Workable vs SeekOut
One of twelve models named Workable first on the direct prompt; one named SeekOut. Workable was named by eleven of the twelve models and SeekOut by ten and Workable carries 24 labels and SeekOut 13, so the shares are not directly comparable.
Named in nine categories this edition.
Named in six 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 AI recruiting assistants page.
By framing
WorkableFirst choices, of twelve modelsSeekOut
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 | | |
Workable SeekOut first choice named as an alternative argued againstblank: not namedEach cell is one answer, Workable on the left and SeekOut on the right.The direct prompt
Workable first, SeekOut not the choice
1 of 12 modelsSeekOut was named in the answer but not as the choice, or not at all.SeekOut first, Workable not the choice
1 of 12 modelsWorkable was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 12 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
Workable12%#3 of 9SeekOut0%#– of 9Workable17%#2 of 13SeekOut2%#6 of 13What the models said about Workable
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“The Best All-in-One Solution: Workable ... Go with Workable. It offers the best balance of price, ease of use, and AI capability” Qwen 3.7 Flash · paraphrase prompt · first choice
“I'd recommend starting with either Pin (for simplicity and cost-effectiveness) or Workable (for comprehensive features)” Claude Haiku 4.5 · paraphrase prompt · first choice
What the models said about SeekOut
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“the best choice is usually SeekOut if your main need is finding, sourcing, screening, and engaging professional/knowledge-worker candidates” GPT-5.4 mini · 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.