# CaptivateIQ vs Qobra: which do AI models recommend for commissions, October 2026

GTM AI Recommendation Index, October 2026 Edition, Sales commissions and incentive compensation. Four of fourteen models named CaptivateIQ first on the direct prompt; two named Qobra. Page: https://gtm-ai-index.com/revops/sales-commissions-and-incentive-compensation/captivateiq-vs-qobra/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| CaptivateIQ | 25% | #1 of 10 | 18% | 57 | 14 of 14 |
| Qobra | 7% | #5 of 10 | 0% | 24 | 9 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: both first (first choices: CaptivateIQ, Qobra) (alternatives: EasyComp, Everstage, Visdum)
- GPT-5.4 mini: captivateiq first (first choices: CaptivateIQ, Everstage) (alternatives: Salesforce Spiff, Xactly Incent)
- Gemini 3.5 Flash: captivateiq first (first choices: CaptivateIQ) (alternatives: Everstage, Performio, QuotaPath, Salesforce Spiff)
- Qwen 3.7 Flash: captivateiq first (first choices: CaptivateIQ, Everstage)
- Grok 4.20: qobra first (first choices: Everstage, Qobra) (alternatives: CaptivateIQ, Salesforce Spiff, Visdum)
- Perplexity Sonar: neither first, one named (first choices: QuotaPath) (alternatives: CaptivateIQ, Performio, Qobra)
- Mistral Small: neither first, one named (first choices: Visdum, Xactly Incent) (alternatives: CaptivateIQ, Forma.ai, QuotaPath)
- DeepSeek V4 Flash: neither first, one named (first choices: Everstage, QuotaPath) (alternatives: Performio, Qobra)
- Kimi K2: neither first, one named (first choices: Everstage, Visdum) (alternatives: CaptivateIQ, QuotaPath)
- GLM 4.7 FlashX: neither first, one named (first choices: QuotaPath) (alternatives: CaptivateIQ, Everstage, Performio, Qobra)
- MiniMax M2.5: neither first, one named (first choices: Visdum) (alternatives: CaptivateIQ)
- GPT-6 Luna: neither first, one named (first choices: Everstage) (alternatives: CaptivateIQ, Salesforce Spiff)
- Muse Glimmer 30B: neither first, one named (first choices: QuotaPath) (alternatives: CaptivateIQ, Everstage, Qobra, Salesforce Spiff)
- Llama 4 Maverick: neither named (first choices: QuotaPath)

## What the models said about CaptivateIQ

- "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 Qobra

- "Qobra leads in implementation speed (7-14 days) and sales rep adoption (95%+), making it ideal for growth-stage B2B companies" (Claude Haiku 4.5, direct prompt, first choice)
- "is likely to be one of the following options:

1. Qobra" (Llama 4 Maverick, budget prompt, first choice)
- "I'd recommend starting with Qobra or Everstage" (GLM 4.7 FlashX, paraphrase prompt, first choice)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.