Pin vs Loxo
Two of fourteen models named Pin first on the direct prompt; one named Loxo. Pin was named by eleven of the fourteen models and Loxo by eleven and both carry 15 labels, so the shares below are directly comparable.
Named in five categories this edition.
Named in five 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 talent intelligence page.
By framing
PinFirst choices, of fourteen modelsLoxo
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 4.20 | | |||||
| 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 | |
Pin Loxo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Pin on the left and Loxo on the right.The direct prompt
Pin first, Loxo an alternative
2 of 14 modelsLoxo was named in the answer but not as the choice, or not at all.Loxo first, Pin not the choice
1 of 14 modelsPin 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
10 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 Pin
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Pin with its free tier / $99-100/mo plans and Lessie AI as the "fast, affordable, action-oriented sourcing" pick are the consensus budget options in 2026.” Muse Glimmer 30B · budget prompt · first choice
“Start with SeekOut or Pin if your primary need is sourcing intelligence at a reasonable price point.” Kimi K2 · direct prompt · first choice
What the models said about Loxo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Weak "opt‑out" synchronization and data‑management controls... Aggressive sourcing that can scrape personal contact information without consent.” GLM 4.7 FlashX · negative prompt · hard negative
“Powerful but "quite expensive" per G2 reviews, challenging for small businesses” GLM 4.7 FlashX · budget prompt · hard negative
“Loxo stands out as the best talent intelligence platform for a mid-market B2B company” Grok 4.20 · direct prompt · first choice
“best value pick is usually Loxo” GPT-5.4 mini · budget 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.