# Sisense vs ThoughtSpot Embedded: which do AI models recommend for embedded analytics, October 2026

IT AI Recommendation Index, October 2026 Edition, Embedded analytics. Five of fourteen models named Sisense first on the direct prompt; one named ThoughtSpot Embedded. Page: https://it-ai-index.com/it-data/embedded-analytics/sisense-vs-thoughtspot-embedded/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Sisense | 15% | #2 of 19 | 28% | 39 | 14 of 14 |
| ThoughtSpot Embedded | 5% | #5 of 19 | 19% | 36 | 11 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: sisense first (first choices: Sisense) (alternatives: Holistics, Looker Embedded, Metabase, Power BI Embedded)
- GPT-5.4 mini: sisense first (first choices: Sisense) (alternatives: Looker, Power BI Embedded, ThoughtSpot Embedded)
- Mistral Small: sisense first (first choices: Explo, Sisense) (alternatives: Microsoft Power BI Embedded, Tableau Embedded Analytics)
- Qwen 3.7 Flash: sisense first (first choices: Sisense) (alternatives: Looker, Microsoft Power BI Embedded, ThoughtSpot Embedded)
- Muse Glimmer 30B: sisense first (first choices: Sisense) (alternatives: Reveal BI, Toucan)
- Perplexity Sonar: thoughtspot embedded first (first choices: ThoughtSpot Embedded) (alternatives: Cube, Looker, Zoho Analytics)
- DeepSeek V4 Flash: neither first, one named (first choices: Luzmo) (alternatives: GoodData, Sisense)
- GLM 4.7 FlashX: neither first, one named (first choices: Metabase) (alternatives: Looker, ThoughtSpot Embedded)
- MiniMax M2.5: neither first, one named (first choices: Microsoft Power BI Embedded) (alternatives: Cube, Explo, Grow, Looker, Metabase, Sisense, Tableau Embedded Analytics, ThoughtSpot Embedded)
- GPT-6 Luna: neither first, one named (first choices: Metabase) (alternatives: Looker Embed, Sisense, ThoughtSpot Embedded)
- Gemini 3.5 Flash: neither named (first choices: Omni) (alternatives: Embeddable, Luzmo, Metabase, Qrvey)
- Grok 4.1 Fast: neither named (first choices: Reveal BI) (alternatives: Bold BI, Domo Everywhere, Power BI Embedded, Tableau, Zoho Analytics)
- Llama 4 Maverick: neither named (first choices: Reveal BI) (alternatives: Cube.dev, Omni.co, Thinklytics Insights, Zoho)
- Kimi K2: neither named (first choices: Explo) (alternatives: Looker, Metabase, Power BI Embedded, Preset)

## What the models said about Sisense

- "A catastrophic, highly publicized supply chain data breach in April 2024." (Gemini 3.5 Flash, negative prompt, hard negative)
- "Avoid: Enterprise platforms like Tableau, Looker, or Sisense" (Kimi K2, budget prompt, hard negative)
- "Enterprise-grade tools (like Looker, Sisense, or Tableau) often require complex sales negotiations and five-to-six-figure annual contracts." (Gemini 3.5 Flash, budget prompt, soft negative)
- "Sisense is widely considered the strongest all-around contender due to its balance of price, ease of integration, and powerful visualization engine." (Qwen 3.7 Flash, direct prompt, first choice)
- "Best for mid-market SaaS products that want a turnkey embedded solution; teams without ecosystem commitments to Microsoft or Salesforce" (Claude Haiku 4.5, direct prompt, first choice)
- "For most mid-market B2B companies, Sisense and Explo are the strongest contenders, with Sisense leading for technical flexibility" (Mistral Small, direct prompt, first choice)

## What the models said about ThoughtSpot Embedded

- "Avoid: Looker, Domo, ThoughtSpot, and GoodData if budget is your primary constraint" (DeepSeek V4 Flash, budget prompt, hard negative)
- "ThoughtSpot — embedded but still iframe/API oriented, with limitations around flexibility and governance overhead" (Perplexity Sonar, negative prompt, soft negative)
- "were primarily built for internal analyst teams, not customer-facing embedding" (Grok 4.1 Fast, negative prompt, soft negative)
- "I would choose ThoughtSpot Embedded for a typical mid-market B2B company that wants a mature platform and quicker adoption." (Perplexity Sonar, direct prompt, first choice)
- "ThoughtSpot is positioned as an AI-native analytics platform... ThoughtSpot wins on pure AI and ease of use" (GLM 4.7 FlashX, comparative prompt, first choice)
- "Best overall balance for product-led customer facing analytics: Sigma Embedded or ThoughtSpot Embedded" (Muse Glimmer 30B, paraphrase prompt, first choice)

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; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.