Benchmark Tigris Data vs AWS S3: Storage pricing, global multi-region replication, zero-egress economics, and S3-compatible API migration.
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import boto3
import os
# Connect to Tigris using standard AWS S3 SDK (Drop-in Replacement)
s3 = boto3.client(
"s3",
endpoint_url="https://fly.storage.tigris.dev",
aws_access_key_id=os.environ.get("TIGRIS_STORAGE_ACCESS_KEY_ID"),
aws_secret_access_key=os.environ.get("TIGRIS_STORAGE_SECRET_ACCESS_KEY")
)
# Upload object with zero egress download guarantees
s3.upload_file("model_weights.safetensors", "ai-models", "v1/weights.safetensors")
print("Uploaded to Tigris global distributed edge storage.")import boto3
import os
# Standard AWS S3 Client (Subject to $0.09/GB internet egress fees)
s3 = boto3.client(
"s3",
region_name="us-east-1",
aws_access_key_id=os.environ.get("AWS_ACCESS_KEY_ID"),
aws_secret_access_key=os.environ.get("AWS_SECRET_ACCESS_KEY")
)
s3.upload_file("model_weights.safetensors", "company-ai-us-east-1", "v1/weights.safetensors")
print("Uploaded to AWS S3 us-east-1 standard bucket.")For more than fifteen years, AWS S3 has been the foundational storage primitives of the internet. However, AWS's business model relies heavily on bandwidth rents: while storing 1 Terabyte of data in S3 Standard costs approximately $23.00/month, downloading that same 1 Terabyte out to the public internet incurs an astronomical $90.00 in egress fees ($0.09/GB). In machine learning deployments where multi-gigabyte model weights (e.g., Llama 3 8B, Whisper checkpoints) are distributed across edge clusters or downloaded by mobile clients, egress fees routinely exceed storage costs by 400% to 1,000%.
Tigris Data reimagines object storage as a globally distributed, S3-compatible service built directly on top of modern NVMe edge infrastructure. Tigris charges a flat $0.02/GB for stored data with zero egress bandwidth fees. Furthermore, Tigris automatically replicates and caches hot objects close to requesting users without requiring complex AWS CloudFront CDN configurations or Route 53 latency routing policies.
| Cost Component | Volume | Tigris Data | AWS S3 Standard | Annualized Net Savings |
|---|---|---|---|---|
| Storage Capacity | 10 TB ($0.02 vs $0.023/GB) | $200.00 / mo | $235.52 / mo | $426.24 / yr |
| Public Egress Bandwidth | 50 TB ($0.00 vs $0.09/GB) | $0.00 / mo | $4,500.00 / mo | $54,000.00 / yr |
| Cross-Region Replication | Global edge caching | Included | $200.00 / mo | $2,400.00 / yr |
| Total Monthly Spend | Combined workload | $200.00 / mo | $4,935.52 / mo | $56,826.24 / yr (96% Savings) |
Object storage architectures have evolved beyond traditional regional buckets. Amazon S3 is the industry benchmark for cloud object storage: offering 99.999999999% (11 9s) durability, fine-grained IAM policies, lifecycle transitions, and Glacier cold archives, but confines data to single AWS regions and imposes steep $0.09/GB egress bandwidth fees on public downloads. Tigris Data is a globally distributed, S3-compatible object storage platform built on FoundationDB: automatically caching and replicating objects across a global Anycast network close to users, delivering sub-20ms Time-to-First-Byte (TTFB) and charging $0.00 for data egress.
| Storage Metric | Tigris Object Storage | Amazon S3 (Standard) | Architectural Advantage |
|---|---|---|---|
| Data Egress Fee | $0.00 / GB (Completely Free Egress) | $0.09 / GB (Internet egress) | Tigris eliminates bandwidth bills entirely |
| Storage Price per GB-Month | $0.025 / GB-month | $0.023 / GB-month | Virtually identical base storage pricing |
| Global Replication & Distribution | Native Anycast automatic replication | Single region (Cross-Region Replication $$$) | Tigris distributes data close to users automatically |
| Time-to-First-Byte (TTFB) | 15 - 35 ms (Edge cached worldwide) | 80 - 250 ms (WAN transit to central region) | Tigris serves assets 5x faster globally |
| API Compatibility | Standard S3 API (AWS SDK compatible) | Standard S3 API (Native) | Drop-in replacement for existing AWS S3 SDKs |
Use standard AWS S3 SDK clients to upload and download assets from Tigris with zero code changes:
import { S3Client, PutObjectCommand } from "@aws-sdk/client-s3";
// Point standard AWS S3 client to Tigris global Anycast endpoint
const s3 = new S3Client({
region: "auto",
endpoint: "https://fly.storage.tigris.dev",
credentials: {
accessKeyId: process.env.TIGRIS_ACCESS_KEY_ID!,
secretAccessKey: process.env.TIGRIS_SECRET_ACCESS_KEY!
}
});
export async function uploadPublicAsset(key: string, body: Buffer, contentType: string) {
return await s3.send(new PutObjectCommand({
Bucket: "production-assets",
Key: key,
Body: body,
ContentType: contentType
}));
}Choose Tigris when hosting public media, AI model weights, software binaries, or web application assets where user downloads incur massive AWS S3 egress bills: Tigris provides 100% free egress bandwidth and global edge caching without requiring a separate CloudFront CDN. Choose Amazon S3 when enterprise compliance (FedRAMP, HIPAA), deeply configured lifecycle transition rules to Glacier deep archive, or tight IAM access control within existing AWS VPCs is required.