Llama 3.1 8B (Together AI) vs MiniMax M2.5 (OpenRouter): API Cost Comparison
Compare the API pricing, context windows, features, and real-world cost projections for Llama 3.1 8B (Together AI) (Together AI) and MiniMax M2.5 (OpenRouter) (OpenRouter). Use the interactive calculator below to compute your exact monthly cost based on your token usage and request volume.
Prices verified Mar 10, 2026
Interactive Cost Calculator
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Showing costs for 2 models. Cheapest: Llama 3.1 8B (Together AI) at $2.70/month.
| Alert | |||||||
|---|---|---|---|---|---|---|---|
BestLlama 3.1 8B (Together AI) | Together AI | $2.70 | $0.000270 | $1.80 | $0.90 | 63.8% | Alerts coming soon |
MiniMax M2.5 (OpenRouter) | OpenRouter | $7.45 | $0.000745 | $2.70 | $4.75 | — | Alerts coming soon |
Monthly Cost Comparison
Price Comparison at a Glance
All prices are in USD per 1 million tokens ($/M tokens). Lower is cheaper.
| Pricing Type | Llama 3.1 8B (Together AI) | MiniMax M2.5 (OpenRouter) | Cheaper |
|---|---|---|---|
| Input (standard) | $0.18/M | $0.27/M | Llama 3.1 8B (Together AI) |
| Output | $0.18/M | $0.95/M | Llama 3.1 8B (Together AI) |
Prices last verified: 2026-03-06 – 2026-03-10
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 | Llama 3.1 8B (Together AI)Monthly | MiniMax M2.5 (OpenRouter)Monthly | Llama 3.1 8B (Together AI)Per request | MiniMax M2.5 (OpenRouter)Per request |
|---|---|---|---|---|
| 1K requests/mo | $0.27 | $0.74 | $0.000270 | $0.000745 |
| 10K requests/mo | $2.70 | $7.45 | $0.000270 | $0.000745 |
| 100K requests/mo | $27.00 | $74.50 | $0.000270 | $0.000745 |
| 1M requests/mo | $270.00 | $745.00 | $0.000270 | $0.000745 |
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 Llama 3.1 8B (Together AI)
by Together AI
- Text classification
- Customer support
- General chatbot
Input / 1M tokens
$0.18/M
Output / 1M tokens
$0.18/M
Context window
131,072
Tier
budget
When to Choose MiniMax M2.5 (OpenRouter)
by OpenRouter
- Document summarization
- General chatbot
- Customer support
Input / 1M tokens
$0.27/M
Output / 1M tokens
$0.95/M
Context window
196,608
Tier
mid
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 | Llama 3.1 8B (Together AI) | MiniMax M2.5 (OpenRouter) |
|---|---|---|
| Context window | 131,072 tokens | 196,608 tokens |
| Max output tokens | 4,096 tokens | 65,536 tokens |
| Performance tier | Budget | Mid |
| Vision / image input | No | No |
| Function calling | Yes | Yes |
| JSON mode | Yes | Yes |
| Prompt caching | No | No |
| Batch API (50% discount) | No | No |
| Extended reasoning | No | No |
| Fine-tuning | Yes | No |
Llama 3.1 8B (Together AI) notes
Most affordable Together AI option. Supports fine-tuning on custom data.
MiniMax M2.5 (OpenRouter) notes
OpenRouter offers 200+ models — showing top 15 unique models not available from other listed providers. Prices include OpenRouter markup.
Frequently Asked Questions
Is Llama 3.1 8B (Together AI) cheaper than MiniMax M2.5 (OpenRouter)?
At standard usage (1,000 input tokens, 500 output tokens, 100,000 requests/month), Llama 3.1 8B (Together AI) costs $27.00/month versus $74.50/month for MiniMax M2.5 (OpenRouter) — a 64% 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, Llama 3.1 8B (Together AI) or MiniMax M2.5 (OpenRouter)?
MiniMax M2.5 (OpenRouter) has a larger context window at 196,608 tokens, compared to 131,072 tokens for Llama 3.1 8B (Together AI). A larger context window is important for processing long documents, multi-turn conversations, or large codebases without truncation.
Do Llama 3.1 8B (Together AI) and MiniMax M2.5 (OpenRouter) support the Batch API?
Neither Llama 3.1 8B (Together AI) nor MiniMax M2.5 (OpenRouter) currently supports a batch API with discounted pricing. For batch-eligible alternatives, consider models from OpenAI, Anthropic, or Google that include batch API support.
Which model offers better prompt caching?
Neither Llama 3.1 8B (Together AI) nor MiniMax M2.5 (OpenRouter) 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 Llama 3.1 8B (Together AI) vs MiniMax M2.5 (OpenRouter)?
Both models are well-suited for Customer support, General chatbot. Llama 3.1 8B (Together AI) is particularly strong for Text classification. MiniMax M2.5 (OpenRouter) is favored for 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 Llama 3.1 8B (Together AI) vs MiniMax M2.5 (OpenRouter)?
At 1,000 input tokens and 500 output tokens per request — a typical conversational workload — Llama 3.1 8B (Together AI) costs $0.000270 per request and MiniMax M2.5 (OpenRouter) costs $0.000745 per request. At 100,000 requests/month, that translates to $27.00 and $74.50 respectively. Use the interactive calculator to adjust these parameters for your actual workload.
Llama 3.1 8B (Together AI) vs MiniMax M2.5 (OpenRouter): Summary
When comparing Llama 3.1 8B (Together AI) and MiniMax M2.5 (OpenRouter) for API cost, the right choice depends on your workload's token profile, required features, and tolerance for latency. Llama 3.1 8B (Together AI) offers lower total cost at standard usage volumes (1,000 input + 500 output tokens per request at 100,000 requests/month) at $27.00/month, compared to $74.50/month for MiniMax M2.5 (OpenRouter).
Both models are priced in USD per million tokens, the standard unit across all major AI API providers. Llama 3.1 8B (Together AI) charges $0.18/M for input tokens and $0.18/M for output tokens. MiniMax M2.5 (OpenRouter) charges $0.27/M input and $0.95/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: MiniMax M2.5 (OpenRouter) supports up to 196,608 tokens in a single request, versus 131,072 tokens for Llama 3.1 8B (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 Llama 3.1 8B (Together AI) or MiniMax M2.5 (OpenRouter) is recommended.