Eleven of fourteen models named Veeam Data Platform first on the direct prompt; zero named NAKIVO Backup & Replication. Veeam Data Platform was named by fourteen of the fourteen models and NAKIVO Backup & Replication by ten and Veeam Data Platform carries 54 labels and NAKIVO Backup & Replication 13, so the shares are not directly comparable.
Named in three categories this edition.
Named in three 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 backup and disaster recovery page.
Across every category in the November 2026 Edition, Veeam Data Platform and NAKIVO Backup & Replication were named in the same answer twenty-nine times, of the 182 answers naming Veeam Data Platform and the 61 naming NAKIVO Backup & Replication. In those answers NAKIVO Backup & Replication took the first choice four times and Veeam Data Platform six.
| 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. Five of six in this category shown.
“snapshot loops and VMware issues with Veeam in large shops” Muse Glimmer 30B · negative prompt · soft negative
“If you can't commit to immediate patching, avoid it.” Kimi K2 · negative prompt · soft negative
“Currently the most widely deployed backup tool in the market by installed base... Choose Veeam if you are a traditional IT shop protecting virtual machines and want the easiest management” Qwen 3.7 Flash · comparative prompt · first choice
“I'd shortlist Veeam Data Platform Essentials plus cloud object storage. Veeam currently lists Essentials at $95 per license per year” GPT-6 Luna · budget prompt · first choice
“For most mid-market B2B companies, Veeam or HYCU offer the best balance of enterprise-grade features without excessive complexity.” MiniMax M2.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“NAKIVO deserves more skepticism due to its slow vulnerability disclosure.” Kimi K2 · negative prompt · hard negative
“NAKIVO has been the most effective product for the author so far but with a steep learning curve” Muse Glimmer 30B · negative prompt · soft negative
“Small business with a few servers/VMs on a tight budget: NAKIVO Backup & Replication one-time $99 license” Muse Glimmer 30B · budget prompt · first choice
“Top Overall Budget Pick: NAKIVO Backup & Replication” DeepSeek V4 Flash · budget 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.