Input / Prompt
$0.60/ 1M tokens
$0.0006 per 1K tokens
Output / Completion
$6.00/ 1M tokens
$0.0060 per 1K tokens
Prompt Cache Read
$0.15/ 1M tokens
Save 75% vs prompt
Batch Inference
$0.30/ 1M in
Save 50% via Batch API
Price Ratio
1 : 10.0
Prompt to completion factor
Regional Reach
4AWS Regions

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Palmyra X5 Spend Estimator

Model inference spend by prompt volume, cache hit rate, and batch processing.

Workload Presets:
M tokens
M tokens
30%
Estimated Monthly Spend
$0.00
Fresh Prompts:$0.00
Cached Prompts:$0.00
Completions:$0.00
Active: Input: $0.60/1M · Output: $6.00/1M

Key Cost Levers & Architecture

Practical mechanisms to reduce inference costs with Palmyra X5 on AWS
Prompt CachingSave ~75%

Caches repetitive system instructions, schemas, and document prefixes in memory with 5-minute and extended 1-hour TTL tiers.

  • Read Rate: $0.15 / 1M tokens
  • Write Rate (5m TTL): $0.75 / 1M tokens
  • Ideal for: Multi-turn conversations, RAG document queries, structured schemas
Batch InferenceSave 50%

Asynchronous bulk processing submitted via Amazon S3 with a standard 24-hour turnaround SLA.

  • Batch Input: $0.30 / 1M tokens
  • Batch Output: $3.00 / 1M tokens
  • Ideal for: Offline classification, synthetic data generation, benchmark evals
Cross-Region & Tiers4 Regions

AWS Bedrock supports standard on-demand inference, priority reserved throughput, and cross-region routing.

  • Standard: Lowest latency, pay-per-token with zero commitments
  • Cross-Region Routing: Automatically burst traffic to available regional capacity
  • GovCloud: Dedicated isolated compliance partitions with +20% uplift

Regional Pricing Matrix

Live rates across all 4 available AWS cloud regions
Baseline: $0.60/1M in4 Global Regions
Showing 2 benchmark regions
AWS RegionPrompt Input $/1MCompletion Output $/1MCache Read $/1MBatch Input $/1MPricing Tier
us-east-1
US East (N. Virginia)
$0.60$6.00——Baseline
us-west-2
US West (Oregon)
$0.60$6.00——Baseline
us-east-2
US East (Ohio)
$0.60$6.00——Baseline
us-west-1
US West (N. California)
$0.60$6.00——Baseline

Developer Quickstart

Invoke Palmyra X5 via Amazon Bedrock Converse API
Python (boto3) · Amazon Bedrock Runtime
import boto3

# Amazon Bedrock Converse API invocation
client = boto3.client("bedrock-runtime", region_name="us-east-1")

response = client.converse(
    modelId="writer.palmyra-x5-v1:0",
    messages=[
        {
            "role": "user",
            "content": [{"text": "Summarize key features and cost levers of Palmyra X5."}]
        }
    ],
    inferenceConfig={
        "maxTokens": 1024,
        "temperature": 0.7
    }
)

output_text = response["output"]["message"]["content"][0]["text"]
usage = response["usage"]
print(f"Response: {output_text}")
print(f"Usage: {usage['inputTokens']} in, {usage['outputTokens']} out")

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