Two of fourteen models named GoAnywhere MFT first on the direct prompt; zero named AWS Transfer Family. GoAnywhere MFT was named by thirteen of the fourteen models and AWS Transfer Family by twelve and GoAnywhere MFT carries 26 labels and AWS Transfer Family 19, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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.
Across every category in the November 2026 Edition, GoAnywhere MFT and AWS Transfer Family were named in the same answer thirty-one times, of the 96 answers naming GoAnywhere MFT and the 60 naming AWS Transfer Family. In those answers AWS Transfer Family took the first choice one time and GoAnywhere MFT four.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | AT | |||||
| GPT-5.4 mini | AT | |||||
| Gemini 3.5 Flash | AT | AT | ||||
| Perplexity Sonar | AT | AT | ||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | AT | |||||
| MiniMax M2.5 | AT | |||||
| 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. Six of seven in this category shown.
“Cost-effective if you're already in AWS, but lacks some on-prem/B2B depth.” Grok 4.20 · direct prompt · soft negative
“noted as a "criticized challenger" (higher cost, more complex)” GLM 4.7 FlashX · budget prompt · soft negative
“Not inherently bad, but with caveats.” DeepSeek V4 Flash · negative prompt · soft negative
“### 1. AWS Transfer Family (Cloud) - Pros: Fully managed, scales automatically, integrates with S3” MiniMax M2.5 · paraphrase prompt · first choice
“my default recommendation would be AWS Transfer Family” GPT-5.4 mini · paraphrase prompt · first choice
“Cost-effective if you're already in AWS; serverless SFTP/FTPS with S3 integration. Less "managed" but highly scalable.” Grok 4.20 · scale 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.