Secoda vs Select Star
Four of fourteen models named Secoda first on the direct prompt; two named Select Star. Secoda was named by ten of the fourteen models and Select Star by eight and Secoda carries 18 labels and Select Star 12, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
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; every quote names the model and the prompt it came from. Both figures come from the data catalogs and governance page.
By framing
SecodaFirst choices, of fourteen modelsSelect Star
Across every category in the October 2026 Edition, Secoda and Select Star were named in the same answer thirty-five times, of the 83 answers naming Secoda and the 40 naming Select Star. In those answers Select Star took the first choice six times and Secoda seven.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | ||||
| Grok 4.1 Fast | | | ||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | |||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B |
Secoda Select Star first choice named as an alternative argued againstblank: not namedEach cell is one answer, Secoda on the left and Select Star on the right.The direct prompt
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Secoda first, Select Star an alternative
3 of 14 modelsSelect Star was named in the answer but not as the choice, or not at all.Select Star first, Secoda an alternative
1 of 14 modelsSecoda was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Secoda16%#2 of 16Select Star9%#5 of 16Secoda0%#11 of 11Select Star0%#– of 11What the models said about Secoda
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Best low-cost SaaS option: Secoda for small or early-stage teams... Secoda is the strongest SaaS candidate for small teams” Perplexity Sonar · budget prompt · first choice
“Secoda and Select Star are incredibly fast to stand up (1–2 weeks) and highly intuitive for lean teams.” Gemini 3.5 Flash · scale prompt · first choice
“For most mid-market B2B companies, Secoda is the strongest recommendation” DeepSeek V4 Flash · direct prompt · first choice
What the models said about Select Star
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Options to Avoid ... Commercial tools (Collibra, Alation, Atlan, Select Star)” DeepSeek V4 Flash · budget prompt · hard negative
“Secoda and Select Star are incredibly fast to stand up (1–2 weeks) and highly intuitive for lean teams.” Gemini 3.5 Flash · scale prompt · first choice
“the sweet spot tools are Select Star (fast, automated, SMB‑friendly)” GLM 4.7 FlashX · direct prompt · first choice
“Best Overall for Automated Lineage & Ease of Use: Select Star” Gemini 3.5 Flash · direct prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.