HR AI Index
Index Compensation and total rewards Compensation management › Pave vs Salary.com CompAnalyst
Compensation management · September 2026 Edition

Pave vs Salary.com CompAnalyst

Three of twelve models named Pave first on the direct prompt; zero named Salary.com CompAnalyst. Pave was named by twelve of the twelve models and Salary.com CompAnalyst by seven and Pave carries 66 labels and Salary.com CompAnalyst 16, so the shares are not directly comparable.

Pave

accepted challenger

Named in three categories this edition.

Salary.com CompAnalyst

accepted challenger

Named in three categories this edition.

First-choice share18%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#7A position in a field of 29; printed, not drawn.
Labels6616A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Pave reading right to left. Rank and label count are printed, not drawn.Payscale Ascent was named alongside these two in eight of the twelve direct answers. Pave vs Comprehensive · Pave vs Aeqium · Pave vs CompLogix

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 compensation management page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
PaveFirst choices, of twelve modelsSalary.com CompAnalyst
Direct30
Paraphrase301 against Pave
Comparative401 against Pave
Budget-constrained74
Scale-constrained30
Negative10
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Across every category in the September 2026 Edition, Pave and Salary.com CompAnalyst were named in the same answer forty-four times, of the 213 answers naming Pave and the 63 naming Salary.com CompAnalyst. In those answers Salary.com CompAnalyst took the first choice two times and Pave thirty.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where Pave and Salary.com CompAnalyst stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Pave Salary.com CompAnalyst first choice named as an alternative argued againstblank: not namedEach cell is one answer, Pave on the left and Salary.com CompAnalyst on the right.

The direct prompt

The plain question, one answer per model, grouped by where Pave and Salary.com CompAnalyst stood in it.

Pave first, Salary.com CompAnalyst not the choice

3 of 12 modelsSalary.com CompAnalyst was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashCaptivateIQ, Everstage, Pave alternatives: Aeqium, CompLogix, Compport, Comprehensive, Pequity, Performio, Qobra, QuotaPath
DeepSeek V4 FlashLattice, Pave, QuotaPath alternatives: CaptivateIQ, CompLogix, Compport, Everstage, HiBob, Lattice Compensation, Payscale
Kimi K2CompLogix, Comprehensive, Pave, Pequity alternatives: Aeqium, CompUp, Compport, Everstage, HiBob, Lattice Compensation

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.
Grok 4.1 FastCompLogix alternatives: Comprehensive, HiBob, Paylocity, Payscale Ascent, Salary.com CompAnalyst, SimplyMerit
GLM 4.7 FlashXAeqium, CompLogix, SalaryCube alternatives: HiBob, Pave, Payscale Ascent, SalaryCube Comp Planning
MiniMax M2.5CompLogix, HiBob HRIS, Paylocity, Payscale Ascent alternatives: HiBob, Pave

Neither was named

6 of 12 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5HiBob HRIS, Payscale Ascent, QuotaPath alternatives: Everstage, Lattice, Paycom, Paylocity, Payscale, Xactly
GPT-5.4 miniCaptivateIQ, Lattice Compensation alternatives: HRSoft, Payscale, SAP SuccessFactors Compensation, Varicent, Xactly, Xactly Incent, beqom
Perplexity SonarComprehensive, HiBob alternatives: CaptivateIQ, CompLogix, Payscale Ascent, Performio, QuotaPath, SalaryCube
Mistral SmallEverstage, HiBob, Payscale Ascent alternatives: CompLogix, Compport, Paylocity, QuotaPath
Llama 4 MaverickEverstage alternatives: HiBob HRIS, Payscale Ascent
Qwen 3.7 FlashDeel, HiBob alternatives: Figures, Lattice, Payfactors, Payscale Ascent, Qommet, Salary.com

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Pave leads by thirteen points.
Pave17%#1 of 22
Salary.com CompAnalyst4%#9 of 22
The full small business standing →
Mid-marketThe figures above
Pave leads by fourteen points.
Pave18%#1 of 29
Salary.com CompAnalyst5%#7 of 29
The full mid-market standing →
Enterprise
Pave leads by one point.
Pave2%#10 of 22
Salary.com CompAnalyst1%#17 of 22
The full enterprise standing →

What the models said about Pave

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.

“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

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“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
Also compared

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.