One of fourteen models named JobTarget first on the direct prompt; four named Joveo. JobTarget was named by twelve of the fourteen models and Joveo by twelve and JobTarget carries 26 labels and Joveo 31, 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 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.
Across every category in the October 2026 Edition, JobTarget and Joveo were named in the same answer thirty times, of the 55 answers naming JobTarget and the 143 naming Joveo. In those answers Joveo took the first choice six times and JobTarget ten.
| 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. Five of six in this category shown.
“best overall for automated programmatic distribution plus attribution-ready reporting, but it is generally more oriented to larger teams” Muse Glimmer 30B · budget prompt · soft negative
“may overkill pricing/setup for most SMBs” Grok 4.1 Fast · paraphrase prompt · soft negative
“Highly geared toward mid-market teams managing 15 to 50 concurrent openings, offering flexible budgeting and unified analytics.” Gemini 3.5 Flash · scale prompt · first choice
“My default recommendation is JobTarget, especially if you hire steadily and want job distribution with budget optimization” GPT-6 Luna · paraphrase prompt · first choice
“JobTarget stands out as the best programmatic job advertising platform for companies with limited budgets.” 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. Four of four in this category shown.
“high minimum media spends (which typically start at $2,000 to $5,000+ per month for enterprise-grade Demand-Side Platforms like Joveo or Appcast Enterprise)” Gemini 3.5 Flash · budget prompt · soft negative
“enterprise heavyweights like *Appcast* and *Joveo* are industry giants” Gemini 3.5 Flash · scale prompt · soft negative
“Joveo is the most commonly recommended programmatic job advertising platform in current market discussions.” Muse Glimmer 30B · direct prompt · first choice
“Joveo is the strongest choice due to its superior ratings, feature depth, and value” Kimi K2 · 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.