Pave vs Comprehensive.io
Three of fourteen models named Pave first on the direct prompt; one named Comprehensive.io. Pave was named by fourteen of the fourteen models and Comprehensive.io by eleven and Pave carries 36 labels and Comprehensive.io 15, so the shares are not directly comparable.
Named in five categories this edition.
Named in three categories this edition.
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
PaveFirst choices, of fourteen modelsComprehensive.io
Across every category in the November 2026 Edition, Pave and Comprehensive.io were named in the same answer thirty-nine times, of the 220 answers naming Pave and the 62 naming Comprehensive.io. In those answers Comprehensive.io took the first choice four times and Pave nineteen.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | | ||||
| Grok 4.20 | | | | |||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | | ||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | | | |||
| MiniMax M2.5 | | |||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | | |
Pave Comprehensive.io first choice named as an alternative argued againstblank: not namedEach cell is one answer, Pave on the left and Comprehensive.io on the right.The direct prompt
Pave first, Comprehensive.io not the choice
3 of 14 modelsComprehensive.io was named in the answer but not as the choice, or not at all.Comprehensive.io first, Pave an alternative
1 of 14 modelsPave was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
10 of 14 modelsThe answer put something else first and named one of the two as an alternative.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
Pave19%#1 of 10Comprehensive.io7%#4 of 10What 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's free Market Data Lite tier and Comprehensive's free salary data both give small teams real numbers at no cost” Claude Haiku 4.5 · budget prompt · first choice
What the models said about Comprehensive.io
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Pave's free Market Data Lite tier and Comprehensive's free salary data both give small teams real numbers at no cost” Claude Haiku 4.5 · budget prompt · first choice
“Comprehensive.io - offers free, daily-refreshed tech salary data with no survey submission requirement.” Llama 4 Maverick · budget prompt · first choice
“The Top All-Rounder: Comprehensive.io ... frequently cited as the best fit for the mid-market segment” Qwen 3.7 Flash · direct prompt · first choice
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.