Three of fourteen models named Progress MOVEit Transfer first on the direct prompt; two named Fortra GoAnywhere MFT. Progress MOVEit Transfer was named by thirteen of the fourteen models and Fortra GoAnywhere MFT by eleven and Progress MOVEit Transfer carries 31 labels and Fortra GoAnywhere MFT 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 October 2026 Edition, Progress MOVEit Transfer and Fortra GoAnywhere MFT were named in the same answer forty-four times, of the 80 answers naming Progress MOVEit Transfer and the 52 naming Fortra GoAnywhere MFT. In those answers Fortra GoAnywhere MFT took the first choice five times and Progress MOVEit Transfer 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.
“The vulnerability is reportedly being actively exploited... could allow an unauthenticated attacker to gain unauthorised access to the MOVEit Transfer environment” Muse Glimmer 30B · negative prompt · hard negative
“Recommendation: Avoid unless fully air-gapped, heavily firewalled, and you verify the latest patches independently.” Grok 4.1 Fast · negative prompt · hard negative
“you want to avoid heavy enterprise platforms (such as Progress MOVEit, Axway, or GoAnywhere MFT)” Gemini 3.5 Flash · budget prompt · hard negative
“If you want one name: Progress MOVEit Transfer is the safer recommendation for a mid-sized B2B company with serious security/compliance needs.” GPT-5.4 mini · paraphrase prompt · first choice
“Choose MOVEit if you want a well-known secure MFT platform with automation, compliance, and easier end-user sharing.” GPT-5.4 mini · comparative prompt · first choice
“Identified as the best for mid-market organizations, offering a good balance of features, compliance, and cost.” Claude Haiku 4.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“This solution has had critical authentication bypass vulnerabilities (CVE-2024-0204) that allow unauthorized users to create admin users and bypass authentication” Claude Haiku 4.5 · negative prompt · hard negative
“The Fortra advisory FI-2025-012 marks Severity Critical for CVE-2025-10035” Muse Glimmer 30B · negative prompt · hard negative
“Recommendation: Migrate away if possible—too much breach history.” Grok 4.1 Fast · negative prompt · hard negative
“Recent rankings (e.g., SoftwareReviews 2024) highlight GoAnywhere/MOVEit for balanced performance.” Grok 4.1 Fast · comparative prompt · first choice
“It is the fastest growing MFT product in the world... Best for centralized automation and control” Muse Glimmer 30B · comparative prompt · first choice
“I'd usually start with Fortra GoAnywhere MFT or Progress MOVEit as the shortlist” GPT-5.4 mini · direct 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.