One of fourteen models named Uptempo first on the direct prompt; one named Smartsheet. Uptempo was named by nine of the fourteen models and Smartsheet by eight and Uptempo carries 15 labels and Smartsheet 10, so the shares are not directly comparable.
Named in one category this edition.
Named in four 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 marketing resource management page.
Across every category in the October 2026 Edition, Uptempo and Smartsheet were named in the same answer eight times, of the 48 answers naming Uptempo and the 42 naming Smartsheet. In those answers Smartsheet took the first choice one time and Uptempo two.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Platforms with Significant Issues ... Uptempo - Steep learning curve ... Expensive” GLM 4.7 FlashX · negative prompt · hard negative
“because it is the result of merging three entirely different software platforms, you should approach it with structured questions” Gemini 3.5 Flash · negative prompt · soft negative
“complaints about a clunky UI, expensive pricing, and some integration/training issues” GPT-5.4 mini · negative prompt · soft negative
“Uptempo is a dedicated marketing operations platform built specifically to bridge the gap between marketing plans, budgets, and actual financial results.” Gemini 3.5 Flash · paraphrase prompt · first choice
“the best *Marketing Resource Management (MRM)* platform is usually Uptempo if your priority is a true MRM suite” Perplexity Sonar · direct prompt · first choice
“HubSpot or Uptempo are excellent choices if you need comprehensive budgeting features alongside planning” Claude Haiku 4.5 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“they are not full MRM systems unless you are ready to build process, reporting, approvals, and financial controls around them” Perplexity Sonar · negative prompt · soft negative
“Spreadsheet-like flexibility, good for complex B2B campaign timelines, but weaker on native budget tracking” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Best All-Around for Mid-Market B2B: Smartsheet ... The safest bet for a generic B2B marketing operations role” Qwen 3.7 Flash · direct prompt · first choice
“Mid-market sweet spot: Wrike, monday work management, Teamwork.com, Smartsheet” Kimi K2 · scale prompt · first choice
“It may suit teams moving from spreadsheets who want to preserve a familiar planning model.” GPT-6 Luna · comparative prompt · alternative
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.