Adway vs ZipRecruiter
One of fourteen models named Adway first on the direct prompt; zero named ZipRecruiter. Adway was named by ten of the fourteen models and ZipRecruiter by twelve and Adway carries 12 labels and ZipRecruiter 21, so the shares are not directly comparable.
Named in two categories this edition.
Named in four 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 job advertising and distribution page.
By framing
AdwayFirst choices, of fourteen modelsZipRecruiter
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 | | |
Adway ZipRecruiter first choice named as an alternative argued againstblank: not namedEach cell is one answer, Adway on the left and ZipRecruiter on the right.The direct prompt
Adway first, ZipRecruiter not the choice
1 of 14 modelsZipRecruiter was named in the answer but not as the choice, or not at all.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
12 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
ZipRecruiter7%#4 of 13Adway4%#– of 13Adway6%#5 of 14ZipRecruiter2%#6 of 14What the models said about Adway
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Adway (Best for Limited Budgets)... For the absolute lowest cost entry point, Adway and Appcast are your best bets.” Claude Haiku 4.5 · budget prompt · first choice
“### 1. Best for Passive & Professional Candidates: Adway” Gemini 3.5 Flash · direct prompt · first choice
“1. Adway (Best Overall for Low Budget)” GLM 4.7 FlashX · budget prompt · first choice
What the models said about ZipRecruiter
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Even legitimate sites like Indeed, LinkedIn, and ZipRecruiter have scammers posting fake listings.” Kimi K2 · negative prompt · soft negative
“Indeed, LinkedIn, ZipRecruiter: Scammers post fakes here impersonating real companies” Grok 4.1 Fast · negative prompt · soft negative
“If you need to fill multiple general roles quickly: Use ZipRecruiter to blast your listing across the web” Gemini 3.5 Flash · comparative prompt · first choice
“I'd recommend ZipRecruiter as the top job posting distribution tool.” Grok 4.1 Fast · paraphrase prompt · first choice
“The go-to for Small to Medium Businesses (SMBs) needing immediate coverage.” Qwen 3.7 Flash · comparative 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.