Ashby vs Manatal
Two of fourteen models named Ashby first on the direct prompt; zero named Manatal. Ashby was named by fourteen of the fourteen models and Manatal by eleven and Ashby carries 32 labels and Manatal 11, so the shares are not directly comparable.
Named in eight categories this edition.
Named in nine 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 applicant tracking systems page.
By framing
AshbyFirst choices, of fourteen modelsManatal
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 |
Ashby Manatal first choice named as an alternative argued againstblank: not namedEach cell is one answer, Ashby on the left and Manatal on the right.The direct prompt
Ashby first, Manatal not the choice
2 of 14 modelsManatal was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 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
What the models said about Ashby
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Ashby if data-driven decisions and pipeline nurturing are your top priorities.” GLM 4.7 FlashX · paraphrase prompt · first choice
“The ultimate analytics-first platform for modern, data-obsessed recruiting teams.” Gemini 3.5 Flash · comparative prompt · first choice
“Ashby: A fast-rising favorite for tech and high-growth mid-market companies.” Gemini 3.5 Flash · scale prompt · first choice
What the models said about Manatal
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“budget-friendly option with AI-powered features, but per-user pricing can add up as your team grows” Perplexity Sonar · budget prompt · soft negative
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.