Cloud Storage Briefing — September 7, 2026

Weekly Intelligence September 7, 2026

Cloud Storage Briefing

Pricing trends, capacity signals, and competitive intelligence across AWS S3 & EBS, Azure Blob & Managed Disks, and GCP Cloud Storage.

▶ So What — Three Takeaways This Week
1. Azure Sets an October 13 Deadline for Legacy Blob Storage — and Inaction Now Counts as Consent to Migrate

Microsoft has already stopped letting customers create new legacy blob storage accounts as of this month, and on October 13, 2026 every remaining legacy and GPv1 account gets auto-migrated to GPv2 on Microsoft’s schedule, with its default settings, and Microsoft explicitly frames a customer’s inaction as consent. That hands control of both timing and billing baseline to Microsoft rather than the customer, and Azure’s own guidance warns the result can be a real bill increase. Anyone still running legacy blob storage accounts should inventory and migrate proactively in the next five weeks rather than let the default outcome happen to them.

2. Combined Hyperscaler Capex Guidance Climbs to $720–745B for 2026, With Roughly 75% Now Tied Directly to AI Infrastructure

Amazon is guiding to roughly $200B in 2026 capex versus $125B last year, Google to $175–185B versus $91B, and Microsoft to $110–120B versus $90B — a step-change that is increasingly funded through debt rather than free cash flow as AI spending outruns internal cash generation. For storage buyers, that capital is aimed overwhelmingly at GPUs and AI data infrastructure rather than general-purpose capacity, which is the underlying reason this year’s actual storage announcements (Hyperdisk, Premium Blob, GCSFS) skew so heavily toward AI training and inference rather than traditional enterprise workloads.

3. AWS and Google Take Cross-Cloud Interconnect Live — Multicloud Storage Traffic Gets a Cheaper, Direct Path

Direct VPC-to-VPC peering between AWS and Google Cloud has been generally available since mid-April, letting multicloud workloads move storage and network traffic between the two providers without routing through the public internet or paying full egress rates, with Azure expected to join the interoperability effort later this year. Combined with Google’s newer cross-cloud caching to further cut egress on cross-cloud queries, the direction of travel is toward hyperscalers competing on portability rather than defending it — worth watching for any enterprise whose multicloud storage architecture has been pricing in today’s egress costs as a fixed constraint.

▶ So What — Three More Signals Worth Tracking
1. This Year’s AI-Driven Storage Changes May Be an Indirect Tax — Enterprises Are Reportedly Wasting 70% of Provisioned Storage

None of the AI-workload storage moves from AWS, Azure, and Google in 2026 — Hyperdisk upgrades, forced Unmanaged-to-Managed Disk migrations, new Blob tiering — come with a headline price increase, but analysts argue they create an indirect “AI tax” by pushing customers toward overprovisioning and tier misconfiguration during migration windows. With enterprise storage waste already estimated at roughly 70% of provisioned capacity, any team touching a forced migration or tier change this year should treat it as a cost-review trigger, not just a technical checkbox.

2. Google Adds 6x Object Storage Capacity and a 10x IOPS-per-GB Boost to Distributed Cloud, Extending the AI Capacity Race

Google Distributed Cloud now supports 6PB of object storage per zone — six times the prior ceiling — alongside 30 IOPS/GB per zone, a 10x performance jump, layered on top of Cloud Next’s broader Hyperdisk upgrades aimed at AI training and inference throughput. Coming the same year AWS doubled EBS performance on its newest instances and Azure reworked Blob architecture for exabyte-scale, millions-of-IOPS delivery to GPUs, all three hyperscalers are now visibly building storage roadmaps around AI capacity rather than general-purpose demand.

3. Cloud Storage Market Is on Pace to Nearly Triple by 2031 — a 23%+ CAGR That Keeps Pricing Power With the Hyperscalers

Cloud storage revenue is projected to grow from roughly $179B in 2026 to $514B by 2031, a 23.44% compound annual growth rate, with AWS, Azure, and Google still controlling the large majority of that spend. Sustained demand at that pace is the backdrop against which this year’s pricing moves — Google’s Nearline/Archive repricing, Azure’s per-object billing floors, AWS’s tiered vector-storage economics — should be read: providers have room to keep experimenting with tier and fee structures because underlying demand is not close to plateauing.

AWS Storage

AWS
▶ Tier 2 AWS Doubles EBS Performance on Its Newest EC2 Instances at No Extra Charge — But the Upgrade Path Runs Through Costlier Instances Sep 2026

AWS quietly doubled EBS throughput and IOPS ceilings on its latest-generation EC2 instances this year as part of a broader block-storage push shaped by AI workloads, with no change to per-GB storage pricing. The catch, per independent analysis, is that capturing the gain means moving to newer, more expensive instance families — making this more of an upsell lever dressed as a free upgrade than a straightforward price improvement for existing fleets.

Lucidity Analysis →
▶ Tier 3 AWS and Google Cloud Go Live With Cross-Cloud Interconnect, Cutting Egress Costs on Multicloud Storage Traffic Apr 2026

Direct VPC Network Peering between AWS and Google Cloud has been generally available since April 16, letting multicloud storage and data traffic move between the two providers without the public internet or full egress pricing. Microsoft has said Azure will join the open interoperability effort later this year, which would make direct low-cost interconnects the norm across all three hyperscalers rather than a two-provider exception.

Network World →
▶ Tier 4 EBS gp3 Still Anchors the Block-Storage Price Floor at $0.08/GB With 3,000 Free IOPS, Even as Rivals Chase AI Throughput 2026

While Azure and Google spent 2026 rolling out AI-optimized tiers and architecture rewrites, AWS’s core gp3 economics haven’t moved: still 20% cheaper per GB than gp2, with 3,000 IOPS and 125 MB/s included free. It remains the cheapest general-purpose baseline of the three clouds and the reference point worth checking any new AI-tier pricing against before assuming it’s a better deal.

AWS EBS Pricing →

Azure Storage

AZURE
▶ Tier 1 Legacy Blob Storage Accounts Auto-Migrate to GPv2 After October 13 — Microsoft Says Inaction Counts as Consent Sep 2026

New legacy blob storage account creation is already disabled as of this month, and any legacy or GPv1 account still standing on October 13 gets automatically converted to general-purpose v2 on Microsoft’s terms — including its default tiering and redundancy choices — which Microsoft’s own documentation warns can raise the bill. Databricks-managed DBFS accounts are handled automatically, but every other legacy account needs proactive migration through the Azure Policy or portal path in the next five weeks to keep control of cost and timing.

Microsoft Learn →
▶ Tier 3 Azure Storage Discovery Reaches Public Preview, Giving Enterprises Estate-Wide Visibility Into Blob Data Sprawl 2026

The new fully managed service gives enterprises a single view across their Azure Blob Storage estate — useful for exactly the kind of account inventory the legacy-account retirement above now requires, and a sign Azure is investing in governance tooling alongside raw capacity. Combined with Azure’s continued build-out of per-blob tiering and lifecycle automation, the emphasis this year is as much on managing sprawl as on adding new storage tiers.

Azure Blog →
▶ Tier 4 Premium Blob Storage Now Delivers Up to 3x Faster Retrieval as Microsoft Leans Further Into AI-Optimized Tiers 2026

Microsoft is positioning Premium Blob Storage’s low-latency, high-throughput profile explicitly around AI workloads, pairing it with tools like the LangChain Azure Blob Loader, which the company says runs up to 5x faster than prior community implementations. It’s a continuation of the same theme as Azure’s Foundry integration from prior weeks: Blob is being marketed as AI infrastructure, not a commodity object store competing purely on $/GB.

Azure Blog →

GCP Storage

GCP
▶ Tier 2 Google Unveils Hyperdisk Performance Upgrades at Cloud Next 2026, Aimed Squarely at AI Training and Inference 2026

The new Hyperdisk tier upgrades raise IOPS ceilings and throughput specifically for AI training and inference workloads, extending Google’s block-storage line further into the same AI-capacity race AWS and Azure are running with their own 2026 announcements. Combined with the AI-optimized object storage tiers shown at the same event, Google is making the case that GCP’s storage stack, not just its TPUs, is a first-class part of its AI pitch.

Google Cloud Blog →
▶ Tier 3 Google Distributed Cloud Object Storage Capacity Jumps 6x to 6PB Per Zone, With a 10x IOPS-per-GB Boost 2026

Enhanced storage in Google Distributed Cloud now supports 6PB of object storage per zone — six times the prior limit — and 30 IOPS per GB per zone, a 10x performance increase, extending Google’s AI-capacity buildout into its on-prem and edge distributed offering rather than public cloud alone. For enterprises running GDC for data-residency or latency reasons, this closes much of the capacity gap that used to push AI-heavy workloads back to public GCP.

Google Cloud Next 2026 Wrap-Up →
▶ Tier 4 Google Adds Cross-Cloud Caching to Cut Egress Fees on Queries That Span AWS and Azure Data Apr 2026

Alongside the AWS-Google Cross-Cloud Interconnect going GA, Google introduced caching that stores cross-cloud data locally to reduce egress charges and speed up queries that touch AWS or Azure data — a direct answer to one of the more persistent complaints about multicloud analytics cost. It’s a incremental feature next to the interconnect itself, but a useful sign that the egress-fee side of multicloud economics, not just network path, is now getting product investment.

CIO Dive →

Industry

CROSS-CLOUD
▶ Tier 1 Hyperscaler 2026 Capex Guidance Reaches $720–745B Combined, With About 75% Now Tied Directly to AI Infrastructure 2026

Amazon is guiding to roughly $200B in 2026 capex (versus $125B in 2025), Google to $175–185B (versus $91B), and Microsoft to $110–120B (versus $90B), with the combined four-hyperscaler total climbing to $720–745B after the latest earnings calls. Roughly $450B of that is tied directly to AI infrastructure — servers, GPUs, datacenters — rather than traditional cloud capacity, and hyperscalers are increasingly using debt financing to bridge the gap between AI capex and free cash flow.

TMT Finance →
▶ Tier 3 Analysts Warn 2026’s AI-Driven Storage Changes Amount to an Indirect “AI Tax” Through Overprovisioning 2026

None of AWS’s, Azure’s, or Google’s 2026 block-storage moves — Hyperdisk upgrades, forced Unmanaged-to-Managed Disk migration, new Blob tiering — carry a headline price hike, but the argument is that migration complexity and default-tier mismatches quietly push customers toward overprovisioning. With enterprise storage waste already estimated near 70% of provisioned capacity, the practical advice is to treat any forced 2026 storage migration as a cost-review trigger rather than a routine technical task.

Lucidity Analysis →
▶ Tier 4 Cloud Storage Market on Pace to Nearly Triple by 2031, Growing at a 23.44% CAGR as AI and Multicloud Adoption Compound 2026

The cloud storage market is projected to grow from roughly $179.26B in 2026 to $513.86B by 2031, with AWS holding about 31% share, Azure 25%, and Google 11% of the broader infrastructure market. That growth rate is the backdrop for this year’s tier repricing and fee restructuring across all three providers: demand isn’t close to plateauing, so providers have room to keep experimenting with pricing structure rather than compete purely on headline $/GB.

MarketsandMarkets →
Total Cloud Market
$119B
(+30% YoY)
Q4 2025 quarterly revenue — Synergy Research
AWS
28% share
(-2pp YoY)
$35.6B
(+19% YoY)
Azure
21% share
(flat YoY)
$32.9B
(+33% YoY)
GCP
14% share
(+2pp YoY)
$12.3B
(+48% YoY)
Block Storage — General-Purpose SSD
Metric EBS gp3 Premium SSD v2 pd-balanced
Storage $/GB/mo $0.08020% cheaper than gp2 $0.100/GiBHourly billing $0.100Default disk type
Baseline IOPS 3,000Free — independent of size 3,000Free — independent of size 6/GBScales with disk size (500 GB = 3K)
Baseline Throughput 125 MB/sFree — independent of size 125 MB/sFree — independent of size 0.28 MB/s/GBScales with disk size
IOPS Provisioning Independent$0.005/IOPS/mo · up to 16K IndependentSeparately provisionable · up to 80K Tied to sizeNo independent IOPS control
Max IOPS (family) 256,000io2 Block Express 400,000Ultra Disk 120,000pd-extreme
Snapshots Incremental, S3-backedFast Snapshot Restore available Instant Access (Pv2/Ultra)Instant creation + restore · free until Jul ’26 IncrementalCloud Storage-backed · regional
Block Storage — Head-to-Head
Dimension AWS EBS Azure Managed Disks GCP Persistent Disk
Price Leader gp3 at $0.08/GB Cheapest Pv2 at $0.10/GiB pd-balanced at $0.10/GB
IOPS Flexibility Independent (gp3) Winner Independent (Pv2) Winner Scales with disk size only
Latency io2: sub-ms Ultra: sub-500µs avg Winner pd-ssd: single-digit ms
Snapshots Incremental + Fast Restore Instant Access (Pv2/Ultra) Winner Incremental, Cloud Storage-backed
Shared/Multi-Attach io2 multi-attach (16 instances) Broadest: Ultra/Premium/Standard SSD Winner Multi-writer (up to 2 VMs)
Cold Block $/GB sc1: $0.015/GB Cheapest Std HDD: ~$0.04/GB pd-standard: $0.040/GB
What Does It Actually Cost?
PostgreSQL Database
500 GB · 10,000 IOPS · 250 MB/s
Azure
Premium SSD v2
$56.50Winner
GCP
Hyperdisk Balanced
$79.40
AWS
gp3
$80.00
Analytics / Data Warehouse
2 TB · 3,000 IOPS · 500 MB/s
GCP
Hyperdisk Balanced
$178.24Winner
AWS
gp3
$178.84
Azure
Premium SSD v2
$211.61
AI Training Scratch
1 TB · 64,000 IOPS · 1,000 MB/s
Azure
Premium SSD v2
$163.80Winner
GCP
Hyperdisk Extreme
$793.60
AWS
io2 Block Express
$4,288
General Web App
100 GB · 3,000 IOPS · 125 MB/s
AWS
gp3
$8.00Tied
GCP
Hyperdisk Balanced
$8.00Tied
Azure
Premium SSD v2
$9.60
The IOPS Pricing Gap
The Single Most Impactful Pricing Difference in Cloud Block Storage

Azure Premium SSD v2 charges $0.0005/IOPS/month above its 3K baseline — that’s 130x cheaper than AWS io2 Block Express ($0.065) and 10x cheaper than AWS gp3 and GCP Hyperdisk ($0.005). At 64,000 IOPS, the gap is staggering: Azure Pv2 costs $30.50/mo for IOPS alone, while AWS io2 charges $4,160/mo and GCP Hyperdisk Extreme charges $640/mo. If your workload is IOPS-intensive and you’re not on Azure, you’re leaving significant money on the table.

IOPS Level AWS gp3 AWS io2 BE Azure Pv2 GCP HDB GCP HD-Ext
3,000$0 (free)$195$0 (free)$0 (free)$30
10,000$35$650$3.50$35$100
64,000$305$4,160$30.50$305$640
256,000N/A (80K max)$16,640N/A (80K max)N/A (160K max)$2,560
io2 Block Express vs Ultra Disk vs Hyperdisk Extreme
Amazon Web Services
S3 · EBS · EFS
S3 Files GA (34 Regions) — NFS Semantics Over S3 Buckets Eliminates Custom Data Loaders for AI Frameworks
AI/ML
S3 Intelligent-Tiering 128 KB Floor — Monitor Fee Applies to All Objects, Tiering Benefit Only for Objects ≥128 KB
Cost
DataSync Enhanced Mode Adds Agentless Cross-Cloud Transfers — GCS, Azure Blob, Wasabi, DigitalOcean, Oracle Cloud
Strategic
Microsoft Azure
Blob · Managed Disks · Files
128 KiB Minimum Billing for Cool/Cold/Archive — 32× Multiplier for Small Objects, July 1, 2026 (New Accounts)
Cost
GPv1 Storage Accounts Blocked June 1 — Full Retirement October 13, 2026; Migrate to GPv2 Now
Action Required
Azure Storage Actions GA — Serverless Policy-Based Lifecycle Automation for Blob and ADLS Without Custom Code
Strategic
Google Cloud
Cloud Storage · PD · Filestore
Managed Lustre Hits 10 TB/s — 10× Growth Since 2025, 4–20× Faster Than Competing Hyperscaler Managed Lustre Offerings
Performance
GCS MCP Server + Model Armor — Only Managed Storage MCP Endpoint with Built-In Adversarial Content Scanning
AI/ML
Cloud Storage FUSE + Rapid Cache — GCP’s Cost-Optimized Inference Serving Tier Below Managed Lustre
Cost
Industry Trends & Macro
MCP Is Becoming the Storage-to-Agent Integration Standard — GCS Leads With GA Managed Server; AWS and Azure Have No Native Equivalent
Google Cloud Storage’s GA MCP server (June 3, 2026) establishes the Model Context Protocol as the emerging standard for AI agent-to-object-storage connectivity. GCS’s implementation is IAM-governed, zero-infrastructure-deployment, and already running in production at Palo Alto Networks, Airwallex, and Snap. It is compatible with Anthropic’s Claude and Google’s ADK framework. AWS has no native S3 MCP server. Azure Blob has no equivalent. The storage platform that leads on native MCP gets embedded early in agent deployment patterns that are expensive to unwind. Enterprises evaluating long-term AI infrastructure should treat native MCP storage support as a first-class vendor selection criterion — and monitor whether AWS announces S3 MCP at re:Invent 2026, which is now the most important cloud storage watch item on the calendar.
The Vector Storage Battleground Is Reshaping Database Economics — AWS S3 Vectors’ 90% Cost Claim Puts Specialized Vendors on Defense
AWS S3 Vectors GA introduces a “storage-first” vector search architecture that eliminates the compute layer required by purpose-built vector databases, claiming 90% lower cost for RAG workloads. 250,000+ indexes and 40 billion vectors ingested in four months demonstrates genuine adoption velocity, not just announcement optics. The structural threat to Pinecone, Weaviate, Milvus, and Qdrant: if S3 Vectors delivers acceptable recall quality at storage economics, the marginal value of a dedicated vector DB narrows to workloads requiring advanced filtering, hybrid search, or recall precision above what S3’s ANN implementation provides. Enterprises currently paying specialized vector database pricing should benchmark S3 Vectors against their actual query patterns and precision requirements before the next renewal — the cost differential is large enough to justify the evaluation time.
Hyperscaler Cold Storage Economics Are Diverging — GCP’s Archive Cut and Azure’s 128 KiB Floor Point in Opposite Directions
GCP cut Archive multi-region 40% to $0.0024/GB while raising Nearline multi-region 50% to $0.015 — a deliberate bifurcation that rewards correct tier selection and penalizes treating Nearline as a default cold landing zone. Azure’s 128 KiB minimum billable object size (July 1 for new accounts, July 2027 for all accounts) creates a hidden 32× billing multiplier on small-object workloads pushed into cool/cold/archive by Smart Tier. AWS Glacier and Archive Instant pricing remain unchanged, making AWS the stable reference for cold archival economics. For enterprise storage architects: GCS Archive is now the most competitive large-object archival option in multi-region configurations; Azure cold tiers require object-size governance as a prerequisite to cost control; AWS remains the low-risk default for standard archival patterns with predictable pricing.