, Metabase, Qrvey, Zoho AnalyticsTwo alternatives
GoodData, LightdashKimi K2Zoho AnalyticsMetabaseChangedagainst: Looker, Power BI Embedded, TableauMetabaseagainst: Tableau Embedded AnalyticsApache Superset, Metabaseno first choiceagainst: Apache Superset, Metabase, Omni, ThoughtSpot Embeddedagainst: Looker, Microsoft Power BI Embedded, Tableau Embedded Analytics, ThoughtSpot Embedded
Three alternatives
Draxlr, Explo, Reveal BITwo alternatives
Luzmo, Reveal BIFour alternatives
Explo, Luzmo, Power BI Embedded, Zoho AnalyticsThree alternatives
Amazon QuickSight, Grafana, RendrFive alternatives
Amazon QuickSight, Luzmo, Qrvey, Reveal BI, Zoho AnalyticsGLM 4.7 FlashXLuzmoMetabaseChangedagainst: Amazon QuickSight, GoodData.ai, Power BI Embedded, Tableau Embedded Analytics, ThoughtSpot EmbeddedQuerioLuzmo, Qrveyno first choiceagainst: Looker, Power BI Embedded, Tableau Embedded Analytics
Four alternatives
Holistics, Metabase, Qrvey, Zoho AnalyticsTwo alternatives
Cube.dev, Zoho AnalyticsSix alternatives
Looker, Luzmo, Metabase, Power BI Embedded, Sisense, Tableau Embedded AnalyticsThree alternatives
Amazon QuickSight, Metabase, Zoho AnalyticsMiniMax M2.5MetabaseMetabaseHeldMicrosoft Power BI Embedded, TableauDraxlrHolisticsagainst: Looker, Microsoft Power BI Embedded, Qrvey, Tableau, ThoughtSpot Embedded, Zoho Analytics
Three alternatives
Grow, Luzmo, Power BI EmbeddedFour alternatives
Cube.dev, Embeddable, Luzmo, Power BI EmbeddedOne alternative
ThoughtSpot EmbeddedTwo alternatives
Looker Studio, MetabaseFour alternatives
Looker, Power BI Embedded, Sisense, ThoughtSpot EmbeddedGPT-6 LunaMetabaseagainst: LuzmoMetabaseHeldagainst: LuzmoMetabaseagainst: Luzmo, Power BI EmbeddedMetabaseno first choiceagainst: Looker, Metabase, Power BI Embedded, Sisense, Tableau Embedded Analytics
One alternative
EmbeddableOne alternative
Power BI EmbeddedThree alternatives
Apache Superset, Embeddable, PresetOne alternative
Apache SupersetMuse Glimmer 30BMetabaseMetabaseHeldagainst: SupersetMetabaseMetabaseno first choiceagainst: Amazon QuickSight, Domo Everywhere, GoodData, Looker, Metabase interactive embedding, Power BI Embedded, Qlik, ThoughtSpot Embedded
Four alternatives
Luzmo, Omni, Reveal BI, Zoho AnalyticsOne alternative
LightdashFour alternatives
Holistics, Lightdash, Luzmo – formerly Cumul.io, Reveal BISix alternatives
Apache Superset, Embeddable, Lightdash, Looker Studio, Luzmo, QrveyBold 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 | 2026-10-04 23:21 | no | 0 | 3 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:12 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:32 | yes | 15 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 01:37 | yes | 18 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:28 | yes | 25 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:18 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:48 | yes | 24 | 29 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:45 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:01 | no | 0 | 28 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:05 | yes | 17 | 17 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:07 | yes | 15 | 94 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:51 | yes | 17 | 37 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:06 | yes | 4 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:16 | yes | 13 | 13 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:42 | yes | 17 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:17 | yes | 3 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:05 | yes | 17 | 28 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 22:36 | yes | 18 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:58 | yes | 22 | 14 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:56 | yes | 12 | 8 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:56 | yes | 24 | 77 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:38 | yes | 5 | 4 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:50 | yes | 10 | 37 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:35 | yes | 24 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:03 | yes | 25 | 66 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:19 | yes | 20 | 66 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:50 | yes | 4 | 18 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:33 | yes | 25 | 22 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:06 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:09 | yes | 4 | 5 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:39 | yes | 18 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:13 | yes | 16 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:49 | yes | 19 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:51 | yes | 13 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:55 | yes | 23 | 34 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:27 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:49 | yes | 15 | 26 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:02 | yes | 17 | 29 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:45 | yes | 19 | 74 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:09 | yes | 5 | 20 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:22 | yes | 5 | 20 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:35 | yes | 24 | 32 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:55 | yes | 16 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:18 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:39 | yes | 14 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 23:34 | yes | 16 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:46 | yes | 23 | 11 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 | 2026-10-05 00:24 | yes | 23 | 25 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:49 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:54 | no | 0 | 29 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:43 | yes | 15 | 16 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:41 | yes | 25 | 53 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:29 | yes | 15 | 34 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:59 | yes | 2 | 16 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:43 | yes | 14 | 23 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:47 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:55 | no | 0 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:13 | yes | 10 | 28 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:54 | yes | 18 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:19 | yes | 16 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:27 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:04 | yes | 22 | 39 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:20 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:30 | yes | 5 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:56 | yes | 14 | 62 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:05 | yes | 9 | 19 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:17 | yes | 8 | 13 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:22 | yes | 4 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:24 | yes | 11 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:51 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:42 | yes | 5 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:52 | yes | 22 | 26 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 01:07 | yes | 19 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:44 | yes | 22 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:48 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:56 | yes | 24 | 53 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:06 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:34 | yes | 15 | 39 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:39 | yes | 22 | 27 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:47 | yes | 22 | 38 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:38 | yes | 12 | 26 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:34 | yes | 5 | 15 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:26 | yes | 16 | 30 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
Domo read as Domo Everywhere
Power BI read as Microsoft Power BI Embedded
Tableau Embedded read as Tableau Embedded Analytics
ThoughtSpot read as ThoughtSpot Embedded
Unresolved, counted raw
AgencyAnalytics
Apache Superset via Preset
Appsmith
Bryntum
Chartio
Cognos
Cube Core (formerly Cube.js)
DashThis
Embeedable
GoodData.ai
Google Looker Studio
Highcharts
Lummo
Luzmo – formerly Cumul.io
Metabase interactive embedding
Rendr
Salesforce Tableau (Tableau Embedded)
Discontinued, still offered
No shut-down product was recommended here.