GTM AI Index
Index Revenue operations Commissions › CaptivateIQ vs Qobra
Sales commissions and incentive compensation · September 2026 Edition

CaptivateIQ vs Qobra

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.

CaptivateIQ

accepted challenger

Named in three categories this edition.

Qobra

accepted challenger

Named in two categories this edition.

First-choice share24%18%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate18%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 13; printed, not drawn.
Labels5741A 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 twelve direct answers. Everstage vs CaptivateIQ · Everstage vs Qobra

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.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
CaptivateIQFirst choices, of twelve modelsQobra
Direct341 against CaptivateIQ
Paraphrase62
Comparative31
Budget-constrained004 against CaptivateIQ
Scale-constrained33
Negative015 against CaptivateIQ
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

The direct prompt

The plain question, one answer per model, grouped by where CaptivateIQ and Qobra stood in it.

CaptivateIQ first, Qobra an alternative

3 of 12 modelsQobra was named in the answer but not as the choice, or not at all.
GPT-5.4 miniCaptivateIQ alternatives: Salesforce Spiff, Varicent, Xactly
Grok 4.1 FastCaptivateIQ alternatives: Everstage, Performio, Qobra, QuotaPath, Salesforce Spiff, Visdum
GLM 4.7 FlashXCaptivateIQ alternatives: Everstage, Performio, QuotaPath

Qobra first, CaptivateIQ an alternative

4 of 12 modelsCaptivateIQ was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Qobra alternatives: CaptivateIQ, Everstage, Performio, Visdum
Perplexity SonarQobra alternatives: CaptivateIQ
Llama 4 MaverickQobra alternatives: CaptivateIQ, Everstage, Salesforce Spiff
Qwen 3.7 FlashQobra alternatives: Everstage, QuotaPath

Neither was the first choice, one was named

5 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashEverstage alternatives: CaptivateIQ, Performio, QuotaPath, Salesforce Spiff
Mistral SmallEverstage alternatives: CaptivateIQ, Qobra, QuotaPath, Visdum
DeepSeek V4 FlashEverstage alternatives: CaptivateIQ, QuotaPath, Salesforce Spiff
Kimi K2Everstage alternatives: CaptivateIQ, Qobra, QuotaPath
MiniMax M2.5Everstage, QuotaPath alternatives: CaptivateIQ, Performio

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
Level: the same share of first choices.
CaptivateIQ4%#8 of 10
Qobra4%#4 of 10
The full small business standing →
Mid-marketThe figures above
CaptivateIQ leads by six points.
CaptivateIQ24%#2 of 13
Qobra18%#3 of 13
The full mid-market standing →
Enterprise
CaptivateIQ leads by nine points.
CaptivateIQ17%#1 of 10
Qobra9%#6 of 10
The full enterprise standing →

What the models said about CaptivateIQ

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

What the models said about Qobra

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
Also compared

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.