Claude 3.5 Sonnet v2 (Bedrock) vs Llama 3.1 405B (Together AI): API Cost Comparison
Compare the API pricing, context windows, features, and real-world cost projections for Claude 3.5 Sonnet v2 (Bedrock) (AWS Bedrock) and Llama 3.1 405B (Together AI) (Together AI). Use the interactive calculator below to compute your exact monthly cost based on your token usage and request volume.
Prices verified Mar 11, 2026
Interactive Cost Calculator
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Showing costs for 2 models. Cheapest: Llama 3.1 405B (Together AI) at $52.50/month.
| Alert | |||||||
|---|---|---|---|---|---|---|---|
BestLlama 3.1 405B (Together AI) | Together AI | $52.50 | $0.005250 | $35.00 | $17.50 | 50.0% | Alerts coming soon |
Claude 3.5 Sonnet v2 (Bedrock) | AWS Bedrock | $105.00 | $0.010500 | $30.00 | $75.00 | — | Alerts coming soon |
Monthly Cost Comparison
Price Comparison at a Glance
All prices are in USD per 1 million tokens ($/M tokens). Lower is cheaper.
| Pricing Type | Claude 3.5 Sonnet v2 (Bedrock) | Llama 3.1 405B (Together AI) | Cheaper |
|---|---|---|---|
| Input (standard) | $3.00/M | $3.50/M | Claude 3.5 Sonnet v2 (Bedrock) |
| Output | $15.00/M | $3.50/M | Llama 3.1 405B (Together AI) |
Prices last verified: 2026-03-06 – 2026-03-11
Cost Breakdown by Usage Volume
Estimated monthly costs at different request volumes, assuming 1,000 input tokens and 500 output tokens per request. Adjust in the calculator above for your specific use case.
| Volume | Claude 3.5 Sonnet v2 (Bedrock)Monthly | Llama 3.1 405B (Together AI)Monthly | Claude 3.5 Sonnet v2 (Bedrock)Per request | Llama 3.1 405B (Together AI)Per request |
|---|---|---|---|---|
| 1K requests/mo | $10.50 | $5.25 | $0.010500 | $0.005250 |
| 10K requests/mo | $105.00 | $52.50 | $0.010500 | $0.005250 |
| 100K requests/mo | $1,050.00 | $525.00 | $0.010500 | $0.005250 |
| 1M requests/mo | $10,500.00 | $5,250.00 | $0.010500 | $0.005250 |
Green values indicate the lower-cost option at each volume tier. Cost per request is calculated at 1,000 input + 500 output tokens using standard (non-batch, non-cached) pricing.
Price History
Input price per 1M tokensWhen to Choose Claude 3.5 Sonnet v2 (Bedrock)
by AWS Bedrock
- Code generation
- Data extraction
- Content Creation
Input / 1M tokens
$3.00/M
Output / 1M tokens
$15.00/M
Context window
200,000
Tier
premium
When to Choose Llama 3.1 405B (Together AI)
by Together AI
- Code generation
- Content & copywriting
- Document summarization
Input / 1M tokens
$3.50/M
Output / 1M tokens
$3.50/M
Context window
131,072
Tier
premium
Key Differences Beyond Price
Cost is only one factor in choosing an AI model. Context window size, rate limits, supported features, and latency all affect whether a model fits your use case.
| Capability | Claude 3.5 Sonnet v2 (Bedrock) | Llama 3.1 405B (Together AI) |
|---|---|---|
| Context window | 200,000 tokens | 131,072 tokens |
| Max output tokens | 8,192 tokens | 4,096 tokens |
| Performance tier | Premium | Premium |
| Vision / image input | Yes | No |
| Function calling | Yes | Yes |
| JSON mode | Yes | Yes |
| Prompt caching | No | No |
| Batch API (50% discount) | Yes | No |
| Extended reasoning | No | No |
| Fine-tuning | No | No |
Claude 3.5 Sonnet v2 (Bedrock) notes
Claude 3.5 Sonnet v2 via AWS Bedrock. Supports computer use. AWS IAM auth with full CloudTrail audit logging.
Llama 3.1 405B (Together AI) notes
Largest open-source model available via API. Meta license allows commercial use.
Frequently Asked Questions
Is Claude 3.5 Sonnet v2 (Bedrock) cheaper than Llama 3.1 405B (Together AI)?
At standard usage (1,000 input tokens, 500 output tokens, 100,000 requests/month), Llama 3.1 405B (Together AI) costs $525.00/month versus $1,050.00/month for Claude 3.5 Sonnet v2 (Bedrock) — a 50% saving. Your actual savings will vary based on your token profile; output-heavy workloads amplify differences in output pricing.
Which model has a larger context window, Claude 3.5 Sonnet v2 (Bedrock) or Llama 3.1 405B (Together AI)?
Claude 3.5 Sonnet v2 (Bedrock) has a larger context window at 200,000 tokens, compared to 131,072 tokens for Llama 3.1 405B (Together AI). A larger context window is important for processing long documents, multi-turn conversations, or large codebases without truncation.
Do Claude 3.5 Sonnet v2 (Bedrock) and Llama 3.1 405B (Together AI) support the Batch API?
Claude 3.5 Sonnet v2 (Bedrock) supports the Batch API (50% discount for async processing), while Llama 3.1 405B (Together AI) does not. If your workload tolerates up to 24-hour latency, routing to Claude 3.5 Sonnet v2 (Bedrock) with batch pricing could significantly cut costs versus Llama 3.1 405B (Together AI)'s standard rate.
Which model offers better prompt caching?
Neither Claude 3.5 Sonnet v2 (Bedrock) nor Llama 3.1 405B (Together AI) currently supports prompt caching. For prompt-caching capable alternatives, consider Claude models from Anthropic or GPT-4o from OpenAI.
What are the best use cases for Claude 3.5 Sonnet v2 (Bedrock) vs Llama 3.1 405B (Together AI)?
Both models are well-suited for Code generation. Claude 3.5 Sonnet v2 (Bedrock) is particularly strong for Data extraction, Content Creation. Llama 3.1 405B (Together AI) is favored for Content & copywriting, Document summarization. At the same quality level, the lower-cost model is usually preferable; use this page's calculator to compare total monthly spend at your volume.
What is the cost per request for Claude 3.5 Sonnet v2 (Bedrock) vs Llama 3.1 405B (Together AI)?
At 1,000 input tokens and 500 output tokens per request — a typical conversational workload — Claude 3.5 Sonnet v2 (Bedrock) costs $0.010500 per request and Llama 3.1 405B (Together AI) costs $0.005250 per request. At 100,000 requests/month, that translates to $1,050.00 and $525.00 respectively. Use the interactive calculator to adjust these parameters for your actual workload.
Claude 3.5 Sonnet v2 (Bedrock) vs Llama 3.1 405B (Together AI): Summary
When comparing Claude 3.5 Sonnet v2 (Bedrock) and Llama 3.1 405B (Together AI) for API cost, the right choice depends on your workload's token profile, required features, and tolerance for latency. Llama 3.1 405B (Together AI) offers lower total cost at standard usage volumes (1,000 input + 500 output tokens per request at 100,000 requests/month) at $525.00/month, compared to $1,050.00/month for Claude 3.5 Sonnet v2 (Bedrock).
Both models are priced in USD per million tokens, the standard unit across all major AI API providers. Claude 3.5 Sonnet v2 (Bedrock) charges $3.00/M for input tokens and $15.00/M for output tokens. Llama 3.1 405B (Together AI) charges $3.50/M input and $3.50/M output. If your workload is output-heavy (more tokens generated than consumed as input), the model with the lower output price compounds cost savings significantly at scale.
Context window capacity differs between the two: Claude 3.5 Sonnet v2 (Bedrock) supports up to 200,000 tokens in a single request, versus 131,072 tokens for Llama 3.1 405B (Together AI). A larger context window is essential for document summarization, large codebase analysis, and multi-document retrieval-augmented generation (RAG) applications.
Use the interactive calculator at the top of this page to enter your actual token usage and monthly request volume for a precise cost comparison tailored to your workload. Adjust for batch API discounts and prompt caching to find the most cost-effective option for your specific deployment.
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Relevant Use Cases
See cost recommendations for workloads where Claude 3.5 Sonnet v2 (Bedrock) or Llama 3.1 405B (Together AI) is recommended.