Two of fourteen models named Cleo Integration Cloud first on the direct prompt; two named GoAnywhere MFT. Cleo Integration Cloud was named by twelve of the fourteen models and GoAnywhere MFT by thirteen and Cleo Integration Cloud carries 17 labels and GoAnywhere MFT 28, so the shares are not directly comparable.
Named in three 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.
| 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. Three of three in this category shown.
“Cleo has experienced a similar crisis to MOVEit, with vulnerabilities that were patched but immediately bypassed by attackers.” GLM 4.7 FlashX · negative prompt · hard negative
“2024 Breach: Exploited zero-day remote code execution vulnerability (CVE-2024-50623)” MiniMax M2.5 · negative prompt · hard negative
“The best managed file transfer solution for a mid-market B2B company is Cleo Integration Cloud MFT” Llama 4 Maverick · 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.
“you want to avoid heavy enterprise platforms (such as Progress MOVEit, Axway, or GoAnywhere MFT)” Gemini 3.5 Flash · budget prompt · hard negative
“legacy MFT tools like MOVEit and GoAnywhere suffered high-profile zero-day exploits in 2023” Llama 4 Maverick · negative prompt · hard negative
“also explicitly cited by CISA in advisories about exploited public-facing services” GPT-5.4 mini · negative prompt · hard negative
“Highly customizable and widely adopted, GoAnywhere is an industry giant known for its incredibly robust workflow automation and hybrid orchestration.” Gemini 3.5 Flash · comparative prompt · first choice
“I'd recommend starting with GoAnywhere MFT for its balance of features, pricing, and ease of implementation” GLM 4.7 FlashX · direct prompt · first choice
“Top Recommendation: GoAnywhere MFT (by Fortra)” Grok 4.1 Fast · 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.