Fuel50 vs Gloat
Two of fourteen models named Fuel50 first on the direct prompt; zero named Gloat. Fuel50 was named by eleven of the fourteen models and Gloat by ten and Fuel50 carries 14 labels and Gloat 23, so the shares are not directly comparable.
Named in six categories this edition.
Named in five 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 skills intelligence page.
By framing
Fuel50First choices, of fourteen modelsGloat
Across every category in the October 2026 Edition, Fuel50 and Gloat were named in the same answer 149 times, of the 206 answers naming Fuel50 and the 337 naming Gloat. In those answers Gloat took the first choice thirty-seven times and Fuel50 thirty-two.
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 | |
Fuel50 Gloat first choice named as an alternative argued againstblank: not namedEach cell is one answer, Fuel50 on the left and Gloat on the right.The direct prompt
Fuel50 first, Gloat not the choice
2 of 14 modelsGloat was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
6 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
Fuel504%#7 of 16Gloat4%#8 of 16What the models said about Fuel50
No label in this category carried a quote.
What the models said about Gloat
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.