# CompLogix vs Salary.com CompAnalyst: which do AI models recommend for compensation management, September 2026

HR AI Recommendation Index, September 2026 Edition, Compensation management. Four of twelve models named CompLogix first on the direct prompt; zero named Salary.com CompAnalyst. Page: https://hr-ai-index.com/rewards/compensation-management/complogix-vs-salary-com-companalyst/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| CompLogix | 5% | #4 of 29 | 5% | 20 | 10 of 12 |
| Salary.com CompAnalyst | 5% | #7 of 29 | 0% | 16 | 7 of 12 |

## The direct prompt, model by model

- Grok 4.1 Fast: complogix first (first choices: CompLogix) (alternatives: Comprehensive, HiBob, Paylocity, Payscale Ascent, Salary.com CompAnalyst, SimplyMerit)
- Kimi K2: complogix first (first choices: CompLogix, Comprehensive, Pave, Pequity) (alternatives: Aeqium, CompUp, Compport, Everstage, HiBob, Lattice Compensation)
- GLM 4.7 FlashX: complogix first (first choices: Aeqium, CompLogix, SalaryCube) (alternatives: HiBob, Pave, Payscale Ascent, SalaryCube Comp Planning)
- MiniMax M2.5: complogix first (first choices: CompLogix, HiBob HRIS, Paylocity, Payscale Ascent) (alternatives: HiBob, Pave)
- Gemini 3.5 Flash: neither first, one named (first choices: CaptivateIQ, Everstage, Pave) (alternatives: Aeqium, CompLogix, Compport, Comprehensive, Pequity, Performio, Qobra, QuotaPath)
- Perplexity Sonar: neither first, one named (first choices: Comprehensive, HiBob) (alternatives: CaptivateIQ, CompLogix, Payscale Ascent, Performio, QuotaPath, SalaryCube)
- Mistral Small: neither first, one named (first choices: Everstage, HiBob, Payscale Ascent) (alternatives: CompLogix, Compport, Paylocity, QuotaPath)
- DeepSeek V4 Flash: neither first, one named (first choices: Lattice, Pave, QuotaPath) (alternatives: CaptivateIQ, CompLogix, Compport, Everstage, HiBob, Lattice Compensation, Payscale)
- Claude Haiku 4.5: neither named (first choices: HiBob HRIS, Payscale Ascent, QuotaPath) (alternatives: Everstage, Lattice, Paycom, Paylocity, Payscale, Xactly)
- GPT-5.4 mini: neither named (first choices: CaptivateIQ, Lattice Compensation) (alternatives: HRSoft, Payscale, SAP SuccessFactors Compensation, Varicent, Xactly, Xactly Incent, beqom)
- Llama 4 Maverick: neither named (first choices: Everstage) (alternatives: HiBob HRIS, Payscale Ascent)
- Qwen 3.7 Flash: neither named (first choices: Deel, HiBob) (alternatives: Figures, Lattice, Payfactors, Payscale Ascent, Qommet, Salary.com)

## What the models said about CompLogix

- "they are highly services-heavy, often requiring dedicated implementation consultants and administrative support" (Gemini 3.5 Flash, comparative prompt, soft negative)
- "I'd suggest evaluating CompLogix (if you need deep configurability) or HiBob (if you prefer an all-in-one HRIS platform) as your top choices." (MiniMax M2.5, direct prompt, first choice)
- "CompLogix (Best Overall for Complexity & Configurability) ... CompLogix is the industry leader for the mid-market." (Qwen 3.7 Flash, paraphrase prompt, first choice)
- "CompLogix (Best Overall for Configurability and Support)" (Grok 4.1 Fast, direct prompt, first choice)

## What the models said about Salary.com CompAnalyst

- "Salary.com CompAnalyst is often recommended as the best compensation management software for companies with a limited budget" (Mistral Small, budget prompt, first choice)
- "The best compensation management software for a company with a limited budget is Salary.com CompAnalyst for market data." (Llama 4 Maverick, budget prompt, first choice)
- "Choose Empxtrack for process management or Salary.com CompAnalyst purely for data benchmarking." (Qwen 3.7 Flash, budget prompt, first choice)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.