Backup and disaster recovery for enterprise buyers
Asked as “backup and disaster recovery solution”, and as “data backup and recovery service”, on behalf of an enterprise B2B company. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
41%
Clear leader
41Veeam Data Platform13Commvault Complete Data Protection11Rubrik Security Cloud35others
41% of first choices, clear leader.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the three products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to head
Veeam Data Platform vs Acronis Cyber ProtectVeeam Data Platform vs Datto SIRISVeeam Data Platform vs IDrive Business
Head-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.All fifteen head-to-head pages: the top six products, each against each
Veeam Data Platform vs Druva Data Security CloudVeeam Data Platform vs Arcserve UDPAcronis Cyber Protect vs Datto SIRISAcronis Cyber Protect vs IDrive BusinessAcronis Cyber Protect vs Druva Data Security CloudAcronis Cyber Protect vs Arcserve UDPDatto SIRIS vs IDrive BusinessDatto SIRIS vs Druva Data Security CloudDatto SIRIS vs Arcserve UDPIDrive Business vs Druva Data Security CloudIDrive Business vs Arcserve UDPDruva Data Security Cloud vs Arcserve UDP
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Veeam Data Platform41%
Veeam Data Platform41%02Commvault Complete Data Protection13%
Commvault Complete Data Protection13%03Rubrik Security Cloud11%
Rubrik Security Cloud11%04Cohesity DataProtect4%
Cohesity DataProtect4%05Druva Data Security Cloud4%
Druva Data Security Cloud4%06Zerto0%
Zerto0%07Veritas NetBackup0%
Veritas NetBackup0%08Acronis Cyber Protect0%
Acronis Cyber Protect0%What they warned about
Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Acronis Cyber Protect23%
3 of 13 labels negative · 3 of 12 models · 1 hard negative
“Dropped from 2024 MQ (focus on MSPs/edges, not enterprise data centers); weak database/public cloud coverage.” Grok 4.20, negative prompt
Cohesity DataProtect10%
4 of 39 labels negative · 3 of 12 models
“limited SaaS application coverage beyond Microsoft 365 and Salesforce, and no standalone backup software” DeepSeek V4 Flash, negative prompt
Rubrik Security Cloud7%
3 of 44 labels negative · 3 of 12 models
“limited snapshot integrations/higher cloud costs (Rubrik)—not "avoid," but test rigorously for scale.” Grok 4.20, negative prompt
Dropbox100%
2 of 2 labels negative · 2 of 12 models · 2 hard negative
“Using commercial consumer cloud storage (e.g., Dropbox Business or Backblaze Personal plans) ... without an enterprise license is risky.” Qwen 3.7 Flash, negative prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
61 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 955 links across 277 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Eon33 answers · 53 citations · 11 models
28 answers · 44 citations · 10 models
22 answers · 30 citations · 10 models
21 answers · 29 citations · 9 models
vendor site · NinjaOne21 answers · 22 citations · 9 models
20 answers · 27 citations · 9 models
vendor site · Veeam20 answers · 27 citations · 9 models
18 answers · 26 citations · 7 models
14 answers · 14 citations · 7 models
vendor site · ControlMonkey13 answers · 16 citations · 7 models
vendor site · Rubrik13 answers · 16 citations · 9 models
vendor site · HYCU13 answers · 13 citations · 8 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
29 answers · 11 models
20 answers · 7 models
18 answers · 9 models
14 answers · 7 models
14 answers · 7 models
13 answers · 7 models
13 answers · 9 models
12 answers · 8 models
12 answers · 7 models
11 answers · 8 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “backup and disaster recovery solution”, “backup and disaster recovery solutions”, “best backup and disaster recovery solution”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Veeam Data Platform veeam.com Veeam Data Platform 41%, Veeam Backup & Replication 7% | 48% | 162 | 720 | 23 | 86,318 | $2,697 | 113 | |
| Commvault Complete Data Protection commvault.com | 13% | 80 | 46,519 | $5,364 | 95 | |||
| Rubrik Security Cloud rubrik.com | 11% | 85 | 390 | 3 | 63,198 | 44 | ||
| Druva Data Security Cloud druva.com Druva Data Security Cloud 4%, Druva Data Resiliency Cloud 2% | 7% | 54 | 40 | 0 | 24,186 | 44 | ||
| Veritas NetBackup cohesity.com Cohesity DataProtect 4%, Veritas NetBackup 0% | 4% | 65 | 260 | 16 | 36,310 | 63 | ||
| Barracuda barracuda.com Barracuda 2%, Barracuda Email Protection 2% | 4% | 100 | 201,000 | 10,561 | 64,778 | 116 | ||
| Eon eon.io | 2% | 4 | 2 | |||||
| Datto datto.com Datto SIRIS 2% | 2% | 53 | 9,900 | 805 | 35,477 company | $16 | 37 | |
| Zmanda Pro zmanda.com | 2% | 3 | ||||||
| Kaseya kaseya.com | 2% | 5 | 18,100 | 1,701 | 38,107 | 21 |
Google's top ten for the three searches hold 16 sites; 4 of them are among the sites the models cited here (controlmonkey.io, eon.io, expertinsights.com, solutionsreview.com). The first result for “backup and disaster recovery solution” is axcient.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best backup and disaster recovery solution for an enterprise B2B company?”Paraphrase“Which data backup and recovery service would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade backup and disaster recovery solutions and how do they differ?”Budget-constrained“What is the best backup and disaster recovery solution for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a backup and disaster recovery solution. What should we look at?”Negative“Which backup and disaster recovery solutions should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceVeeam Backup & ReplicationChangedCommvault Complete Data Protection, Veeam Backup EssentialsCommvault Complete Data Protection, Eon, Veeam Data Platformno first choicenothing named
Three alternatives
Acronis Cyber Protect, Commvault Complete Data Protection, Veritas NetBackupFive alternatives
Acronis Advanced Disaster Recovery, Arcserve UDP, Druva Data Security Cloud, Eon, Rubrik Security CloudThree alternatives
Cohesity DataProtect, Druva Data Security Cloud, Rubrik Security CloudGPT-5.4 miniVeeam Backup & ReplicationVeeam Data PlatformChangedVeeam Data Platformagainst: Acronis Cyber ProtectVeeam Data Platformno first choicenothing named
Two alternatives
Cohesity DataProtect, Commvault Complete Data ProtectionOne alternative
Rubrik Security CloudSeven alternatives
AWS Backup, Azure Backup, Azure Site Recovery, Cohesity DataProtect, Commvault Complete Data Protection, Google Cloud Backup and DR Service, Rubrik Security CloudOne alternative
Commvault Complete Data ProtectionGemini 3.5 FlashCohesity DataProtect, Commvault Complete Data ProtectionRubrik Security Cloud, Veeam Data PlatformChangedVeeam Data PlatformDruva Data Resiliency Cloudno first choiceagainst: AWS EBS snapshots, Dropbox, Google Drive, Microsoft OneDrive, rsync
Three alternatives
Druva Data Security Cloud, Rubrik Security Cloud, Veeam Data PlatformTwo alternatives
Cohesity DataProtect, Druva Data Security CloudFour alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Druva Data Security Cloud, Rubrik Security CloudFive alternatives
Backblaze Business Backup, Barracuda Cloud-to-Cloud Backup, Commvault Complete Data Protection, Veeam Data Platform, WasabiPerplexity SonarCommvault Complete Data Protection, Veeam Data PlatformCommvault Complete Data ProtectionChangedVeeam Data PlatformDatto SIRISno first choicenothing named
Five alternatives
Azure Site Recovery, Druva Data Security Cloud, Eon, Rubrik Security Cloud, ZertoThree alternatives
Cohesity DataProtect, Druva Data Security Cloud, Veritas NetBackupEight alternatives
AWS Backup, Acronis Cyber Protect, Cohesity DataProtect, Commvault Complete Data Protection, Druva Data Security Cloud, Eon, Rubrik Security Cloud, Veritas NetBackupThree alternatives
Commvault Complete Data Protection, HYCU R-Cloud, Veeam Data PlatformGrok 4.20Veeam Data PlatformVeeam Data PlatformHeldVeeam Data PlatformVeeam Data Platformagainst: AWS Elastic DR, Azure Site RecoveryVeeam Data Platformagainst: AWS Elastic Disaster Recovery, Acronis Cyber Protect, Actifio, Arcserve UDP, Azure Site Recovery, Backblaze, Cohesity DataProtect, CrashPlan, Rubrik Security Cloud, Unitrends
Four alternatives
AWS Elastic Disaster Recovery, Azure Site Recovery, Rubrik Security Cloud, ZertoThree alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Rubrik Security CloudFour alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Rubrik Security Cloud, Veritas Alta Data ProtectionFour alternatives
Commvault Complete Data Protection, Druva inSync/Data Security Cloud, Rubrik Security Cloud, ZertoFour alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Druva Data Security Cloud, Rubrik Security CloudMistral SmallRubrik Security Cloud, Veeam Data PlatformNinjaOneChangedVeeam Data PlatformCommvault Complete Data Protectionno first choicenothing named
Three alternatives
Microsoft, OpenText, UnitrendsThree alternatives
Arcserve UDP, HYCU R-Cloud, Veeam Data PlatformSix alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Druva Data Security Cloud, HYCU R-Cloud, Rubrik Security Cloud, Veritas Alta Data ProtectionTwo alternatives
Rubrik Security Cloud, Veeam Data PlatformDeepSeek V4 FlashVeeam Data PlatformVeeam Data PlatformHeldVeeam Data PlatformDruva Data Security Cloudagainst: Cohesity DataProtect, Microsoft Azure Site Recovery, Rubrik Security Cloud, Veeam Data Platformno first choiceagainst: Cohesity DataProtect, Oracle, Rocket Servergraph, Veritas Backup Exec, System Recovery, and Desktop & Laptop Option, Veritas NetBackup
Five alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Druva Data Security Cloud, Rubrik Security Cloud, ZertoFive alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Druva Data Security Cloud, Eon, Rubrik Security CloudFive alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Druva Data Security Cloud, Rubrik Security Cloud, ZertoOne alternative
Commvault Complete Data ProtectionLlama 4 MaverickCommvault Complete Data Protectionno first choiceChangedno first choiceno first choiceno first choicenothing named
Qwen 3.7 FlashVeeam Backup & ReplicationVeeam Data PlatformChangedVeeam Data PlatformBarracuda Email Protection, Kaseyaagainst: Commvault Complete Data Protectionno first choiceagainst: Backblaze Personal Backup, Dropbox
Four alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Rubrik Security Cloud, ZertoThree alternatives
Commvault Complete Data Protection, Druva Data Security Cloud, Rubrik Security CloudFive alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Dell PowerProtect, Druva Data Security Cloud, Rubrik Security CloudTwo alternatives
Rubrik Security Cloud, Veeam Data PlatformKimi K2Veeam Data PlatformVeeam Data PlatformHeldVeeam Data Platformagainst: Dell PowerProtect Data ManagerDruva Data Security Cloud, Zmanda Proagainst: Cohesity DataProtect, Commvault Complete Data Protection, Rubrik Security Cloud, Veeam Data PlatformRubrik Security Cloudagainst: Microsoft 365
Two alternatives
Commvault Complete Data Protection, Rubrik Security CloudFour alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Druva Data Security Cloud, Rubrik Security CloudThree alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Rubrik Security CloudOne alternative
Acronis Cyber ProtectTwo alternatives
Druva Data Security Cloud, Veeam Data PlatformGLM 4.7 FlashXno first choiceVeeam Data PlatformChangedagainst: Acronis Cyber Protect, Backblaze Business Backupno first choiceVeeam Data Platformagainst: Microsoft 365 Backupno first choiceagainst: Acronis Cyber Infrastructure, Veeam Backup & Replication
Six alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Druva Data Security Cloud, HYCU R-Cloud, Rubrik Security Cloud, Veeam Data PlatformThree alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Rubrik Security CloudFour alternatives
Azure Site Recovery, Eon, Microsoft Azure Backup, Zmanda ProMiniMax M2.5Cohesity DataProtect, Rubrik Security Cloud, Veeam Data PlatformRubrik Security Cloud, Veeam Data PlatformChangedVeeam Data PlatformBarracuda, Rewindno first choicenothing named
Two alternatives
Commvault Complete Data Protection, Dell PowerProtectTwo alternatives
Cohesity DataProtect, Commvault Complete Data ProtectionSix alternatives
Cohesity DataProtect, Commvault Complete Data Protection, Druva Data Security Cloud, HYCU R-Cloud, Rubrik Security Cloud, ZertoTwo alternatives
Cohesity DataProtect, Rubrik Security CloudBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 10:29 | no | 0 | 6 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 10:02 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 13:33 | yes | 12 | 18 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 09:25 | yes | 20 | 6 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 13:48 | yes | 28 | 14 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 13:41 | yes | 5 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 13:34 | yes | 22 | 59 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 12:41 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 10:26 | no | 0 | 41 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 12:11 | yes | 14 | 31 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 13:13 | yes | 15 | 44 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 11:28 | yes | 7 | 25 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 13:46 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 10:51 | yes | 3 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 13:34 | yes | 14 | 26 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 11:47 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 09:37 | yes | 26 | 13 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 12:44 | yes | 5 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 10:13 | yes | 14 | 16 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 10:53 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 10:02 | yes | 10 | 38 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 13:31 | yes | 14 | 33 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 11:16 | yes | 28 | 70 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 09:40 | yes | 5 | 25 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 12:50 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 14:08 | yes | 6 | 17 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 13:21 | yes | 19 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 10:17 | yes | 20 | 8 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 10:01 | yes | 33 | 18 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 12:42 | yes | 15 | 14 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 11:20 | yes | 18 | 21 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 11:30 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 12:51 | yes | 10 | 53 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 10:38 | yes | 15 | 35 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 10:51 | yes | 14 | 150 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 09:36 | yes | 14 | 38 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 12:14 | yes | 18 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 09:42 | yes | 2 | 8 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 09:30 | yes | 8 | 24 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 09:41 | yes | 20 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 10:00 | yes | 44 | 21 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 11:21 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 13:09 | yes | 22 | 34 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 10:19 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 14:06 | no | 0 | 28 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 09:50 | yes | 27 | 35 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 10:35 | yes | 32 | 97 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 10:38 | yes | 22 | 58 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 14:13 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 11:17 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 11:56 | no | 0 | 16 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 12:10 | yes | 20 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 13:57 | yes | 20 | 13 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 09:40 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 10:40 | yes | 25 | 24 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 10:26 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 10:17 | no | 0 | 43 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 10:52 | yes | 17 | 43 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 10:39 | yes | 15 | 36 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 13:20 | yes | 10 | 35 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 12:09 | yes | 0 | 19 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 14:04 | yes | 3 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 12:33 | yes | 16 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 10:53 | yes | 20 | 6 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 11:13 | yes | 39 | 17 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 13:00 | yes | 5 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 13:05 | yes | 30 | 27 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 10:28 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 10:16 | no | 0 | 39 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 11:54 | yes | 24 | 68 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 12:06 | yes | 28 | 39 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 10:00 | yes | 14 | 107 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Acronis read as Acronis Cyber Protect
Acronis Cyber Backup read as Acronis Cyber Protect
Arcserve read as Arcserve UDP
Arcserve Unified Data Protection read as Arcserve UDP
Backblaze Personal read as Backblaze Personal Backup
Carbonite read as Carbonite Safe
Cohesity read as Cohesity DataProtect
Cohesity Data Cloud (featuring Veritas NetBackup) read as Cohesity DataProtect
CommVault read as Commvault Complete Data Protection
Commvault read as Commvault Complete Data Protection
Commvault Cloud read as Commvault Complete Data Protection
Commvault Cloud (SaaS) read as Commvault Complete Data Protection
Commvault Cloud (formerly Complete Data Protection) read as Commvault Complete Data Protection
Commvault Cloud (powered by Metallic) read as Commvault Complete Data Protection
Commvault Complete read as Commvault Complete Data Protection
Datto read as Datto SIRIS
Dell Technologies read as Dell PowerProtect
Dell Technologies (PowerProtect / Data Domain) read as Dell PowerProtect
Dell Technologies PowerProtect read as Dell PowerProtect
Druva read as Druva Data Security Cloud
HYCU read as HYCU R-Cloud
MSP360 read as MSP360 Managed Backup
Rubrik read as Rubrik Security Cloud
Veeam read as Veeam Data Platform
Veritas read as Veritas Alta Data Protection
Veritas Alta (NetBackup family) read as Veritas Alta Data Protection
Unresolved, counted raw
AWS DRS
AWS EBS snapshots
AWS Elastic DR
Acronis Cyber Infrastructure (ACI)
BackupVault
Barracuda Data Protection
Commvault"s SaaS-focused *Metallic* platform
ConnectWise's Axcient x360Recover
Druva inSync/Data Security Cloud
Google Cloud Disaster Recovery
HYCU Data Protection
HYCU Protege
Managed Backup and Disaster Recovery Services by Discover Cyber Solutions
NinjaOne Backup
ProBackup
Rocket Servergraph
Veritas Backup Exec, System Recovery, and Desktop & Laptop Option (DLO)
Discontinued, still offered
No shut-down product was recommended here.