Meta Ads vs TikTok Ads
Zero of fourteen models named Meta Ads first on the direct prompt; zero named TikTok Ads. Both were named by all fourteen models and Meta Ads carries 42 labels and TikTok Ads 34, so the shares are not directly comparable.
By Meta Platforms, Menlo Park, United States, founded 2004. Named in seven categories this edition.
By TikTok, Ireland, founded 2016. Named in seven 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 video advertising page.
By framing
Meta AdsFirst choices, of fourteen modelsTikTok Ads
Across every category in the October 2026 Edition, Meta Ads and TikTok Ads were named in the same answer eighty-two times, of the 188 answers naming Meta Ads and the 121 naming TikTok Ads. In those answers TikTok Ads took the first choice four times and Meta Ads twenty-eight.
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 4.20 | | | | |||
| 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 | | | |
Meta Ads TikTok Ads first choice named as an alternative argued againstblank: not namedEach cell is one answer, Meta Ads on the left and TikTok Ads on the right.The direct prompt
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
13 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
Meta Ads9%#3 of 11TikTok Ads7%#5 of 11Meta Ads0%#– of 9TikTok Ads0%#9 of 9What the models said about Meta Ads
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“major platforms like YouTube and Meta (Facebook/Instagram) have strict advertising policies. Violations can result in harsh penalties, such as ad account suspension.” Mistral Small · negative prompt · soft negative
“Meta’s ad ecosystem is described as having strict advertising policies, so advertisers need to be careful about compliance and approval risk.” Perplexity Sonar · negative prompt · soft negative
“Meta Ads (Facebook and Instagram) is generally the best video advertising platform for companies with a limited budget.” Grok 4.20 · budget prompt · first choice
“or Facebook/Instagram if you need more precise targeting. Both allow you to start small and scale what works.” Kimi K2 · budget prompt · first choice
What the models said about TikTok Ads
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“The "Trap" to Watch Out For: TikTok Ads ... TikTok is physically too expensive to start with, and you should stick to YouTube or Meta.” Gemini 3.5 Flash · budget prompt · hard negative
“avoid broad auto-placement on TikTok/X/LinkedIn video without whitelist testing” Muse Glimmer 30B · negative prompt · hard negative
“Start with TikTok Ads if your audience is under 35, or Facebook/Instagram if you need more precise targeting.” Kimi K2 · budget prompt · first choice
“Use YouTube or TikTok if you want the largest audience and strong creative engagement.” Perplexity Sonar · comparative prompt · first choice
“running video ads directly *on-platform* (e.g., Instagram Reels, TikTok Feed, Facebook Feed) is highly effective” Gemini 3.5 Flash · negative prompt · alternative
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.