Qwen3.8 Max Prime Pricing & Token Economics
Qwen3.8 Max Prime is a higher-throughput variant of Qwen3.8 Max from Alibaba's Qwen team, served as a separate SKU at a higher price point. It accepts text, image, and video...
Normalized Token Pricing Matrix
Real-time input, completion, and cache rates normalized to $/1M tokens.
Cost for prompts, instructions, document retrieval, and system context sent into the model.
Cost for generated text, code, tool calls, and structured JSON responses returned by the model.
Massive 88% savings on repeated context, documents, and system instructions.
Standard industry benchmark assuming 75% prompt reads and 25% completion generation.
Qwen3.8 Max Prime Monthly Bill Estimator
Estimated monthly costs across four standardized enterprise and developer workloads.
| Workload Scenario | Monthly Token Volume | Standard Bill | With Prompt Caching |
|---|---|---|---|
| Customer Support Chatbot 10M prompt tokens + 2.5M output tokens per month | 12.5M tokens (10M in / 2.5M out) | $70.00/mo | $45.50/mo -35% |
| Document Analysis & RAG 30M prompt tokens (PDFs/context) + 3M output summaries | 33.0M tokens (30M in / 3M out) | $156.00/mo | $82.50/mo -47% |
| Coding Agent / IDE Swarm 60M prompt tokens (repo context) + 15M code completions | 75.0M tokens (60M in / 15M out) | $420.00/mo | $273.00/mo -35% |
| Enterprise Agentic Workflow 120M prompt tokens (reasoning loops) + 30M output actions | 150.0M tokens (120M in / 30M out) | $840.00/mo | $546.00/mo -35% |
Need custom token inputs or prompt volumes?
Use our interactive multi-model token calculator to test exact prompt and completion sliders.
Architecture & Capabilities
Technical parameters, supported modalities, and optimal developer use cases.
🎯 Recommended Use Cases
Top-tier multilingual intelligence, complex math problem solving, open model fine-tuning
Supported Modalities
📐 Context & Output Limits
- Maximum Context Window: 1,000,000 tokens (1M)
- Maximum Output Length: 131,072 tokens
- Speed / Latency Tier: Fast
- Official Provider: Qwen / Alibaba
Frequently Asked Questions
Everything you need to know about Qwen3.8 Max Prime API pricing and token calculations.
How much does Qwen3.8 Max Prime cost per 1M tokens?
Qwen3.8 Max Prime charges $4.00 per 1M input tokens and $12.00 per 1M output tokens. For standard balanced workloads (3:1 input:output ratio), the effective blended rate is $6.000/1M tokens.
Does Qwen3.8 Max Prime support prompt caching?
Yes. Cached prompt reads are billed at $0.5000 per 1M tokens, saving you up to 88% on repeated context, RAG documents, and system instructions.
What is Qwen3.8 Max Prime's maximum context window?
Qwen3.8 Max Prime supports up to 1,000,000 tokens (1M) in its context window, allowing you to ingest large files and multi-turn chat history with up to 131,072 tokens generated per response.
How does Qwen3.8 Max Prime compare to other models?
With a CostRatio rating of C, Qwen3.8 Max Prime provides competitive token economics for open weights tasks. Review the peer comparison table above to compare input and completion rates directly against alternative models.
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