# Backup and disaster recovery: what fourteen AI models recommend, and why, November 2026

Gane Index, November 2026 Edition. Page: https://www.gane.ai/index/it/cloud/backup-and-disaster-recovery/guide

Fourteen AI models were asked for backup and disaster recovery solution six ways each, on behalf of a small, a mid-market and an enterprise B2B company: 252 answers, in which a judge labeled 130 products. Five of them carry at least 10 labels and a first choice, and are ranked. This guide walks the top five in the order the mid-market standing puts them, with what the models said for and against each, in their words. Veeam Data Platform leads at 40% of first choices, and the standing is contested.

## At a glance

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Veeam Data Platform | 40% | 4% | 54 |
| 2 | Acronis Cyber Protect | 11% | 5% | 40 |
| 3 | Druva Data Security Cloud | 4% | 4% | 28 |
| 4 | NAKIVO Backup & Replication | 4% | 15% | 13 |
| 5 | Rubrik Security Cloud | 2% | 0% | 38 |

## 1. Veeam Data Platform

Veeam Data Platform is #1 of 5 at 40% of first choices, 54 labels, negative rate 4%. By buyer: small business #3 of 8 at 11%; mid-market #1 of 5 at 40%; enterprise #1 of 5 at 38%.

- For: "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)
- For: "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)
- Against: "snapshot loops and VMware issues with Veeam in large shops" (Muse Glimmer 30B, negative prompt)
- Against: "If you can't commit to immediate patching, avoid it." (Kimi K2, negative prompt)

## 2. Acronis Cyber Protect

Acronis Cyber Protect is #2 of 5 at 11% of first choices, 40 labels, negative rate 5%. By buyer: small business #1 of 8 at 30%; mid-market #2 of 5 at 11%; enterprise unranked.

- For: "Acronis Cyber Protect and Veeam Data Platform are top-tier choices due to their robust features and flexibility" (Mistral Small, paraphrase prompt)
- For: "1. Acronis Cyber Protect ... making it best for small and midsize businesses and managed service providers." (Claude Haiku 4.5, paraphrase prompt)
- Against: "r/msp discussions about bad backup provider experiences frequently raise Acronis, particularly around changes in feature packaging" (Muse Glimmer 30B, negative prompt)
- Against: "Verdict: ⚠️ Proceed with caution." (DeepSeek V4 Flash, negative prompt)

## 3. Druva Data Security Cloud

Druva Data Security Cloud is #3 of 5 at 4% of first choices, 28 labels, negative rate 4%. By buyer: small business unranked; mid-market #3 of 5 at 4%; enterprise #5 of 5 at 5%.

- For: "My default recommendation would be Druva Resilience Cloud for a mid-sized B2B company" (GPT-6 Luna, paraphrase prompt)
- For: "my default recommendation would be Druva Data Security Cloud" (GPT-5.4 mini, paraphrase prompt)
- Against: "For more cloud-first or enterprise-like needs, but they edge toward the higher end of mid-market." (Grok 4.20, direct prompt)

## 4. NAKIVO Backup & Replication

NAKIVO Backup & Replication is #4 of 5 at 4% of first choices, 13 labels, negative rate 15%. By buyer: small business #6 of 8 at 6%; mid-market #4 of 5 at 4%; enterprise unranked.

- For: "Small business with a few servers/VMs on a tight budget: NAKIVO Backup & Replication one-time $99 license" (Muse Glimmer 30B, budget prompt)
- For: "Top Overall Budget Pick: NAKIVO Backup & Replication" (DeepSeek V4 Flash, budget prompt)
- Against: "NAKIVO deserves more skepticism due to its slow vulnerability disclosure." (Kimi K2, negative prompt)
- Against: "NAKIVO has been the most effective product for the author so far but with a steep learning curve" (Muse Glimmer 30B, negative prompt)

## 5. Rubrik Security Cloud

Rubrik Security Cloud is #5 of 5 at 2% of first choices, 38 labels, negative rate 0%. By buyer: small business unranked; mid-market #5 of 5 at 2%; enterprise #2 of 5 at 22%.

- For: "Rubrik if ransomware resilience and a security-led approach is your top priority" (DeepSeek V4 Flash, scale prompt)
- For: "For SMBs/Hybrid: Start with Veeam or Rubrik." (Grok 4.20, comparative prompt)

## Questions the record answers

**Which backup and disaster recovery solution do AI models name first most often?** Veeam Data Platform, in 40% of first choices for a mid-market B2B company in the November 2026 Edition, from 54 labels. The standing is contested: the models did not settle on one product.

**Does the answer change with the size of the company?** Small business: Acronis Cyber Protect at 30%. Mid-market: Veeam Data Platform at 40%. Enterprise: Veeam Data Platform at 38%. Each standing is computed within its segment and never pooled.

**Which framing changes the answer?** The direct, paraphrase, budget and scale framings count toward share. The product named first differs by framing: direct Veeam Data Platform; paraphrase Veeam Data Platform; comparative Veeam Data Platform; budget-constrained Backblaze; scale-constrained Veeam Data Platform; negative Veeam Data Platform. The table above has the counts.

**How stable is one answer?** The repeat measurement is published with the next edition.

**Where do the answers come from?** Fourteen of the fourteen models return sources. Their 69 answers here cite 789 pages; the sites cited most are veeam.com, byteplus.com, solutionsreview.com. The category page lists them all.

**Can a vendor pay to be on this list?** No. A product is on the record because a model named it. A vendor can claim its page, propose corrections to the vendor table and be told when its standing moves; it cannot change a label, a share or a rank, and the publisher's conflicts are disclosed on the method page.

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.