Extreme Cost-Effectiveness Drives Your AI Applications

Say goodbye to high USD bills: Integrate DeepSeek, Tongyi Qianwen, Volcano Engine to drive your AI applications with extreme cost-effectiveness.

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Compute Arbitrage: Performance Aligned, Cost Only 1/100

Using domestic high-performance models, achieving 1/50 to 1/100 cost advantage while maintaining over 95% performance alignment

Price Comparison: OpenAI/Claude vs Domestic High-Performance Models

Research shows DeepSeek V3.2 achieves performance alignment at only 1/50 to 1/100 of the cost

ModelProviderInput Price (per million tokens)Output Price (per million tokens)Typical Conversation CostSavings Ratio
GPT-5.4
OpenAI
OpenAI
$2.5.00
USD
$15.00
USD
$17,500
Typical Conversation Cost
Baseline
Claude 4.6 Sonnet
Anthropic
Anthropic
$3.00
USD
$15.00
USD
$18,000
Typical Conversation Cost
Baseline
DeepSeek V3.2
DeepSeek
DeepSeek
$0.2
USD
$0.5
USD
$700
Typical Conversation Cost
96.5%Savings
Qwen3.6 plus
Alibaba Cloud
Alibaba Cloud
$0.5
USD
$2.5
USD
$3000
Typical Conversation Cost
88.0%Savings

Cost Advantage Analysis

Using DeepSeek V3.2 vs GPT-4 can save 99% in costs with over 95% performance alignment

1/50
Min Cost Ratio
1/100
Typical Cost Ratio

Real-time Latency Monitoring (TTFT - Time To First Token)

Response times for requesting Chinese models from different regions, keeping latency under 100ms via Hong Kong CN2 GIA line

Real-time
RegionLocationTTFT (ms)StatusNetwork Route
<100ms
Commercial Latency Standard
Ensures smooth real-time conversation experience
99.9%
Service Uptime
Downtime less than 43 minutes per month
CN2 GIA
Premium Network Line
Hong Kong direct connection, low latency high stability
Latency < 80ms - Excellent
Latency 80-100ms - Good
Latency 100-120ms - Fair
Latency > 120ms - Poor

Model Performance Rankings

Displaying model scores on authoritative benchmarks like AIME (Math), HumanEval (Coding), proving 'low price doesn't mean low quality'

GPT-5.4
OpenAI
2.2
Value Score
AIME
98.0
HumanEval
95.5
MMLU
90.0
GSM8K
97.5
Overall Score
95.3
Cost per million tokens
$17,500
USD
Claude 4.6 Sonnet
Anthropic
4.9
Value Score
AIME
95.0
HumanEval
95.0
MMLU
89.0
GSM8K
96.0
Overall Score
93.8
Cost per million tokens
$18,000
USD
DeepSeek V3.2
DeepSeek
216.5
Value Score
AIME
96.7
HumanEval
93.0
MMLU
88.0
GSM8K
96.0
Overall Score
93.5
Cost per million tokens
$400
USD
Qwen3.6 plus
Alibaba Cloud
142.2
Value Score
AIME
94.0
HumanEval
92.0
MMLU
87.0
GSM8K
95.0
Overall Score
92.0
Cost per million tokens
$2275
USD

Benchmark Descriptions

  • AIME (Math Competition)
    American Invitational Mathematics Examination difficulty, testing advanced mathematical reasoning
  • HumanEval (Coding)
    164 coding problems, testing code generation and problem-solving abilities
  • MMLU (General Knowledge)
    57 subject areas, testing broad knowledge understanding and reasoning
  • GSM8K (Math Reasoning)
    8.5K elementary math problems, testing multi-step reasoning ability

Key Findings

DeepSeek V3.2 Best Value
Achieves 96.7% of GPT-4 performance at 1/100 the cost, value score up to 216.5
High Domestic Model Alignment
DeepSeek, Qwen, Wenxin perform excellently in core benchmarks, gap with GPT-4 less than 5%
Significant Cost Advantage
Using domestic models vs GPT-4 can save 95-99% in costs with minimal performance loss

Conclusion

Domestic high-performance models provide 1/50 to 1/100 cost advantage while maintaining over 90% performance alignment, proving the core value proposition that 'low price doesn't mean low quality'.

<5%
Performance Gap
<1%
Cost Ratio
200x
Value Improvement

Advantages Over ChatGPT

Choose us for simpler, more stable, and more efficient AI services

No VPN Required

Direct access to domestic AI services without complex network configurations

Lower Costs

More affordable pricing compared to international services

Better Chinese Understanding

Optimized for Chinese language and cultural context

Compliant & Secure

Compliant with domestic laws and regulations, data security guaranteed

Multi-Model Support

One integration to access multiple mainstream large models with flexible choices

Fast Technical Support

Domestic technical team providing timely support and problem resolution

Ready to Get Started?

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