Fuel50 vs Phenom
Four of twelve models named Fuel50 first on the direct prompt; zero named Phenom. Fuel50 was named by twelve of the twelve models and Phenom by nine and Fuel50 carries 36 labels and Phenom 14, so the shares are not directly comparable.
Named in six categories this edition.
Named in seven categories 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 internal talent marketplace page.
By framing
Fuel50First choices, of twelve modelsPhenom
Across every category in the September 2026 Edition, Fuel50 and Phenom were named in the same answer fifty times, of the 176 answers naming Fuel50 and the 282 naming Phenom. In those answers Phenom took the first choice zero times and Fuel50 nine.
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 | |
Fuel50 Phenom first choice named as an alternative argued againstblank: not namedEach cell is one answer, Fuel50 on the left and Phenom on the right.The direct prompt
Fuel50 first, Phenom an alternative
4 of 12 modelsPhenom was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
7 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 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
What the models said about Fuel50
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Watch out for enterprise vendors like Gloat, Eightfold AI, Fuel50, and Workday” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid for tight budgets: Enterprise tools like Gloat, Fuel50, or Workday” Grok 4.1 Fast · budget prompt · hard negative
“Fuel50 serves SMBs, mid-market, and enterprise businesses, though specific budget-friendly pricing isn't publicly listed.” Claude Haiku 4.5 · budget prompt · soft negative
“Fuel50 or Phenom - Fuel50, Gloat, and Phenom are credible platforms with real capabilities. These are more approachable than the enterprise-grade options for mid-sized teams.” Claude Haiku 4.5 · paraphrase prompt · first choice
What the models said about Phenom
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Fuel50 or Phenom - ... These are more approachable than the enterprise-grade options for mid-sized teams.” Claude Haiku 4.5 · 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.