# Qobra vs Performio: which do AI models recommend for commissions, September 2026

GTM AI Recommendation Index, September 2026 Edition, Sales commissions and incentive compensation. Four of twelve models named Qobra first on the direct prompt; zero named Performio. Page: https://gtm-ai-index.com/revops/sales-commissions-and-incentive-compensation/qobra-vs-performio/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Qobra | 18% | #3 of 13 | 0% | 41 | 11 of 12 |
| Performio | 4% | #7 of 13 | 6% | 36 | 12 of 12 |

## The direct prompt, model by model

- Claude Haiku 4.5: qobra first (first choices: Qobra) (alternatives: CaptivateIQ, Everstage, Performio, Visdum)
- Perplexity Sonar: qobra first (first choices: Qobra) (alternatives: CaptivateIQ)
- Llama 4 Maverick: qobra first (first choices: Qobra) (alternatives: CaptivateIQ, Everstage, Salesforce Spiff)
- Qwen 3.7 Flash: qobra first (first choices: Qobra) (alternatives: Everstage, QuotaPath)
- Gemini 3.5 Flash: neither first, one named (first choices: Everstage) (alternatives: CaptivateIQ, Performio, QuotaPath, Salesforce Spiff)
- Grok 4.1 Fast: neither first, one named (first choices: CaptivateIQ) (alternatives: Everstage, Performio, Qobra, QuotaPath, Salesforce Spiff, Visdum)
- Mistral Small: neither first, one named (first choices: Everstage) (alternatives: CaptivateIQ, Qobra, QuotaPath, Visdum)
- Kimi K2: neither first, one named (first choices: Everstage) (alternatives: CaptivateIQ, Qobra, QuotaPath)
- GLM 4.7 FlashX: neither first, one named (first choices: CaptivateIQ) (alternatives: Everstage, Performio, QuotaPath)
- MiniMax M2.5: neither first, one named (first choices: Everstage, QuotaPath) (alternatives: CaptivateIQ, Performio)
- GPT-5.4 mini: neither named (first choices: CaptivateIQ) (alternatives: Salesforce Spiff, Varicent, Xactly)
- DeepSeek V4 Flash: neither named (first choices: Everstage) (alternatives: CaptivateIQ, QuotaPath, Salesforce Spiff)

## What the models said about Qobra

- "Qobra is best for mid-market and high-growth B2B companies (50-500 sales reps) prioritizing fast implementation, sales rep adoption, and RevOps agility." (Claude Haiku 4.5, direct prompt, first choice)
- "Qobra - Best for mid-market and enterprise teams (50-5,000+ reps) that want a single commission tool trusted by Operations, Finance, and Sales." (Llama 4 Maverick, direct prompt, first choice)
- "Qobra | Fastest implementation (1-2 weeks), 95%+ rep adoption, AI-native features | You need speed and high adoption" (Kimi K2, scale prompt, first choice)

## What the models said about Performio

- "What to Avoid on a Budget - Visdum, CaptivateIQ, Performio" (Qwen 3.7 Flash, budget prompt, hard negative)
- "Low-Moderate Caution... "No real what-if forecasting"" (Kimi K2, negative prompt, soft negative)
- "I'd recommend CaptivateIQ or Performio as the top choices" (MiniMax M2.5, paraphrase prompt, first choice)
- "Shortlist CaptivateIQ, Performio, and Everstage" (DeepSeek V4 Flash, scale prompt, first choice)
- "If you have more complex commission structures, Performio or CaptivateIQ might be worth the higher investment." (MiniMax M2.5, direct prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.