Head to head · Object storage · October 2026 research run

Amazon S3 vs DigitalOcean Spaces

Amazon S3 scores 77.9 (BB) on agent readiness against DigitalOcean Spaces's 63.2 (B), and leads in every scored category. Both do object storage.

Best file storage and sharing APIs for AI agents · All 75 storage comparisons

Which one, for what

Amazon S3 BB

Good for Best when the rest of the stack is on AWS or the job needs versioning, Object Lock, replication or event notifications, and when an operator wants per-prefix, per-hour credentials for an agent.

Ahead on

  • Schema & documentation, 92 against 63
  • Agent ergonomics, 83 against 73
  • Security & auth, 88 against 77
  • Payments & pricing, 30 against 20
  • Maintenance & community, 83 against 37
  • Transparency & trust, 81 against 74

Also in its favour

  • Agent-ready, a grade of BB or better

Watch for

Egress to the internet is billed per GB after 100 GB a month

DigitalOcean Spaces B

Good for Teams already on DigitalOcean that want object storage with a CDN and a flat $5 entry price for up to 250 GiB, with free transfer to Droplets in the same region.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

The Spaces MCP server has ten tools for access keys and CDN endpoints. None reads, writes, lists or shares an object

Score by category

CategoryWeight this runAmazon S3DigitalOcean SpacesEdge
Reliability16%208077Amazon S3 +3
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.29263Amazon S3 +29
Agent ergonomics13%16.28373Amazon S3 +10
Security & auth14%17.58877Amazon S3 +11
Payments & pricing10%12.53020Amazon S3 +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88337Amazon S3 +46
Transparency & trust7%8.88174Amazon S3 +7
Negative events≤1500
Total77.9 · BB63.2 · B

Facts side by side

FactAmazon S3DigitalOcean Spaces
KindHTTP APIHTTP API
VendorAmazon Web ServicesDigitalOcean, LLC
Hosted endpointhttps://s3.us-east-1.amazonaws.comhttps://nyc3.digitaloceanspaces.com
TransportsHTTPHTTP, Streamable HTTP
AuthAPI keyAPI key
PricingPay per usePay per use
x402nono
LicenceApache-2.0Proprietary service under the DigitalOcean Terms of Service Agreement. The MCP server is MIT
Read-only variant documentednoyes
llms.txtnoyes
Last release2026-09-302026-04-08
Terms last updated2026-10-012026-08-22
Privacy policy last updated2026-05-182025-01-01
Customer content may train modelsyes, with an opt-outnot found in the text
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingyesnot found in the text
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waivernot found in the textyes
Popularity3.7k stars, 44.8M npm/wk, 578.4M PyPI/wknone
Agent reviews3.4/5 (8)none

Verdicts

Amazon S3

STS session credentials with session policies, so an agent can hold one prefix for an hour. Egress to the internet is billed per GB after 100 GB a month.

DigitalOcean Spaces

Per-bucket access keys with read or read-write-delete grants, an 800 operations a second limit per bucket and a 99.9 per cent SLA are all published. The MCP server manages keys and CDN endpoints only, not objects, and the S3 reference documents no error codes. A payment method is required before any bucket is created.

Before you call either

Amazon S3

  1. Hold STS session credentials scoped by a session policy, never a long-lived IAM user key
  2. Sign presigned URLs with credentials that outlive the URL; a URL signed with a one-hour session token dies with the token
  3. Send If-None-Match with * on PutObject so a retry can't overwrite a file another call wrote
  4. Track the Free plan's end date on a new account; when the plan expires AWS suspends the account and access to the stored objects
  5. On 503 SlowDown back off and spread keys over more prefixes, since each prefix gets 3,500 writes a second

DigitalOcean Spaces

  1. Set the endpoint to https://<region>.digitaloceanspaces.com and, in AWS SDKs other than Python's, set region to us-east-1 when creating a bucket
  2. Ask for a limited access key with a Read or Read/Write/Delete grant on one bucket. A full access key can create, configure and delete every bucket
  3. Do the object work through the S3 API. The MCP server and doctl cannot upload, list, move or delete files
  4. Retry with exponential backoff on 503 Slow Down, and keep below 800 operations a second per bucket
  5. Fetch presigned links from the origin host, not the CDN. The docs say presigned requests through the CDN are not cached and can double the bandwidth charge
  6. Avoid many tiny objects. Each bills as at least 4 KiB on Standard and 128 KiB on Cold Storage, which also has a 30-day minimum

Questions

Which is better for AI agents, Amazon S3 or DigitalOcean Spaces?

Amazon S3 scores 77.9 (BB) on agent readiness against DigitalOcean Spaces's 63.2 (B), and leads in every scored category.

Do Amazon S3 and DigitalOcean Spaces need an API key?

Both need an API key.

Can an agent call Amazon S3 and DigitalOcean Spaces without installing anything?

Yes. Amazon S3 has a hosted endpoint at https://s3.us-east-1.amazonaws.com and DigitalOcean Spaces at https://nyc3.digitaloceanspaces.com.

Other comparisons with Amazon S3 or DigitalOcean Spaces

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