CaptivateIQ vs Visdum
Twelve of fourteen models named CaptivateIQ first on the direct prompt; one named Visdum. CaptivateIQ was named by fourteen of the fourteen models and Visdum by ten and CaptivateIQ carries 57 labels and Visdum 16, so the shares are not directly comparable.
Named in one category this edition.
Named in three categories this edition.
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
CaptivateIQFirst choices, of fourteen modelsVisdum
Across every category in the November 2026 Edition, CaptivateIQ and Visdum were named in the same answer twenty-four times, of the 155 answers naming CaptivateIQ and the 33 naming Visdum. In those answers Visdum took the first choice five times and CaptivateIQ eight.
Every model, every framing
| 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 Visdum first choice named as an alternative argued againstblank: not namedEach cell is one answer, CaptivateIQ on the left and Visdum on the right.The direct prompt
CaptivateIQ first, Visdum an alternative
12 of 14 modelsVisdum was named in the answer but not as the choice, or not at all.Visdum first, CaptivateIQ an alternative
1 of 14 modelsCaptivateIQ was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.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
CaptivateIQ6%#5 of 12Visdum4%#– of 12CaptivateIQ38%#1 of 13Visdum9%#4 of 13CaptivateIQ22%#2 of 10Visdum2%#– of 10What the models said about CaptivateIQ
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid enterprise tools like Spiff, Performio, or CaptivateIQ” DeepSeek V4 Flash · budget prompt · hard negative
“caution if you expect setup and reporting to be effortless. Review themes include complex setup and friction with reporting” GPT-6 Luna · negative prompt · soft negative
“Consider CaptivateIQ only if you have the resources to support a longer, more complex implementation.” Kimi K2 · paraphrase prompt · soft negative
“Mid-Market Sweet Spot | CaptivateIQ, Everstage, Performio, Salesforce Spiff | Best balance of flexibility, speed-to-implement, and scale.” Kimi K2 · scale prompt · first choice
“Best for mid-market to enterprise RevOps teams that need a no-code SmartGrid engine that can model virtually any compensation structure” Claude Haiku 4.5 · direct prompt · first choice
“For most mid-market B2B companies with complex comp structures, CaptivateIQ or Everstage would be the strongest starting points” GLM 4.7 FlashX · direct prompt · first choice
What the models said about Visdum
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“SMB / Simple | QuotaPath, Visdum | Only if you have <10 comp plans and minimal complexity.” Kimi K2 · scale prompt · soft negative
“The best sales commission management platform for a mid-market B2B company is Visdum” Llama 4 Maverick · direct prompt · first choice
“Best overall on a tight budget: Visdum — strongest fit for small teams” GPT-5.4 mini · budget prompt · first choice
“Top Recommendation: Visdum Best Overall for Mid-Market Companies” GLM 4.7 FlashX · paraphrase prompt · first choice
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.