Data as of Sep 21, 2026 · Based on 343 AI responses from ChatGPT Search and Google AI Mode · See how Parse measures this
For enterprise-grade, petabyte-scale storage, the best fit depends on your technical priority. 
Brands AI recommends here
Named in 68% of answers
This is the best choice for organizations requiring deep S3 API compatibility to enable seamless hybrid cloud operation and management of massive data pools across distributed sites.
Named in 57% of answers
Named in 57% of answers
This is the best fit for performance-oriented teams operating in Kubernetes environments. It is specifically designed for rapid data access and modern workloads like AI and machine learning.
Named in 55% of answers
Source | Citation share |
|---|---|
Best Object Storage Solutions: Top 5 Products to Know in 2026https://cloudian.com/guides/object-storage/best-object-storage-solutions-top-5-products-to-know-in-2025/ | 5% |
 Best File and Object Storage Platforms Reviews 2026https://www.gartner.com/reviews/market/file-and-object-storage-platforms | 4% |
 Best on-premises storage solutions: Top 5 to know in 2026 | NetApphttps://www.netapp.com/learn/best-on-premise-storage-solutions-top-5-2026/ | 3% |
Best Object Storage Platforms: Top 5 Solutions in 2025https://cloudian.com/guides/object-storage/best-object-storage-platforms-top-5-solutions-in-2025/ | 3% |
Best Object Storage Solutions for Enterprises: Top 5 in 2026https://cloudian.com/guides/object-storage/best-object-storage-solutions-for-enterprises-top-5-in-2026/ | 2% |
Best On-Premises Object Storage: Top 5 in 2026https://cloudian.com/guides/data-security/best-on-premises-object-storage-top-5-in-2026/ | 2% |
Learn the best on-premise storage for enterprise | NetApphttps://www.netapp.com/learn/on-premise-storage-for-enterprise/ | 2% |
Best Object Storage Tools: Top 5 On-Premise Solutions in 2025https://cloudian.com/guides/object-storage/best-object-storage-tools-top-5-on-premise-solutions-in-2025/ | 2% |
 The 12 Best Object Storage Solutions & Distributed File ...https://solutionsreview.com/data-storage/the-best-object-storage-solutions/ | 2% |
The 14 Best Block and File Storage Solutions for 2026https://solutionsreview.com/data-storage/the-best-block-and-file-storage-solutions/ | 2% |
For a **petabyte-scale enterprise object storage deployment**, the “best” solution depends heavily on your workload (AI/data lake vs. archive vs. backup vs. compliance), but the leading on-premises platforms usually come down to a shortlist of mature S3-compatible systems: | Solution | Best fit | Strengths |…
For a petabyte-scale enterprise object storage deployment, the “best” solution depends heavily on your workload (AI/data lake vs. archive vs. backup vs. compliance), but the leading on-premises platforms usually come down to a shortlist of mature S3-compatible systems:
| Solution | Best fit | Strengths | Considerations |
|---|---|---|---|
| Dell Technologies ObjectScale (formerly ECS) | Large enterprises needing turnkey scale | Exabyte-scale architecture, S3 compatibility, global namespace, appliance and software-defined options | Typically higher enterprise cost; best with Dell ecosystem |
| NetApp StorageGRID | Enterprise archive, backup, AI data lakes, multi-site object storage | Mature object platform, strong lifecycle management, geographic distribution, S3 support | Less ideal if you need ultra-low-latency AI scratch storage |
| IBM Storage Ceph | Organizations wanting software-defined storage and flexibility | Open architecture, S3 object + file + block, runs on commodity hardware, strong scale-out model | Requires more operational expertise than appliance solutions |
| IBM Cloud Object Storage Systems | Very large object repositories, archive, regulated environments | Designed for PB-to-EB scale, erasure coding, high durability, S3-compatible | More specialized object-storage deployment model |
| Cloudian HyperStore | S3-compatible private cloud/object storage | Strong S3 focus, multi-tenancy, immutable storage use cases | Smaller ecosystem than Dell/NetApp/IBM |
1. If this is replacing a full on-prem storage estate and you want vendor-backed operations
2. If this is for AI/ML, analytics, or a data lake
3. If this is mainly backup/archive/compliance
Capacity
Performance
Data protection
Access
Operations
For a typical enterprise with multiple petabytes of unstructured data and no desire to build a storage engineering team, I would start a proof-of-concept with:
The right choice is usually determined less by maximum capacity (all of these can reach PB/EB scale) and more by throughput, operational model, ecosystem fit, and data governance requirements.
If you share your current capacity (e.g., 2 PB), growth rate, workload (backup/archive/AI), existing vendor stack (Dell/NetApp/VMware/Kubernetes), and required performance, I can narrow this to a few architectures and a likely winner.
When your on-premise storage hits a petabyte-scale wall, regular NAS or SAN setups fall apart on cost, management overhead, and linear scalability. At this tier, you need **enterprise-grade, S3-compatible object storage** that offers bulletproof data durability, hardware independence (or tightly integrated turnkey…
When your on-premise storage hits a petabyte-scale wall, regular NAS or SAN setups fall apart on cost, management overhead, and linear scalability. At this tier, you need enterprise-grade, S3-compatible object storage that offers bulletproof data durability, hardware independence (or tightly integrated turnkey appliances), and predictable scaling.
The industry leaders for on-premise, petabyte-to-exabyte scale object storage break down into distinct categories based on your organization's priorities:
To help narrow down the ideal fit, tell me:
When on-premise storage hits a petabyte-scale wall, there isn't a single "one-size-fits-sits-all" winner, but rather a few elite, enterprise-grade contenders. The "best" choice depends heavily on your hardware philosophy, application ecosystem (like heavy AI/ML vs. deep archive), and whether you prefer…
When on-premise storage hits a petabyte-scale wall, there isn't a single "one-size-fits-sits-all" winner, but rather a few elite, enterprise-grade contenders. The "best" choice depends heavily on your hardware philosophy, application ecosystem (like heavy AI/ML vs. deep archive), and whether you prefer software-defined flexibility or turnkey hardware appliances.
The top enterprise-grade, petabyte-scale on-premise object storage solutions break down as follows:
To help narrow down the absolute best fit for your shop, tell me:
For an **on-premises enterprise environment that has hit capacity and needs petabyte-scale object storage**, there is no single universal “best” choice. The right platform depends heavily on whether you prioritize **backup/archive economics, AI/data lake performance, multi-site resilience, Kubernetes/cloud-native…
For an on-premises enterprise environment that has hit capacity and needs petabyte-scale object storage, there is no single universal “best” choice. The right platform depends heavily on whether you prioritize backup/archive economics, AI/data lake performance, multi-site resilience, Kubernetes/cloud-native workloads, or operational simplicity.
The leading enterprise-grade options I would shortlist are:
| Platform | Best fit | Strengths | Watch-outs |
|---|---|---|---|
| Dell Technologies ObjectScale (formerly ECS) | Large enterprises already in Dell ecosystems | Mature S3-compatible object storage, appliance/software-defined options, strong enterprise support, scales from PB toward EB environments | Higher vendor lock-in; appliance economics should be compared carefully |
| Scality RING | Very large archives, private cloud, backup, AI data repositories | Software-defined, designed for multi-PB deployments, S3 + file support, flexible hardware choices | Requires careful architecture planning and operational expertise |
| NetApp StorageGRID | Enterprise object storage with governance/compliance needs | Strong metadata policies, lifecycle management, multi-site capabilities | Less ideal if you want a highly commodity-hardware approach |
| IBM Storage Ceph | Organizations wanting software-defined infrastructure | S3-compatible object plus file/block, runs on standard x86 infrastructure, highly scalable | Requires stronger internal storage engineering skills |
| Cloudian HyperStore | S3-first enterprise object storage | Strong S3 compatibility, multi-tenancy, backup/archive focus | Less broad than unified storage platforms |
| MinIO AIStor / MinIO Enterprise | AI pipelines, Kubernetes, cloud-native apps | Very high S3 performance, simple object model | Operational model differs from traditional enterprise storage |
Look at:
These are designed for long-lived enterprise data estates, including archives, backup targets, and unstructured data growth.
Look at:
Key requirements:
IBM Dell### 3. “This is mostly backup, archive, ransomware protection, and compliance”
Look at:
Important features:
Scality Solved## Enterprise evaluation checklist
Before selecting a platform, I would size these:
Capacity
Current usable PB
3–5 year growth rate
Drive technology (HDD, SSD, NVMe)
Data reduction expectations (usually limited for object data)
Performance
Objects/sec (small files can matter more than raw throughput)
Sequential throughput
Concurrent clients
AI training/inference requirements
Data protection
Erasure coding vs replication
Cross-site replication
Object Lock
Ransomware recovery model
Operations
Can you add capacity without downtime?
Can you mix hardware generations?
How much storage expertise does your team have?
API compatibility
AWS S3 API compatibility
IAM integration
Kubernetes CSI support
Backup software certification
For many large enterprises moving off saturated on-prem storage:
If you share:
I can narrow this to a 2–3 vendor architecture recommendation.
When your on-premise storage hits a petabyte-scale wall, there isn't a single "one-size-fits-all" answer, but rather a few elite, battle-tested enterprise options depending on whether you prefer software-defined flexibility, turnkey hardware integration, or cloud-like economics on-prem. The top enterprise-grade,…
When your on-premise storage hits a petabyte-scale wall, there isn't a single "one-size-fits-all" answer, but rather a few elite, battle-tested enterprise options depending on whether you prefer software-defined flexibility, turnkey hardware integration, or cloud-like economics on-prem.
The top enterprise-grade, petabyte-scale object storage solutions break down across these leading platforms:
To help narrow down which solution fits your data center best, tell me:
If your requirement is **enterprise-grade, on-premises, petabyte-scale object storage**, my default recommendation today would be **NetApp StorageGRID**, with **Dell ObjectScale** and **MinIO Enterprise** as the other two products I would put on the shortlist. ### My ranking | Solution | Best fit | Why
If your requirement is enterprise-grade, on-premises, petabyte-scale object storage, my default recommendation today would be NetApp StorageGRID, with Dell ObjectScale and MinIO Enterprise as the other two products I would put on the shortlist.
| Solution | Best fit | Why --- | --- | --- | --- 1 | NetApp StorageGRID | General enterprise object storage | Mature, geographically distributed architecture, S3-native, strong lifecycle/retention capabilities, and designed to scale from TBs to exabytes 2 | Dell ObjectScale | Very large deployments / Dell shops | Exabyte-scale architecture, excellent hardware integration, strong performance and density 3 | MinIO Enterprise | AI/ML, Kubernetes, software-defined infrastructure | Extremely high S3 performance, flexible commodity-server deployment, explicitly designed for PB+ workloads
Why I'd choose StorageGRID: it is purpose-built for exactly the problem you're describing rather than being a NAS/SAN system stretched into object storage. It supports S3 natively, distributed deployments, erasure coding and replication, policy-driven lifecycle management, Object Lock/WORM, and can be expanded without disrupting applications. NetApp currently describes StorageGRID as scaling from terabytes to exabytes.
Dell ObjectScale becomes particularly compelling if you're already a Dell infrastructure customer. Dell positions it for exabyte-scale deployments, and current ObjectScale systems can provide up to 9 PB of raw HDD capacity per rack on the X560 configuration.
MinIO Enterprise is the one I'd investigate first if this is primarily an AI/data-lake/Kubernetes environment and you have a strong infrastructure engineering team. Its distributed architecture is explicitly designed for petabyte-plus capacity and performance, with S3 compatibility and erasure coding.
Don't size this as simply "we need another 1 PB." If you're already hitting capacity, I'd design the new platform around:
For example, if you currently have 1 PB of data and are growing 200 TB/year, I'd be thinking about a platform with substantially more than 1.5 PB of usable capacity rather than buying another small storage shelf.
If you tell me roughly how much data you have now (e.g. 500 TB, 2 PB, 10 PB), annual growth, workload (backup/archive vs. AI/data lake/media), and whether you need on-prem only or hybrid cloud, I can narrow this to a specific architecture and compare StorageGRID vs. ObjectScale vs. MinIO on capacity, performance, resiliency, and likely TCO.
Dell ObjectScale becomes particularly compelling if you're already a Dell infrastructure customer. Dell positions it for exabyte-scale deployments, and current ObjectScale systems can provide up to 9 PB of raw HDD capacity per rack on the X560 configuration.
For a **petabyte-scale, enterprise-grade on-premises object storage replacement**, the “best” solution depends heavily on your workload (archive vs AI vs analytics vs backup), but the leading candidates are fairly well established. A practical shortlist: Platform | Best fit | Strengths | Watch-outs
For a petabyte-scale, enterprise-grade on-premises object storage replacement, the “best” solution depends heavily on your workload (archive vs AI vs analytics vs backup), but the leading candidates are fairly well established.
A practical shortlist:
| Platform | Best fit | Strengths | Watch-outs |
|---|---|---|---|
| Dell Technologies Dell ECS / ObjectScale | Large enterprises wanting turnkey infrastructure | Very mature S3 object storage, global namespace, strong enterprise support, scale from PB to exabyte-class deployments | Usually higher acquisition cost; strongest when aligned with Dell ecosystem |
| NetApp NetApp StorageGRID | Archive, backup, compliance, geographically distributed data | Excellent lifecycle management, multi-site deployments, S3 compatibility, strong durability/compliance features | Less optimized for some ultra-high-performance AI workloads |
| MinIO | AI/ML, Kubernetes, cloud-native apps | Extremely high S3 performance, software-defined, runs on commodity hardware | Requires more internal operational expertise; enterprise support model differs |
| Scality Scality RING | Massive unstructured data repositories | Proven at very large scale, strong multi-site architecture | Less common in general enterprise environments |
| Cloudian Cloudian HyperStore | S3-compatible private cloud and backup repositories | Strong S3 compatibility, immutability, multi-tenancy | Smaller ecosystem than Dell/NetApp |
Dell NetApp Solved## My recommendation by scenario
I would start with Dell ECS/ObjectScale or NetApp StorageGRID.
Choose Dell ECS/ObjectScale if you need:
High-throughput object workloads
AI data lakes
Large active datasets
A vendor-integrated appliance approach Dell positions ECS/ObjectScale for S3-compatible enterprise workloads with exabyte-scale architecture and AI/analytics use cases.
Choose NetApp StorageGRID if you need:
Long-term retention
Backup/archive
Regulatory controls
Multiple sites with lifecycle policies StorageGRID is designed around globally distributed object storage, S3 compatibility, lifecycle management, and large-scale unstructured data.
Shortlist:
AI workloads often care more about:
A traditional archive-focused object store may be excellent for retention but not ideal for feeding thousands of GPUs.
Look hardest at:
Important features:
For a new PB-scale deployment:
If you can answer these, the recommendation can narrow considerably:
When your on-premise storage hits a wall at petabyte scale, the "best" solution depends on whether you want to remain **strictly on-premise**, move to a **hybrid model** , or deploy a **software-defined** layer on your own commodity hardware.[](https://www.solved.scality.com/petabyte-storage-solutions/)…
When your on-premise storage hits a wall at petabyte scale, the "best" solution depends on whether you want to remain strictly on-premise, move to a hybrid model , or deploy a software-defined layer on your own commodity hardware.
The top-tier enterprise-grade, petabyte-scale object storage solutions are categorized below by their primary strengths:
To help narrow down the ideal architecture for your environment, let me know:
When on-premises storage hits a petabyte-scale wall, traditional NAS/SAN architectures quickly become cost-prohibitive and difficult to manage. For an enterprise-grade, petabyte-scale on-premise object storage solution, the "best" choice depends heavily on your performance needs, hardware strategy, and software…
When on-premises storage hits a petabyte-scale wall, traditional NAS/SAN architectures quickly become cost-prohibitive and difficult to manage. For an enterprise-grade, petabyte-scale on-premise object storage solution, the "best" choice depends heavily on your performance needs, hardware strategy, and software ecosystem.
The top enterprise solutions break down into distinct categories based on your operational priorities:
If you want to narrow this down, tell me:
I can give you a tailored recommendation and architectural comparison.
If your **on-prem storage is hitting capacity and you need enterprise-grade, petabyte-scale object storage**, I’d strongly favor a **scale-out S3-compatible platform** rather than adding another traditional SAN/NAS. ### My shortlist Solution | Best fit | Scale | Key advantage
If your on-prem storage is hitting capacity and you need enterprise-grade, petabyte-scale object storage, I’d strongly favor a scale-out S3-compatible platform rather than adding another traditional SAN/NAS.
| Solution | Best fit | Scale | Key advantage |
|---|---|---|---|
| Scality RING | Large enterprise / multi-PB+ | PB → exabyte | Excellent scale-out architecture and multi-site capabilities |
| Dell ObjectScale | Enterprise already standardized on Dell | PB → exabyte | Integrated hardware/software stack and strong enterprise support |
| NetApp StorageGRID | Enterprises with NetApp ecosystem | PB → very large | Mature object lifecycle and data-management features |
| Cloudian HyperStore | S3-centric private cloud | PB → exabyte | Strong S3 compatibility and multi-tenancy |
| MinIO AIStor | AI/analytics-heavy environments | PB → exabyte | Very high-performance, software-defined S3 |
For a new petabyte-scale on-prem object-storage platform, I'd put Scality RING at the top of the evaluation list.
Scality explicitly targets multi-petabyte to exabyte environments, with a unified S3 namespace, multi-site deployment, erasure coding/self-healing, Object Lock, and independent scaling of capacity, performance, tenants and geography.
That's particularly attractive if your problem is not merely "we need another 500 TB" but rather:
Scality says RING has supported exabyte-scale deployments and is designed around independent scaling of capacity, performance, namespace and geography.
If your organization is already heavily invested in Dell infrastructure, I'd seriously evaluate Dell Technologies ObjectScale alongside RING.
Dell positions ObjectScale as exabyte-scale object storage, and its current platforms can deliver very high-density configurations—for example, Dell cites up to 9 PB of raw HDD capacity per rack for the ObjectScale X560 configuration.
The Dell option becomes particularly compelling when hardware procurement, support, and integration with your existing Dell estate matter more than having a hardware-independent storage layer.
Don't evaluate these purely on usable PB. At this scale, I'd make the RFP focus on:
Bottom line: If you give me your approximate current capacity (e.g. 1 PB, 5 PB, 20 PB), annual growth rate, workload (backup/archive vs. AI/analytics vs. general S3), number of sites, and whether you want all-flash or HDD, I can narrow this to a 2–3 vendor architecture recommendation with estimated node/rack sizing and a 5-year TCO comparison.
Dell positions ObjectScale as exabyte-scale object storage, and its current platforms can deliver very high-density configurations—for example, Dell cites up to 9 PB of raw HDD capacity per rack for the ObjectScale X560 configuration.
