Sales commissions and incentive compensation · October 2026 Edition
CaptivateIQ vs QuotaPath
Four of fourteen models named CaptivateIQ first on the direct prompt; five named QuotaPath. Both were named by all fourteen models and CaptivateIQ carries 57 labels and QuotaPath 48, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories this edition.
First-choice share25%15%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate18%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#3A position in a field of 10; printed, not drawn.
Labels5748A 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.Everstage was named alongside these two in ten of the fourteen direct answers. CaptivateIQ vs Everstage · CaptivateIQ vs Commissionly · CaptivateIQ vs Qobra
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 sales commissions and incentive compensation 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
Direct45
Paraphrase81
Comparative32
Budget-constrained033 against CaptivateIQ · 4 against QuotaPath
Scale-constrained30
Negative207 against CaptivateIQ · 1 against QuotaPath
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, CaptivateIQ and QuotaPath were named in the same answer eighty-six times, of the 158 answers naming CaptivateIQ and the 179 naming QuotaPath. In those answers QuotaPath took the first choice twenty-eight times and CaptivateIQ fifteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where CaptivateIQ and QuotaPath stood in it.
| 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 | | | | |
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
4 of 14 modelsQuotaPath was named in the answer but not as the choice, or not at all.Claude Haiku 4.5CaptivateIQ, Qobra alternatives: EasyComp, Everstage, Visdum
GPT-5.4 miniCaptivateIQ, Everstage alternatives: Salesforce Spiff, Xactly Incent
Gemini 3.5 FlashCaptivateIQ alternatives: Everstage, Performio, QuotaPath, Salesforce Spiff
Qwen 3.7 FlashCaptivateIQ, Everstage
QuotaPath first, CaptivateIQ an alternative
5 of 14 modelsCaptivateIQ was named in the answer but not as the choice, or not at all.Perplexity SonarQuotaPath alternatives: CaptivateIQ, Performio, Qobra
DeepSeek V4 FlashEverstage, QuotaPath alternatives: Performio, Qobra
Llama 4 MaverickQuotaPath
GLM 4.7 FlashXQuotaPath alternatives: CaptivateIQ, Everstage, Performio, Qobra
Muse Glimmer 30BQuotaPath alternatives: CaptivateIQ, Everstage, Qobra, Salesforce Spiff
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.20Everstage, Qobra alternatives: CaptivateIQ, Salesforce Spiff, Visdum
Mistral SmallVisdum, Xactly Incent alternatives: CaptivateIQ, Forma.ai, QuotaPath
Kimi K2Everstage, Visdum alternatives: CaptivateIQ, QuotaPath
MiniMax M2.5Visdum alternatives: CaptivateIQ
GPT-6 LunaEverstage alternatives: CaptivateIQ, Salesforce Spiff
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 forty-seven points.
QuotaPath47%#1 of 11CaptivateIQ0%#9 of 11Mid-marketThe figures above
The order flips: CaptivateIQ leads at mid-market.
CaptivateIQ25%#1 of 10QuotaPath15%#3 of 10Enterprise
CaptivateIQ leads by twenty points.
CaptivateIQ24%#2 of 11QuotaPath4%#7 of 11What the models said about CaptivateIQ
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“usually out of the question due to high minimum user counts, steep monthly platform fees, and expensive implementation costs” Gemini 3.5 Flash · budget prompt · soft negative
“steeper learning curve than no-code alternatives, premium pricing (often 2-3x competitors for similar team sizes)” Claude Haiku 4.5 · negative prompt · soft negative
“CaptivateIQ (G2: ~4.7/5, but notable cons): - Issues: Steep learning curve for reporting/customization” Grok 4.20 · negative prompt · soft negative
“points to CaptivateIQ and Everstage as the top choices due to their balance of flexibility, implementation speed, and modern usability.” Qwen 3.7 Flash · direct prompt · first choice
“CaptivateIQ - A flexible ICM platform that centralizes incentive plan design, participant management, and payout calculation in one workflow.” Llama 4 Maverick · paraphrase prompt · first choice
“If you want a platform that offers the best balance of flexibility, finance control, and scalability, shortlist CaptivateIQ.” Gemini 3.5 Flash · paraphrase prompt · first choice
What the models said about QuotaPath
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid QuotaPath if you have fewer than ~15 users, since the $525/month platform fee makes the total cost disproportionately high” DeepSeek V4 Flash · budget prompt · hard negative
“QuotaPath Growth is $35 per user per month + $525 monthly platform fee, which is overkill for a very limited budget” Muse Glimmer 30B · budget prompt · soft negative
“its current Growth plan lists a $525/month platform fee, billed annually, so I wouldn't call it the budget pick” GPT-6 Luna · budget prompt · soft negative
“QuotaPath — best for SMB and mid-market revenue teams that want faster setup, transparent pricing, and straightforward commission automation.” GPT-5.4 mini · comparative prompt · first choice
“If you want one name most 2026 guides cite as the default mid-market pick, it’s QuotaPath for transparency and speed” Muse Glimmer 30B · direct prompt · first choice
“QuotaPath stands out as one of the strongest options among sales commission management platforms” Grok 4.20 · budget prompt · first choice
Also compared
CaptivateIQ vs EverstageCaptivateIQ vs CommissionlyCaptivateIQ vs QobraCaptivateIQ vs VisdumCaptivateIQ vs Xactly IncentCaptivateIQ vs PerformioEverstage vs QuotaPathQuotaPath vs CommissionlyQuotaPath vs QobraQuotaPath vs VisdumQuotaPath vs Xactly IncentQuotaPath vs PerformioAll twenty-eight head-to-head pages and the full commissions standing
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.