Two of fourteen models named GoAnywhere MFT first on the direct prompt; one named Cleo Integration Cloud. GoAnywhere MFT was named by thirteen of the fourteen models and Cleo Integration Cloud by eleven and GoAnywhere MFT carries 26 labels and Cleo Integration Cloud 22, so the shares are not directly comparable.
Named in two categories this edition.
Named in two 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 managed file transfer page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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.
“GoAnywhere suffered a critical vulnerability exploited by the Clop ransomware group” MiniMax M2.5 · negative prompt · hard negative
“Avoid for Tight Budgets: Enterprise-heavy tools like MOVEit, GoAnywhere MFT” Grok 4.20 · budget prompt · hard negative
“A recurring target for ransomware groups... deserves careful scrutiny” DeepSeek V4 Flash · negative prompt · hard negative
“often considered a leader in the MFT marketplace for businesses seeking best-of-breed solutions” Mistral Small · comparative prompt · first choice
“Strong in automation, encryption, and auditing... Often praised for mid-market fit.” Grok 4.20 · scale prompt · first choice
“bTrade TDXchange or GoAnywhere MFT would be the best starting points” MiniMax M2.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Documented in industry reports as a frequent target of large‑scale breaches.” GLM 4.7 FlashX · negative prompt · hard negative
“Other Products with Recent Issues (Approach with Caution) - Cleo — Critical vulnerabilities disclosed in late 2024.” Grok 4.20 · negative prompt · soft negative
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.