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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Pave | 18% | #1 of 29 | 3% | 66 | 12 of 12 |
| Salary.com CompAnalyst | 5% | #7 of 29 | 0% | 16 | 7 of 12 |

## The direct prompt, model by model

- Gemini 3.5 Flash: pave first (first choices: CaptivateIQ, Everstage, Pave) (alternatives: Aeqium, CompLogix, Compport, Comprehensive, Pequity, Performio, Qobra, QuotaPath)
- DeepSeek V4 Flash: pave first (first choices: Lattice, Pave, QuotaPath) (alternatives: CaptivateIQ, CompLogix, Compport, Everstage, HiBob, Lattice Compensation, Payscale)
- Kimi K2: pave first (first choices: CompLogix, Comprehensive, Pave, Pequity) (alternatives: Aeqium, CompUp, Compport, Everstage, HiBob, Lattice Compensation)
- Grok 4.1 Fast: neither first, one named (first choices: CompLogix) (alternatives: Comprehensive, HiBob, Paylocity, Payscale Ascent, Salary.com CompAnalyst, SimplyMerit)
- GLM 4.7 FlashX: neither first, one named (first choices: Aeqium, CompLogix, SalaryCube) (alternatives: HiBob, Pave, Payscale Ascent, SalaryCube Comp Planning)
- MiniMax M2.5: neither first, one named (first choices: CompLogix, HiBob HRIS, Paylocity, Payscale Ascent) (alternatives: HiBob, Pave)
- 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)
- Perplexity Sonar: neither named (first choices: Comprehensive, HiBob) (alternatives: CaptivateIQ, CompLogix, Payscale Ascent, Performio, QuotaPath, SalaryCube)
- Mistral Small: neither named (first choices: Everstage, HiBob, Payscale Ascent) (alternatives: CompLogix, Compport, Paylocity, QuotaPath)
- 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 Pave

- "Note: benchmark-first, so execution is lighter." (DeepSeek V4 Flash, comparative prompt, soft negative)
- "or the equity focus of tools like Pave" (Mistral Small, paraphrase prompt, soft negative)
- "Pave disrupted this by integrating directly with companies' HRIS, ATS, and cap tables to offer real-time, crowdsourced salary and equity benchmarking" (Gemini 3.5 Flash, comparative prompt, first choice)
- "Pave: Excellent if you want built-in, real-time market benchmarking data, tech-forward integrations, and polished total rewards templates." (Gemini 3.5 Flash, scale 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.