Loxo vs Gem
One of fourteen models named Loxo first on the direct prompt; zero named Gem. Loxo was named by eleven of the fourteen models and Gem by ten and both carry 15 labels, so the shares below are directly comparable.
Named in five categories this edition.
Named in eight 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
LoxoFirst choices, of fourteen modelsGem
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 | |
Loxo Gem first choice named as an alternative argued againstblank: not namedEach cell is one answer, Loxo on the left and Gem on the right.The direct prompt
Loxo first, Gem an alternative
1 of 14 modelsGem 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
8 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 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
What the models said about Gem
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Enterprise suites like Beamery, Eightfold, Phenom, Gem are described as stronger on workforce analytics but "cost far more."” Muse Glimmer 30B · 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.