Gem vs LinkedIn Recruiter
Six of twelve models named Gem first on the direct prompt; two named LinkedIn Recruiter. Both were named by all twelve models and Gem carries 39 labels and LinkedIn Recruiter 26, so the shares are not directly comparable.
Named in six 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 Recruiting CRM and sourcing page.
By framing
GemFirst choices, of twelve modelsLinkedIn Recruiter
Across every category in the September 2026 Edition, Gem and LinkedIn Recruiter were named in the same answer fifty-two times, of the 197 answers naming Gem and the 106 naming LinkedIn Recruiter. In those answers LinkedIn Recruiter took the first choice eight times and Gem six.
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 | | | |
Gem LinkedIn Recruiter first choice named as an alternative argued againstblank: not namedEach cell is one answer, Gem on the left and LinkedIn Recruiter on the right.The direct prompt
Gem first, LinkedIn Recruiter an alternative
6 of 12 modelsLinkedIn Recruiter was named in the answer but not as the choice, or not at all.LinkedIn Recruiter first, Gem an alternative
2 of 12 modelsGem was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 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
LinkedIn Recruiter4%#6 of 13Gem2%#7 of 13Gem18%#2 of 11LinkedIn Recruiter5%#7 of 11LinkedIn Recruiter12%#3 of 6Gem10%#4 of 6What the models said about Gem
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Gem — widely praised for workflow, but users repeatedly report inaccurate/outdated email addresses and scraping issues” DeepSeek V4 Flash · negative prompt · soft negative
“The Best Standalone CRM: Gem ... Gem is the market standard for high-growth B2B companies with outbound-heavy sourcing models.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Outbound, high\u2011volume, want CRM + analytics | Gem | Best\u2011in\u2011class CRM + AI sourcing; strong reporting for ROI.” MiniMax M2.5 · comparative prompt · first choice
What the models said about LinkedIn Recruiter
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Declining Boolean search tools (e.g., older LinkedIn Recruiter features): Reduced accuracy in regulated industries, leading to missed qualified candidates.” Grok 4.1 Fast · negative prompt · soft negative
“A market leader with advanced search... Best for general use but can be expensive, especially for larger teams.” Mistral Small · comparative prompt · soft negative
“remains the go‑to for LinkedIn‑only sourcing, but it's expensive and limited to one network” GLM 4.7 FlashX · comparative prompt · soft negative
“If you want the largest mainstream professional pool, start with LinkedIn Recruiter” GPT-5.4 mini · comparative prompt · first choice
“For many B2B companies, LinkedIn remains the gold standard due to its network effect.” Qwen 3.7 Flash · direct prompt · first choice
“the best candidate sourcing tool is usually LinkedIn Recruiter” GPT-5.4 mini · 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.