Qobra vs Commissionly
Four of twelve models named Qobra first on the direct prompt; zero named Commissionly. Qobra was named by eleven of the twelve models and Commissionly by eleven and Qobra carries 41 labels and Commissionly 12, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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.
By framing
QobraFirst choices, of twelve modelsCommissionly
Across every category in the September 2026 Edition, Qobra and Commissionly were named in the same answer twenty-eight times, of the 95 answers naming Qobra and the 60 naming Commissionly. In those answers Commissionly took the first choice five times and Qobra zero.
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 4.1 Fast | | | | | | |
| Mistral Small | | | | | ||
| DeepSeek V4 Flash | | | ||||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | | ||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | | | ||
| MiniMax M2.5 | | |
Qobra Commissionly first choice named as an alternative argued againstblank: not namedEach cell is one answer, Qobra on the left and Commissionly on the right.The direct prompt
Qobra first, Commissionly not the choice
4 of 12 modelsCommissionly was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 of 12 modelsThe answer made no first choice from these two in this category.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
Commissionly15%#2 of 10Qobra4%#4 of 10Qobra18%#3 of 13Commissionly14%#4 of 13What 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
What the models said about Commissionly
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“These platforms trade flexibility for ease of use... you may quickly hit the limits” Gemini 3.5 Flash · negative prompt · soft negative
“Commissionly offers the best combination of affordability, speed of implementation, and essential features” Mistral Small · budget prompt · first choice
“For a limited budget, Commissionly and Sales Cookie stand out as the most cost-effective options” Claude Haiku 4.5 · budget prompt · first choice
“Commissionly is the most budget-oriented choice for very small teams with simple commission plans” Perplexity Sonar · budget 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.