Ashby vs Pinpoint
One of twelve models named Ashby first on the direct prompt; two named Pinpoint. Ashby was named by ten of the twelve models and Pinpoint by eleven and Ashby carries 26 labels and Pinpoint 24, so the shares are not directly comparable.
Named in seven categories this edition.
Named in three 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 applicant tracking systems page.
By framing
AshbyFirst choices, of twelve modelsPinpoint
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 | | | |
Ashby Pinpoint first choice named as an alternative argued againstblank: not namedEach cell is one answer, Ashby on the left and Pinpoint on the right.The direct prompt
Ashby first, Pinpoint not the choice
1 of 12 modelsPinpoint was named in the answer but not as the choice, or not at all.Pinpoint first, Ashby not the choice
2 of 12 modelsAshby 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
3 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
Ashby0%#10 of 11Pinpoint0%#– of 11Pinpoint7%#4 of 8Ashby2%#– of 8What the models said about Ashby
No label in this category carried a quote.
What the models said about Pinpoint
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Pinpoint - scores highest on the rubric for mid-market and enterprise organizations with powerful automation tools” Llama 4 Maverick · direct prompt · first choice
“Pinpoint and Greenhouse are often cited as the top choices” Mistral Small · 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.