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Compensation management · November 2026 Edition

CaptivateIQ vs QuotaPath

Two of fourteen models named CaptivateIQ first on the direct prompt; zero named QuotaPath. CaptivateIQ was named by eight of the fourteen models and QuotaPath by eleven and CaptivateIQ carries 12 labels and QuotaPath 15, so the shares are not directly comparable.

CaptivateIQ

accepted challenger

Named in two categories this edition.

QuotaPath

accepted challenger

Named in one category this edition.

First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate8%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 18; printed, not drawn.
Labels1215A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, CaptivateIQ reading right to left. Rank and label count are printed, not drawn.Pave was named alongside these two in ten of the fourteen direct answers. Pave vs CaptivateIQ · Pave vs QuotaPath · Aeqium vs CaptivateIQ

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 management page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
CaptivateIQFirst choices, of fourteen modelsQuotaPath
Direct20
Paraphrase00
Comparative01
Budget-constrained011 against CaptivateIQ
Scale-constrained00
Negative00
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 November 2026 Edition, CaptivateIQ and QuotaPath were named in the same answer nineteen times, of the 63 answers naming CaptivateIQ and the 41 naming QuotaPath. In those answers QuotaPath took the first choice zero times and CaptivateIQ one.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where CaptivateIQ and QuotaPath stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
CaptivateIQ QuotaPath first choice named as an alternative argued againstblank: not namedEach cell is one answer, CaptivateIQ on the left and QuotaPath on the right.

The direct prompt

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

CaptivateIQ first, QuotaPath an alternative

2 of 14 modelsQuotaPath was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashCaptivateIQ, Pave alternatives: CompLogix, Comprehensive.io, Everstage, HiBob, Rippling, Salesforce Spiff
GPT-6 LunaCaptivateIQ alternatives: QuotaPath, Salesforce Spiff

Neither was the first choice, one was named

3 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Perplexity SonarAeqium alternatives: CaptivateIQ, Comprehensive.io, Deel, Pave
Qwen 3.7 FlashPave alternatives: Decusoft Compose, Everstage, Payscale, QuotaPath, beqom
Muse Glimmer 30BHRSoft Compensation Management, SalaryCube Comp Planning alternatives: CaptivateIQ, CompUp, Everstage, Pave, QuotaPath, Ravio, Salary.com CompAnalyst, beqom

Neither was named

9 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5no first choice
GPT-5.4 miniComprehensive.io alternatives: Compport, Lattice Compensation, Paycom, Payscale Ascent, Salary.com CompAnalyst
Grok 4.20Pave alternatives: Aeqium, HRSoft Compensation Management, Lattice Compensation, beqom
Mistral SmallAeqium, Pave, Ravio alternatives: Compport, Decusoft Compose, HRSoft Compensation Management, beqom
DeepSeek V4 FlashPave alternatives: Aeqium, OpenComp
Llama 4 Maverickno first choice
Kimi K2Aeqium, Pave alternatives: HRSoft Compensation Management, Lattice Compensation, beqom
GLM 4.7 FlashXHRSoft Compensation Management, Pave alternatives: Aeqium, beqom
MiniMax M2.5CompUp alternatives: Deel, Pave

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
QuotaPath leads by two points.
QuotaPath2%#7 of 19
CaptivateIQ0%#13 of 19
The full small business standing →
Mid-marketThe figures above
The order flips: CaptivateIQ leads at mid-market.
CaptivateIQ4%#6 of 18
QuotaPath2%#7 of 18
The full mid-market standing →
Enterprise
CaptivateIQ leads by five points.
CaptivateIQ5%#4 of 17
QuotaPath0%#– of 17
The full enterprise standing →

What the models said about CaptivateIQ

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

“dedicated enterprise tools (like Beqom, Workday Compensation, or CaptivateIQ) are usually cost-prohibitive and overly complex” Gemini 3.5 Flash · budget prompt · soft negative
“CaptivateIQ (Best overall for mid-market B2B sales teams)” Gemini 3.5 Flash · direct prompt · first choice
“CaptivateIQ is my default pick for a mid-market B2B company” GPT-6 Luna · direct prompt · first choice
“Add an ICM Platform (CaptivateIQ, QuotaPath) if: Your finance or sales ops team is losing days every month calculating sales commissions” Gemini 3.5 Flash · comparative prompt · alternative

What the models said about QuotaPath

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

“includes options like QuotaPath, Compease by HR Performance Solutions, and Leapsome” Llama 4 Maverick · budget prompt · first choice
“Sales commissions & AI planning | QuotaPath” GLM 4.7 FlashX · comparative prompt · first choice
“Offers AI-powered, dynamic commission plans and is noted for being affordable, making it a strong choice for smaller teams” Mistral Small · budget prompt · alternative
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.