Three of twelve models named JobTarget first on the direct prompt; zero named ZipRecruiter. JobTarget was named by eight of the twelve models and ZipRecruiter by twelve and JobTarget carries 15 labels and ZipRecruiter 25, so the shares are not directly comparable.
Named in one category 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 twelve 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.
| 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 |
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. Three of four in this category shown.
“JobTarget: Highly popular for mid-market companies; offers scalable programmatic tiers (like JobTarget360) and plays very well with mid-market ATS systems.” Gemini 3.5 Flash · scale prompt · first choice
“the best choice is usually JobTarget if you want programmatic job advertising with budget control and self-serve flexibility” GPT-5.4 mini · budget prompt · first choice
“JobTarget stands out as the best option for a company with a limited budget seeking a programmatic job advertising platform.” Grok 4.1 Fast · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Many major platforms (including Indeed and ZipRecruiter) have shifted heavily toward pay-per-click or pay-per-application models” Gemini 3.5 Flash · negative prompt · soft negative
“some users report that its job matching algorithm is ineffective and that it may repost outdated or fake listings” Mistral Small · negative prompt · soft negative
“Ineffective matching, ghost jobs, scammers hijack listings; mixed ROI complaints despite some successes.” Grok 4.1 Fast · negative prompt · soft negative
“I'd suggest ZipRecruiter because: ✅ Broad distribution (100+ boards)” MiniMax M2.5 · paraphrase prompt · first choice
“For most small businesses, ZipRecruiter is the best option” Qwen 3.7 Flash · budget prompt · first choice
“A Connector Tool (Like ZipRecruiter or Jobvite) to distribute the above posts to lesser-known boards automatically.” Qwen 3.7 Flash · paraphrase 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.