PartnerStack vs Smile.io
One of fourteen models named PartnerStack first on the direct prompt; zero named Smile.io. PartnerStack was named by fourteen of the fourteen models and Smile.io by ten and PartnerStack carries 30 labels and Smile.io 10, so the shares are not directly comparable.
Named in five categories 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 referral and partner programs page.
By framing
PartnerStackFirst choices, of fourteen modelsSmile.io
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 | | | | |||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | | |
PartnerStack Smile.io first choice named as an alternative argued againstblank: not namedEach cell is one answer, PartnerStack on the left and Smile.io on the right.The direct prompt
PartnerStack first, Smile.io not the choice
1 of 14 modelsSmile.io was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 14 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
PartnerStack13%#2 of 10Smile.io2%#– of 10PartnerStack22%#1 of 15Smile.io13%#3 of 15PartnerStack13%#4 of 12Smile.io0%#– of 12What the models said about PartnerStack
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“PartnerStack - a full-lifecycle partner management platform that allows companies to build, track, and scale partner, affiliate, and reseller programs in one place.” Llama 4 Maverick · paraphrase prompt · first choice
What the models said about Smile.io
No label in this category carried a quote.
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.