One of fourteen models named Tealium iQ Tag Management first on the direct prompt; one named Segment. Tealium iQ Tag Management was named by fourteen of the fourteen models and Segment by ten and Tealium iQ Tag Management carries 57 labels and Segment 16, so the shares are not directly comparable.
By Tealium, San Diego, United States, founded 2008. Named in one category this edition.
By Twilio, San Francisco, United States, founded 2008. Named in ten categories 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 tag management page.
Across every category in the October 2026 Edition, Tealium iQ Tag Management and Segment were named in the same answer sixty-four times, of the 183 answers naming Tealium iQ Tag Management and the 475 naming Segment. In those answers Segment took the first choice one time and Tealium iQ Tag Management nine.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Enterprise Platforms to Avoid (For Mid-Market) ... like Tealium iQ ... you should probably steer clear” Gemini 3.5 Flash · direct prompt · hard negative
“noted for unpredictable costs and is listed among systems to avoid for budget predictability” Mistral Small · negative prompt · hard negative
“When to Avoid: Tealium and Adobe ... likely overkill and too expensive” GLM 4.7 FlashX · paraphrase prompt · hard negative
“Strongest enterprise governance, privacy, and server-side capabilities. Best if compliance/security is a priority. More expensive and complex.” DeepSeek V4 Flash · scale prompt · first choice
“Shortlist 3–5 vendors: Start with GTM/GTM 360 (free trial), Tealium, Adobe.... Tealium (enterprise governance)” Grok 4.1 Fast · scale prompt · first choice
“Tealium iQ is the category standard for mid-market companies that outgrow GTM” Kimi K2 · scale prompt · first choice
No label in this category carried a quote.
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.