Adway vs Broadbean
One of fourteen models named Adway first on the direct prompt; zero named Broadbean. Adway was named by ten of the fourteen models and Broadbean by nine and Adway carries 12 labels and Broadbean 11, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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 modelsBroadbean
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 Broadbean first choice named as an alternative argued againstblank: not namedEach cell is one answer, Adway on the left and Broadbean on the right.The direct prompt
Adway first, Broadbean not the choice
1 of 14 modelsBroadbean 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
Broadbean7%#3 of 11Adway2%#6 of 11What 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 Broadbean
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“buying a massive, standalone enterprise distribution tool (like Broadbean or Appcast) is often overkill and highly inefficient” Gemini 3.5 Flash · paraphrase prompt · soft negative
“I'd recommend Broadbean if your priority is reliable multi-channel job distribution” Perplexity Sonar · paraphrase prompt · first choice
“Excellent if you want a hybrid of traditional job posting (flat-fee boards) and programmatic performance-based posting in a single interface.” Gemini 3.5 Flash · scale prompt · alternative
“Broadbean is a solid alternative when repeatable feed-based multiposting is the priority.” Muse Glimmer 30B · budget 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.