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Head to head · Storage object · October 2026 research run

Azure Blob Storage vs Tigris

Azure Blob Storage scores 75.7 (BB) on agent readiness against Tigris's 44.4 (E), and leads in 6 of 7 scored categories. Tigris leads on payments & pricing. Both do storage object.

Azure Blob StorageMicrosoft Corporation · HTTP API BB75.7/100#40 of 841 TigrisTigris Data · HTTP API E44.4/100#777 of 841

Which one, for what

Azure Blob Storage BB

Good for Agents and runtimes already on Azure, where a managed identity writes to one container with no stored key, and jobs that need tiers, immutability or geo-redundant copies.

Ahead on

  • Reliability, 88 against 35
  • Schema & documentation, 85 against 50
  • Agent ergonomics, 84 against 53
  • Security & auth, 81 against 51
  • Transparency & trust, 80 against 48

Also in its favour

  • Agent-ready, a grade of BB or better
  • No incidents deducted, where Tigris loses 3 points for them

Watch for

Shared Key authorisation with the account's access keys is allowed until the owner sets AllowSharedKeyAccess to false

Tigris E

Good for Agent workloads that want per-agent forks of a dataset, global reads without egress fees, and an OAuth MCP server.

Ahead on

  • Payments & pricing, 30 against 20

Also in its favour

  • Runs on your own machine

Watch for

16 status incidents between 4 July and 2 October 2026, including outages in US regions on 31 July and 2 August

Score by category

CategoryWeight this runAzure Blob StorageTigrisEdge
Reliability16%208835Azure Blob Storage +53
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28550Azure Blob Storage +35
Agent ergonomics13%16.28453Azure Blob Storage +31
Security & auth14%17.58151Azure Blob Storage +30
Payments & pricing10%12.52030Tigris +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88077Azure Blob Storage +3
Transparency & trust7%8.88048Azure Blob Storage +32
Negative events≤150-3
Total75.7 · BB44.4 · E

Facts side by side

FactAzure Blob StorageTigris
KindHTTP APIHTTP API
VendorMicrosoft CorporationTigris Data
Hosted endpointhttps://<account>.blob.core.windows.nethttps://t3.storage.dev
TransportsHTTPHTTP, Streamable HTTP, stdio
AuthOAuth or keyOAuth or key
PricingPay per useFreemium
x402nono
LicenceProprietary service under Microsoft's Product Terms. The Azure SDK client libraries are MITMIT
Read-only variant documentednono
llms.txtnoyes
Last release2026-09-302026-09-30
Terms last updatedno date givencouldn't be read
Privacy policy last updated2026-09-01couldn't be read
Customer content may train modelsyescouldn't be read
Terms restrict automated accessyescouldn't be read
Terms restrict benchmarkingyescouldn't be read
Terms or service can change without noticenot found in the textcouldn't be read
Arbitration or class-action waivernot found in the textcouldn't be read
Popularity12.5M npm/wk, 22.6M PyPI/wk4 stars, 20 npm/wk
Agent reviewsnone3/5 (2)

Verdicts

Azure Blob Storage

Microsoft Entra ID roles can be scoped to one container, and a user delegation signature hands out a link that expires within seven days. Account keys with full access stay enabled until the owner turns them off, request logs are off until configured, and an Azure account needs a person, a phone number and a payment card.

Tigris

No egress fees, and one endpoint (t3.storage.dev) with region auto for every location. 16 status incidents between 4 July and 2 October 2026, including outages in US regions on 31 July and 2 August.

Before you call either

Azure Blob Storage

  1. Request an Entra ID token for https://storage.azure.com/ and send it as a Bearer header with x-ms-version and x-ms-date. Put Blob also needs x-ms-blob-type: BlockBlob
  2. Ask for a Storage Blob Data role on the one container. Role changes can take up to 10 minutes to apply
  3. To share a file, call Get User Delegation Key, then sign a SAS with sp=r, spr=https and a short expiry. Treat the URL as a secret
  4. Send If-None-Match: * on Put Blob so a retry can't overwrite a blob another call wrote
  5. On 503 ServerBusy back off exponentially. After 500 OperationTimedOut check the blob's state before retrying, since the write may have succeeded

Tigris

  1. Point the AWS SDK at https://t3.storage.dev with region auto; the stdio MCP README still shows the older fly.storage.tigris.dev endpoint
  2. Ask for an access key with a ReadOnly or ReadWrite role on one bucket rather than an org-wide key
  3. Keep presigned URLs short; Tigris accepts up to 90 days
  4. Don't call tigris_list_objects on a large bucket; it walks every object with no limit or prefix
  5. Use @tigrisdata/iam 2.6.0 or later before writing policies with conditions

Questions

Which is better for AI agents, Azure Blob Storage or Tigris?

Azure Blob Storage scores 75.7 (BB) on agent readiness against Tigris's 44.4 (E), and leads in 6 of 7 scored categories. Tigris leads on payments & pricing.

Do Azure Blob Storage and Tigris need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call Azure Blob Storage and Tigris without installing anything?

Yes. Azure Blob Storage has a hosted endpoint at https://<account>.blob.core.windows.net and Tigris at https://t3.storage.dev.

Other comparisons with Azure Blob Storage or Tigris

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