November 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index › IT › Cloud and infrastructure › Enterprise storage › Small business · November 2026 Edition

Enterprise storage systems for small business buyers

Asked as “enterprise storage array”, and as “primary storage for on-prem and hybrid cloud”, on behalf of a small B2B company. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
26%
Contested · Dell PowerStore 14%
26HPE MSA Storage14Dell PowerStore10Synology NAS50others

26% of first choices, contested.

Since October 2026↗new leaderNew leader since October 2026: HPE MSA Storage (26%) replaces Dell PowerStore (14% then, 14% now), 12 points clear, past the 11-point floor.HPE MSA Storage leads at 26%, replacing Dell PowerStore, which led at 14% and stands at 14% now: 12 points clear, past the floor.

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 fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01HPE MSA Storage26%3%31accepted challenger▲+12Since October 2026: 14% → 26%, +12 points. Past the 11-point floor: movement.14% → 26%
02Dell PowerStore14%22%32accepted challenger=heldSince October 2026: 14% → 14%, ±0 points. Inside the 11-point floor: within noise.14% → 14%
03Synology NAS10%5%22accepted challenger▲+4Since October 2026: 6% → 10%, +4 points. Inside the 11-point floor: within noise.6% → 10%
04QNAP4%0%18accepted challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise.2% → 4%
05Pure Storage FlashArray2%32%25criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
06NetApp AFF2%36%36criticized challenger▼−4Since October 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise.6% → 2%
Show the four products at 0%, ordered by negative rate
10Dell PowerMax0%100%11criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
09HPE Alletra0%21%14accepted challenger▼−5Since October 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise.5% → 0%
07TrueNAS0%12%16accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
08Amazon S30%8%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%

The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured

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 headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
All ten head-to-head pages: the top five products, each against each

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 →
H01
02
03
04
05
06
07
08
H09
10
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01HPE MSA Storage26%
02Dell PowerStore14%
03Synology NAS10%
04QNAP4%
05Pure Storage FlashArray2%
06NetApp AFF2%
07TrueNAS0%
08Amazon S30%
09HPE Alletra0%
10Dell PowerMax0%

What they warned about

Zero of fourteen models held their first choice under the paraphrase. 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 and Muse Glimmer 30B 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.
NetApp AFF
36%
13 of 36 labels negative · 12 of 14 models · 10 hard negative
“small businesses should generally avoid full-scale enterprise-grade storage systems like traditional SANs from vendors such as NetApp and Dell EMC PowerMax” Llama 4 Maverick, negative prompt
Dell PowerMax
100%
11 of 11 labels negative · 10 of 14 models · 11 hard negative
“Explicitly designed for large data centers; massive overkill for small businesses with complex setup and astronomical costs” Kimi K2, negative prompt
Dell PowerStore
22%
7 of 32 labels negative · 7 of 14 models · 2 hard negative
“Avoid jumping to 'true' enterprise arrays like Dell PowerStore, NetApp AFF, or Pure Storage” GLM 4.7 FlashX, negative prompt
Pure Storage FlashArray
32%
8 of 25 labels negative · 6 of 14 models · 3 hard negative
“Designed for mission-critical enterprise workloads; smaller businesses may find the pricing and licensing restrictive” Qwen 3.7 Flash, negative prompt

What they cite

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.

Sites the answers cite

68 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 739 links across 207 sites, every framing counted. Ranked by the number of answers carrying the site or page. 47 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.

vendor site · HPE30 answers · 56 citations · 13 models
vendor site · Dell23 answers · 42 citations · 10 models
publisher (Gane)23 answers · 23 citations · 9 models
20 answers · 21 citations · 11 models
15 answers · 15 citations · 10 models
14 answers · 20 citations · 7 models
vendor site · Dell14 answers · 18 citations · 7 models
12 answers · 19 citations · 6 models
vendor site · NetApp12 answers · 16 citations · 7 models
12 answers · 12 citations · 8 models
11 answers · 21 citations · 7 models
11 answers · 13 citations · 9 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.

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 “best enterprise storage array”, “enterprise storage array”, “enterprise storage systems”. 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 productsShareOwn site citedName searches, GoogleAI search demand, est.Organic visitsPaid search a month, est.Google ads, last 30 daysBest Google position
HPE parent site
HPE MSA Storage 26%, HPE MSA 2060 / 2062 2%
28%3827,1005,522
Dell Unity XT dell.com
Dell PowerStore 14%, Dell PowerVault ME5 6%, Dell Unity XT 2%
22%7588012613,697,880$10,867637
Synology NAS synology.com
Synology NAS 10%, Synology DiskStation 2%, Synology RackStation NAS 2%
14%2333,1004,060239,1901
NetApp AFF netapp.com
NetApp ONTAP 4%, NetApp AFF 2%
6%11759060137,356$179
QNAP qnap.com4%1912,1002,25252,8250
Pure Storage FlashArray purestorage.com2%99320184,2510
Synology RackStation2%
Lenovo ThinkSystem DS2200 lenovo.com2%2
Dell PowerVault ME52122%
HPE MSA 2060 Storage2%

Google's top ten for the three searches hold 22 sites; 4 of them are among the sites the models cited here (dell.com, enterprisestorageforum.com, gartner.com, reddit.com). The first result for “best enterprise storage array” is reddit.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
ModelDirect“What is the best enterprise storage array for a small B2B company?”Paraphrase“Which primary storage for on-prem and hybrid cloud would you recommend to a small business that sells to other businesses?”Comparative“What are the top enterprise storage systems for a small team and how do they differ?”Budget-constrained“What is the best enterprise storage array for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an enterprise storage array. What should we look at?”Negative“Which enterprise storage systems should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceQNAP, Synology NASChanged
Two alternativesAmazon S3, Azure
Google Workspace, Microsoft 365, Synology NAS
Four alternativesBox, Dropbox, Egnyte, Terramaster F2-425
Synology DS925+
Five alternativesDell PowerVault, HPE MSA Storage, QNAP TS-233, Synology DS1525+, Synology DS225+
no first choiceagainst: Google Drive, iCloud
GPT-5.4 miniDell PowerStore
Two alternativesNetApp AFF, Pure Storage FlashArray
against: HPE MSA Storage
NetApp ONTAPChanged
Three alternativesDell hybrid storage, HPE Alletra, Keystone
Dell PowerStore, Pure Storage FlashArray
Three alternativesHPE Alletra, NetApp AFF, Nimble
against: Hitachi Vantara VSP, IBM FlashSystem
Dell PowerVault ME5
Two alternativesHPE MSA Storage, Ubiquiti Enterprise NAS
no first choicenothing named
Gemini 3.5 FlashPure Storage FlashArray
Five alternativesDell PowerStore, Dell PowerVault ME5, HPE Alletra MP / 5000, NetApp AFF A150 or AFF A20, Synology NAS
Synology RackStationChanged
Five alternativesAWS Storage Gateway, Azure File Sync, HPE Alletra, HPE MSA Storage, Pure Storage FlashArray
QNAP Enterprise ZFS, Synology Enterprise Series
Seven alternativesAWS Storage Gateway, Amazon S3, Azure Files, Box, Microsoft 365, NetApp AFF / FAS Series, Pure Storage FlashArray
Dell PowerVault ME5, iXsystems TrueNAS Enterprise
Two alternativesHPE MSA 2060 / 2062, Synology Enterprise Series
against: NetApp AFF, SANsymphony
no first choice
Eight alternativesDell Technologies, HPE Alletra, Nasuni, NetApp AFF, Panzura, Pure Storage FlashArray, Synology Enterprise RackStation, TrueNAS
against: Amazon S3, Azure Blob Storage, BeeGFS, Ceph, Dell PowerMax, GlusterFS, Google Coldline, Hitachi VSP (Virtual Storage Platform) high-end tiers, IBM FlashSystem 9500 series, IBM Spectrum Scale, Lustre, Weka, ZFS
Perplexity SonarHPE MSA 2060 / 2062
Two alternativesNetApp AFF, StarWind Virtual SAN
against: Dell PowerStore, Pure Storage FlashArray//C
QNAP, Synology NASChanged
Two alternativesDell entry-level unified storage, NetApp AFF
against: TrueNAS
Dropbox, Google Workspace Drive, Microsoft OneDrive for Business + SharePoint
Three alternativesAmazon S3, Box, Sync.com
against: Dell Technologies, IBM arrays, NetApp AFF, Pure Storage FlashArray
HPE MSA Storage
Two alternativesNetApp AFF, Synology business NAS
against: Dell entry-level array
no first choiceagainst: Ceph
Grok 4.20HPE MSA Storage
Four alternativesDell PowerStore, Dell PowerVault, HPE Nimble Storage, Lenovo ThinkSystem
against: Dell VMAX, Weka WEKApod
NetApp ONTAPChanged
Five alternativesAWS Storage Gateway, Dell PowerStore or PowerMax, HPE Alletra or Nimble Storage, Pure Storage FlashBlade//S or FlashArray with Cloud Block Store, VMware vSAN
against: Synology NAS
IDrive Business
Five alternativesDell PowerStore, Dropbox, NetApp AFF Series, Sync.com for Teams, TrueNAS
against: HPE Alletra, Pure Storage FlashArray
HPE MSA Storage
Five alternativesDell Unity XT, Lenovo ThinkSystem DE Series, Microsoft Storage Spaces Direct, StarWind, TrueNAS
against: Dell PowerStore, HPE Primera, Infinidat InfiniBox, Weka
no first choice
Two alternativesDell PowerStore or Unity, HPE Nimble/Alletra
against: Dell PowerMax, HPE Alletra, Hitachi Vantara VSP, IBM FlashSystem, NetApp AFF, PowerStore, Pure Storage FlashArray
Mistral SmallHPE MSA Storage
Two alternativesDell PowerStore, NetApp AFF
Synology NASChanged
Three alternativesDell PowerStore, Microsoft Azure File Sync + Azure Storage, QNAP
Sync.com
Six alternativesIDrive Business, Nextcloud, Nutanix Unified Storage, Proton Drive, Scality ARTESCA, pCloud
Dell Unity XT, HPE MSA Storageno first choiceagainst: Dell PowerMax, Dell PowerStore, NetApp AFF
DeepSeek V4 FlashDell PowerVault ME5, HPE MSA Storage
Three alternativesDell PowerStore, Synology RackStation, TrueNAS
against: Dell PowerMax, HPE Primera, Hitachi VSP, Pure Storage FlashArray
Synology NASChanged
Three alternativesDell PowerStore, NetApp AFF, QNAP TS-464 or TS-664
Synology NAS
Eight alternativesBox, Egnyte, Google Workspace, Microsoft OneDrive for Business + SharePoint, QNAP, Sync.com for Teams, TrueNAS, UGREEN NASync
against: Dropbox, UniFi UNAS Pro
HPE MSA Storage
One alternativeLenovo ThinkSystem DS2200
against: QNAP TS-h1288X, RS3621RPxs, Synology DS1823xs+, TrueNAS
HPE MSA Storage, Lenovo DM series, NetApp entry-level ONTAP
Five alternativesDell PowerVault, PowerStore, Pure Storage FlashArray X/C, QNAP, TrueNAS
against: Dell PowerMax, HPE Primera, Hitachi Vantara VSP, IBM enterprise tape libraries, NetApp AFF, Pure Storage FlashArray
Llama 4 MaverickDell PowerStore
Two alternativesHPE MSA Storage, NetApp AFF
no first choiceChangedDell PowerStore
Two alternativesHPE MSA Storage, NetApp AFF
HPE MSA 2060 Storage
Two alternativesHPE MSA Storage, HPE Storage Tape
no first choiceagainst: Dell PowerMax, NetApp AFF
Qwen 3.7 FlashDell PowerStore
One alternativeHPE MSA Storage
Synology DiskStationChanged
Three alternativesPure Storage FlashArray, StarWind Virtualized Storage Appliance, TrueNAS Scale
Nutanix Files
Five alternativesBackblaze B2, Egnyte, Microsoft OneDrive, Nextcloud, Wasabi
HPE MSA Storage
Two alternativesDell PowerStore, Lenovo ThinkSystem
no first choiceagainst: Ceph, Dell PowerMax, GlusterFS, HPE StoreOnce, IBM Spectrum Virtualize, NetApp AFF, Nutanix Unified Storage, Pure Storage FlashArray, Rocky Linux, VMware vSAN
Kimi K2HPE MSA Storage Series
Two alternativesDell PowerStore, NetApp AFF
Synology NASChanged
Three alternativesDell PowerStore, HPE MSA Storage, QNAP QuTS hero
QNAP, Synology NAS
Five alternativesCTERA File Services Platform, Dropbox, Nasuni File Data Platform, Sync.com for Teams, TrueNAS
HPE MSA Series
Four alternativesDell PowerVault ME5, Dell Unity XT, HPE Nimble HF20/HF40, Synology enterprise NAS
against: NetApp AFF, Pure, vSAN/ROBO
no first choiceagainst: Dell PowerMax, Dell PowerStore, HPE Nimble Storage, HPE Primera, NetApp AFF, Pure Storage FlashArray
GLM 4.7 FlashXHPE MSA Storage
Two alternativesDell PowerStore, NetApp E2800 Hybrid-Flash Storage
NetApp AFFChangedSynology DS/RS Series, TrueNAS
Nine alternativesDropbox, Google Drive, Google Workspace, HPE MSA Storage, IDrive Business, Microsoft OneDrive, QNAP TS/TVS Series, SharePoint, StarWind Virtual SAN
against: NetApp FAS
QNAP TS-464
Two alternativesDell PowerVault ME4 Series, HPE MSA Storage
no first choiceagainst: Dell PowerMax, Dell PowerStore, NetApp AFF, Pure Storage FlashArray
MiniMax M2.5Dell PowerStore, HPE MSA Storage
Two alternativesInfinidat's InfiniBox SSA G4, Lenovo ThinkSystem DS Series
Dell PowerStoreChanged
Three alternativesHPE Nimble Storage, NetApp AFF, Pure Storage FlashArray
Synology DiskStation NAS
Four alternativesHPE MSA Storage, Nutanix Unified Storage, QNAP NAS, TerraMaster
HPE MSA Storage
Three alternativesLenovo ThinkSystem DG Series, NetApp FAS Systems, Pure Storage FlashArray
no first choiceagainst: Dell PowerMax, Dell PowerStore, NetApp AFF
GPT-6 LunaDell PowerStore
Three alternativesDell PowerVault ME5, NetApp AFF, Pure Storage FlashArray//C
Synology RackStation NASChanged
Two alternativesDell PowerStore, HPE Alletra
Synology DiskStation DS1825+
Five alternativesGoogle Workspace, Microsoft 365, QNAP TS-873A, SharePoint, TrueNAS Mini
against: Dell PowerVault ME5
Dell PowerVault ME5212
One alternativeHPE MSA Storage
no first choiceagainst: 3PAR StoreServ 7000, Dell PowerStore, HPE Alletra, NetApp AFF, Pure FlashArray
Muse Glimmer 30BHPE MSA Storage - MSA 1060 / Gen6/Gen7, Lenovo ThinkSystem DS2200
Five alternativesDell PowerStore, Fujitsu ETERNUS AX1200, NetApp AFF, QNAP TS-h886 / TS-233, Synology DiskStation DS925+ / DS1823xs+
Dell PowerStoreChanged
One alternativeHPE MSA Storage
Synology DiskStation
Six alternativesDropbox, HPE MSA Storage, IDrive Business, Nutanix Unified Storage, QNAP, TrueNAS
HPE MSA Storage
Three alternativesDell PowerVault, Infortrend, Synology NAS
no first choiceagainst: Dell PowerMax, NetApp AFF
Bold 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.
Eighty-four rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 10:17no04 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 12:23yes47 s
Direct recommendationGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 11:26yes1124 s
Direct recommendationPerplexity Sonarsonar2026-11-01 08:42yes104 s
Direct recommendationGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 16:41yes510 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-11-01 10:01yes55 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 09:01yes2230 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 16:48yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 09:33yes849 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-11-01 13:07yes1426 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 09:20yes1534 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 17:59yes522 s
Direct recommendationGPT-6 Lunagpt-6-luna2026-11-01 10:03yes413 s
Direct recommendationMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 12:25yes1416 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 18:16no05 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 16:26yes55 s
ParaphraseGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 19:41no021 s
ParaphrasePerplexity Sonarsonar2026-11-01 08:51yes104 s
ParaphraseGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 17:48yes511 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-11-01 16:06no07 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 09:24yes2531 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 13:28yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 17:47no034 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-11-01 16:51yes2542 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 10:15yes2390 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 12:07yes529 s
ParaphraseGPT-6 Lunagpt-6-luna2026-11-01 14:30yes317 s
ParaphraseMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 14:55yes1417 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 09:06yes98 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 18:53yes58 s
ComparativeGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 14:20no018 s
ComparativePerplexity Sonarsonar2026-11-01 14:47yes105 s
ComparativeGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 19:03yes1018 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-11-01 17:48yes57 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 18:21yes2351 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 19:15yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 17:38yes1028 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-11-01 12:46yes2023 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 09:43yes2044 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 15:43yes1431 s
ComparativeGPT-6 Lunagpt-6-luna2026-11-01 15:09yes626 s
ComparativeMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 18:03yes1521 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 13:33yes178 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 15:49yes36 s
Budget constrainedGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 18:48no017 s
Budget constrainedPerplexity Sonarsonar2026-11-01 15:01yes104 s
Budget constrainedGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 14:10yes58 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-11-01 08:51yes54 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 08:51yes2526 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 14:46yes52 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 08:38yes950 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-11-01 11:36yes1729 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 12:09yes2378 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 13:15yes522 s
Budget constrainedGPT-6 Lunagpt-6-luna2026-11-01 11:12yes29 s
Budget constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 17:47yes1416 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 12:44no06 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 17:40no07 s
Scale constrainedGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 13:21no018 s
Scale constrainedPerplexity Sonarsonar2026-11-01 16:42yes107 s
Scale constrainedGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 15:20yes514 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-11-01 18:08no08 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 11:45yes1929 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 11:32yes52 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 17:56no029 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-11-01 10:37yes1523 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 18:17no010 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 18:45yes552 s
Scale constrainedGPT-6 Lunagpt-6-luna2026-11-01 17:59yes417 s
Scale constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 10:49no04 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 17:51yes98 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 18:34no05 s
Negative framingGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 08:45no016 s
Negative framingPerplexity Sonarsonar2026-11-01 11:34yes105 s
Negative framingGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 18:31yes1012 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-11-01 09:53yes54 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 10:54yes2227 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 18:19yes52 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 09:31yes530 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-11-01 12:32yes2428 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 13:31yes2256 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 09:32yes520 s
Negative framingGPT-6 Lunagpt-6-luna2026-11-01 17:17yes417 s
Negative framingMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 10:47yes2130 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

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Category-scoped readings
Azure Blob read as Azure Blob Storage
Dell read as Dell Technologies
Dell EMC PowerScale read as Dell PowerScale
Dell EMC PowerStore read as Dell PowerStore
Dell EMC PowerVault ME4 Series read as Dell PowerVault ME5
Dell EMC Unity read as Dell Unity XT
Dell EMC Unity XT read as Dell Unity XT
Dell PowerStore 500T read as Dell PowerStore
Dell PowerVault ME4 read as Dell PowerVault ME5
Dell PowerVault ME4/ME5 Series read as Dell PowerVault ME5
Dell PowerVault ME5 Series read as Dell PowerVault ME5
Dell Unity read as Dell Unity XT
HPE read as HPE Alletra
HPE (Alletra/Nimble) read as HPE Alletra
HPE MSA read as HPE MSA Storage
HPE MSA (Modular Smart Array) read as HPE MSA Storage
HPE MSA 2060 read as HPE MSA Storage
HPE MSA Gen7 read as HPE MSA Storage
HPE Nimble read as HPE Nimble Storage
Hitachi Vantara read as Hitachi Vantara VSP
Infinidat read as Infinidat InfiniBox
Lenovo read as Lenovo ThinkSystem
Microsoft OneDrive for Business read as Microsoft OneDrive
NetApp read as NetApp AFF
NetApp AFF (All-Flash FAS) series read as NetApp AFF
NetApp AFF A-Series read as NetApp AFF
NetApp AFF A-Series (entry) read as NetApp AFF
NetApp AFF C-Series read as NetApp AFF
NetApp AFF C-series read as NetApp AFF
NetApp AFF Series with ONTAP read as NetApp AFF
NetApp ONTAP-based storage read as NetApp ONTAP
Nutanix read as Nutanix Unified Storage
Pure Storage read as Pure Storage FlashArray
Pure Storage (Flare) read as Pure Storage FlashArray
Pure Storage (FlashArray//C) read as Pure Storage FlashArray
Pure Storage FlashArray//X read as Pure Storage FlashArray
Synology read as Synology NAS
Synology (e.g., DS925+, DS1825+) read as Synology NAS
Synology DS425+ read as Synology NAS
Unresolved, counted raw
3PAR StoreServ 7000
Asustor Lockerstor 10 (AS6510T)
Azure File Sync
Azure Files
Azure Stack
BeeGFS
CTERA File Services Platform
Ctera
Datto SIRIS or Autotask Workplace
Dell EMC vSAN ReadyNodes
Dell PowerStore or Unity
Dell PowerVault ME5212
Dell VMAX
Dell entry-level array
Dell entry-level unified storage
Dell hybrid storage
Egnyte Connect
Fujitsu ETERNUS AX1200
Google Coldline
Google Workspace Drive
HPE Alletra MP / 5000
HPE Alletra or Nimble Storage
HPE MSA 2060 Storage
HPE MSA Series
HPE MSA Storage - MSA 1060 / Gen6/Gen7
HPE MSA Storage Series
HPE Nimble HF20/HF40
HPE Nimble Storage dHCI
HPE Storage Tape
Hitachi VSP (Virtual Storage Platform) high-end tiers
IBM FlashSystem 9500 series
IBM Spectrum Scale (GPFS)
IBM Spectrum Virtualize
IBM arrays
IBM enterprise tape libraries
Infinidat's InfiniBox SSA G4
Infortrend
Keystone
Lenovo DE Series
Lenovo DM series
Lenovo ThinkSystem DE Series
Lenovo ThinkSystem DS Series
Lustre
Microsoft Azure File Sync + Azure Storage
Microsoft Storage Spaces Direct
Nasuni
Nasuni File Data Platform
NetApp AFF (All-Flash FAS) or ASA
NetApp AFF A150 or AFF A20
NetApp AFF Series
NetApp Cloud Volumes ONTAP
NetApp E2800 Hybrid-Flash Storage
NetApp FAS Systems
NetApp ONTAP Select
NetApp entry-level ONTAP
Pure Storage FlashArray X/C
QNAP NAS
QNAP QuTS hero
QNAP TS-233
QNAP TS-464
QNAP TS-464 or TS-664
QNAP TS-873A
QNAP TS-h1288X
QNAP TS-h886 / TS-233
QNAP TS-x82
QNAP TS/TVS Series
RS3621RPxs
Rocky Linux
SANsymphony
StarWind Virtualized Storage Appliance (VSA)
Synology DS/RS Series
Synology DS1525+
Synology DS1823xs+
Synology DS225+
Synology DS925+
Synology DiskStation DS1825+
Synology DiskStation DS925+ / DS1823xs+
Synology DiskStation NAS
Synology Enterprise HD/RackStation series
Synology Enterprise RackStation
Synology RackStation NAS
Synology business NAS
Terramaster F2-425
UGREEN NASync
Ubiquiti Enterprise NAS
UniFi UNAS Pro (Ubiquiti)
Unity XT
ZFS
ownCloud
vSAN
vSAN/ROBO
Discontinued, still offered
No shut-down product was recommended here.
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