Three of twelve models named CaptivateIQ first on the direct prompt; four named Qobra. CaptivateIQ was named by twelve of the twelve models and Qobra by eleven and CaptivateIQ carries 57 labels and Qobra 41, so the shares are not directly comparable.
Named in three categories this edition.
Named in two categories this edition.
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; every quote names the model and the prompt it came from. Both figures come from the sales commissions and incentive compensation page.
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Avoid enterprise platforms like Xactly, SAP Commissions, CaptivateIQ” Perplexity Sonar · budget prompt · hard negative
“What to Avoid - Enterprise platforms like CaptivateIQ (~$35K+/year)” Kimi K2 · budget prompt · hard negative
“Avoid enterprise tools (e.g., CaptivateIQ, Spiff at $75/user/mo)” Grok 4.1 Fast · budget prompt · hard negative
“Overall Top Pick for Most Mid-Market B2B: CaptivateIQ—largest user base, flexibility for growing complexity, strong analyst backing” Grok 4.1 Fast · direct prompt · first choice
“For most mid-market B2B companies, CaptivateIQ offers the best balance of flexibility, ease of use, and enterprise capabilities.” GLM 4.7 FlashX · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“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
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.