Four of fourteen models named Ashby first on the direct prompt; one named Lever. Ashby was named by fourteen of the fourteen models and Lever by thirteen and Ashby carries 41 labels and Lever 50, so the shares are not directly comparable.
Named in seven categories this edition.
Named in twelve 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.
Across every category in the November 2026 Edition, Ashby and Lever were named in the same answer 110 times, of the 244 answers naming Ashby and the 264 naming Lever. In those answers Lever took the first choice twelve times and Ashby fifteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Three of three in this category shown.
“Ashby has a score of 7.7 and offers tiered plans, but its mobile apps and career site builder are not verified” Llama 4 Maverick · comparative prompt · soft negative
“Ashby | Extremely fast, modern UI, built-in CRM & advanced analytics in one product. | High-growth tech/scaling companies that want deep data and speed.” Gemini 3.5 Flash · scale prompt · first choice
“For most mid-market B2B companies, Ashby offers the best combination of modern capabilities, transparent pricing, and all-in-one functionality.” DeepSeek V4 Flash · direct 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.
“Avoid expensive enterprise systems like Greenhouse or Lever unless you have the scale” Qwen 3.7 Flash · budget prompt · hard negative
“Works adequately for tracking candidates (though some users find it lacking in reporting and sourcing)” GLM 4.7 FlashX · negative prompt · soft negative
“Top Pick: Lever ... Choose Lever if you want the best balance of functionality, scalability, and modern features” Kimi K2 · paraphrase prompt · first choice
“Lever / Greenhouse: The gold standard for scaling tech companies. Highly customizable, great analytics” Qwen 3.7 Flash · scale 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.