# Pave vs CompLogix: 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; four named CompLogix. Page: https://hr-ai-index.com/rewards/compensation-management/pave-vs-complogix/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Pave | 18% | #1 of 29 | 3% | 66 | 12 of 12 |
| CompLogix | 5% | #4 of 29 | 5% | 20 | 10 of 12 |

## The direct prompt, model by model

- Kimi K2: both first (first choices: CompLogix, Comprehensive, Pave, Pequity) (alternatives: Aeqium, CompUp, Compport, Everstage, HiBob, Lattice Compensation)
- 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)
- Grok 4.1 Fast: complogix first (first choices: CompLogix) (alternatives: Comprehensive, HiBob, Paylocity, Payscale Ascent, Salary.com CompAnalyst, SimplyMerit)
- 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)
- 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)
- 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 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 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)

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.