AI Indexes
HR AI Index
Index › Compensation and total rewards › Compensation benchmarkin › Pave vs Radford
Compensation benchmarking data · October 2026 Edition

Pave vs Radford

Three of fourteen models named Pave first on the direct prompt; zero named Radford. Pave was named by twelve of the fourteen models and Radford by twelve and Pave carries 27 labels and Radford 28, so the shares are not directly comparable.

Pave

accepted challenger

Named in six categories this edition.

Radford

criticized challenger

Named in three categories this edition.

First-choice share19%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%50%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#7A position in a field of 13; printed, not drawn.
Labels2728A 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.Salary.com CompAnalyst was named alongside these two in eight of the fourteen direct answers. Pave vs Payscale · Pave vs SalaryCube · Pave vs Salary.com CompAnalyst

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 compensation benchmarking data page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
PaveFirst choices, of fourteen modelsRadford
Direct303 against Radford
Paraphrase123 against Radford
Comparative00
Budget-constrained712 against Radford
Scale-constrained001 against Pave · 2 against Radford
Negative104 against Radford
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the October 2026 Edition, Pave and Radford were named in the same answer forty-three times, of the 219 answers naming Pave and the 97 naming Radford. In those answers Radford took the first choice seven times and Pave seventeen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Pave and Radford stood in it.
ModelDirectRAParaphraseRAComparativeRABudget-constrainedRAScale-constrainedRANegativeRA
Claude Haiku 4.5
GPT-5.4 miniRARA
Gemini 3.5 FlashRARARA
Perplexity SonarRA
Grok 4.1 FastRA
Mistral SmallRARA
DeepSeek V4 FlashRARARA
Llama 4 Maverick
Qwen 3.7 FlashRARARARA
Kimi K2RARA
GLM 4.7 FlashX
MiniMax M2.5RA
GPT-6 LunaRA
Muse Glimmer 30BRA
PaveRA Radford first choice named as an alternative argued againstblank: not namedEach cell is one answer, Pave on the left and Radford on the right.

The direct prompt

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

Pave first, Radford an alternative

3 of 14 modelsRadford was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashPave alternatives: Figures, Payscale, Ravio, RepVue, Salary.com CompAnalyst
GLM 4.7 FlashXPave, Payscale Ascent alternatives: Figures, Salary.com CompAnalyst
GPT-6 LunaPave alternatives: Mercer Total Remuneration Survey, Payscale, Radford

Neither was the first choice, one was named

7 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Payscale alternatives: Comprehensive, Lattice, Pave, SalaryCube
GPT-5.4 miniPayscale alternatives: Mercer Total Remuneration Survey, Radford, WTW
Perplexity SonarRavio alternatives: CompUp, Pave, Payfactors, Payscale Ascent, Salary.com CompAnalyst
DeepSeek V4 FlashPayscale alternatives: Pave, Salary.com CompAnalyst
Qwen 3.7 FlashLattice alternatives: Comprehensive, Deel HR, Pave, SalaryCube
Kimi K2Payscale, SalaryCube alternatives: Figures, Pave, Ravio, Salary.com CompAnalyst
Muse Glimmer 30BSalaryCube alternatives: Pave, Salary.com CompAnalyst

Neither was named

4 of 14 modelsThe answer made no first choice from these two in this category.
Grok 4.1 FastSalaryCube alternatives: Payscale, Salary.com CompAnalyst
Mistral SmallRavio, SalaryCube alternatives: CompUp, Figures
Llama 4 Maverickno first choice
MiniMax M2.5SalaryCube alternatives: CompUp, Lattice, Salary.com CompAnalyst

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 thirty points.
Pave30%#1 of 9
Radford0%#9 of 9
The full small business standing →
Mid-marketThe figures above
Pave leads by fourteen points.
Pave19%#1 of 13
Radford5%#7 of 13
The full mid-market standing →
Enterprise
The order flips: Radford leads at enterprise.
Radford16%#2 of 12
Pave5%#3 of 12
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. One of one in this category shown.

“Pave is the most practical choice for many early-stage companies because it is explicitly called out as a free benchmarking option” Perplexity Sonar · budget prompt · first choice

What the models said about Radford

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

“"Why you should avoid traditional providers (Mercer, Radford, Willis Towers Watson)"” Muse Glimmer 30B · negative prompt · hard negative
“incredibly robust but requires manual survey participation, a higher budget, and more administrative effort than modern API-based systems” Gemini 3.5 Flash · paraphrase prompt · soft negative
“$15K–$80K+/yr with mandatory survey participation. Overkill for most mid-market B2B unless you're in tech/life sciences specifically.” DeepSeek V4 Flash · direct prompt · soft negative
“This makes Radford a top pick for companies looking for reliable, free salary benchmarking data without a significant financial investment.” Mistral Small · budget prompt · first choice
“Radford or Mercer are the top choices due to their industry-specific data and reliability” Mistral Small · paraphrase prompt · first choice
“1. Radford (Aon) — *Best for B2B Tech/SaaS*” Kimi K2 · paraphrase 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.