Three of fourteen models named Fortra GoAnywhere MFT first on the direct prompt; zero named AWS Transfer Family. Fortra GoAnywhere MFT was named by fourteen of the fourteen models and AWS Transfer Family by twelve and Fortra GoAnywhere MFT carries 24 labels and AWS Transfer Family 19, so the shares are not directly comparable.
Named in one category 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, Fortra GoAnywhere MFT and AWS Transfer Family were named in the same answer thirteen times, of the 65 answers naming Fortra GoAnywhere MFT and the 60 naming AWS Transfer Family. In those answers AWS Transfer Family took the first choice zero times and Fortra GoAnywhere MFT two.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | AT | |||||
| GPT-5.4 mini | AT | AT | ||||
| Gemini 3.5 Flash | AT | |||||
| Perplexity Sonar | AT | |||||
| Grok 4.20 | AT | AT | ||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | AT | |||||
| 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.
“The GoAnywhere zero-day vulnerability (CVE-2025-10035) was a critical flaw that allowed attackers to execute remote commands without authentication” Claude Haiku 4.5 · negative prompt · hard negative
“Exploited by the Cl0p ransomware gang in a major 2023 campaign... its exposure makes it a higher‑risk choice” GLM 4.7 FlashX · negative prompt · hard negative
“GoAnywhere has also suffered critical authentication bypass vulnerabilities (e.g., CVE-2024-0204)” Mistral Small · negative prompt · hard negative
“Best general-purpose enterprise choice: GoAnywhere provides a broad, centralized feature set for secure transfers and automated workflows.” Perplexity Sonar · comparative prompt · first choice
“GoAnywhere is one of the most widely adopted MFT platforms... Choose GoAnywhere or MOVEit if you need an enterprise-wide solution” Gemini 3.5 Flash · comparative prompt · first choice
“The Best All-Rounder: Fortra GoAnywhere ... widely considered the gold standard for the mid-market” Qwen 3.7 Flash · 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.