Gem vs LinkedIn Recruiter
Eight of fourteen models named Gem first on the direct prompt; three named LinkedIn Recruiter. Gem was named by thirteen of the fourteen models and LinkedIn Recruiter by fourteen and Gem carries 35 labels and LinkedIn Recruiter 30, so the shares are not directly comparable.
Named in eight categories this edition.
Named in six 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 Recruiting CRM and sourcing page.
By framing
GemFirst choices, of fourteen modelsLinkedIn Recruiter
Across every category in the November 2026 Edition, Gem and LinkedIn Recruiter were named in the same answer sixty-three times, of the 202 answers naming Gem and the 130 naming LinkedIn Recruiter. In those answers LinkedIn Recruiter took the first choice twelve times and Gem eleven.
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 | | |
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
8 of 14 modelsLinkedIn Recruiter was named in the answer but not as the choice, or not at all.LinkedIn Recruiter first, Gem an alternative
3 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
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 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
LinkedIn Recruiter4%#5 of 10Gem0%#9 of 10Gem20%#1 of 13LinkedIn Recruiter6%#5 of 13What the models said about Gem
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Excellent for outbound sourcing but is a point solution, not a full ATS+CRM” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Gem and Fetcher are widely considered the top choices... If you can only afford one advanced tool right now, start with Gem.” Qwen 3.7 Flash · direct prompt · first choice
“Gem (Top Recommendation) ... The gold standard if budget allows and outbound sourcing is a primary channel.” Gemini 3.5 Flash · paraphrase prompt · first choice
“SeekOut or Gem offer the best balance of functionality, pricing, and ease of use” MiniMax M2.5 · direct 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.
“LinkedIn doesn't publish a standard price, so compare a quote rather than assuming it's the cheapest” GPT-6 Luna · budget prompt · soft negative
“without the massive price tag of enterprise solutions like LinkedIn Recruiter ($8,000–$12,000/year)” Gemini 3.5 Flash · budget prompt · soft negative
“you might still consider LinkedIn Recruiter Lite (approx. $9k/year) despite the cost” Qwen 3.7 Flash · budget prompt · soft negative
“The gold standard for professional networking and direct outreach. Access to 1B+ profiles with advanced search, InMail messaging, and analytics.” Grok 4.20 · comparative prompt · first choice
“If you need broad corporate hiring: Start with LinkedIn Recruiter paired with Gem for automated email outreach.” Gemini 3.5 Flash · comparative prompt · first choice
“Core Channel: LinkedIn Recruiter (for direct messaging and broad talent search).” Gemini 3.5 Flash · 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.