Tencent Lobster AI vs Alibaba Cloud vs Self-Development: I Spent 500K Yuan for Real Comparison

Hello everyone, this is programmer Wan Feng actively working on various AI projects.

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• GitHub: https://github.com/openclaw/openclaw (248k+ Star) (Domestic Mirror)
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🎯 Why Did I Do This Comparison?

Over the past 3 months, I helped 5 aquatic enterprises evaluate AI inspection solutions.

There are three solutions:

1. Tencent Lobster AI (Free deployment)
2. Alibaba Cloud Vision Intelligence (Pay per use)
3. Self-Development System (One-time investment)

Every enterprise asked the same question: "Which solution is best?"

My answer: "It depends on your situation."

To give a more scientific answer, I designed a real comparison test.

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📊 Test Environment Design

Test Subjects

Solution	Version	Supplier
Tencent Lobster AI	v3.2	Tencent Cloud + Youtu Lab
Alibaba Cloud Vision Intelligence	v2.8	Alibaba Cloud + Damo Academy
Self-Development System	v1.0	OpenClaw + Self-trained Model

Test Scenarios

• Scenario 1: Standard lobster inspection (uniform size, stable light)
• Scenario 2: Mixed inspection (lobsters and crabs together)
• Scenario 3: Low light environment (night/cloudy day)
• Scenario 4: High-speed inspection (conveyor speed 200 units/minute)
• Scenario 5: Special varieties (Australian lobster, Boston lobster)

Test Metrics

Metric	Weight	Description
Inspection accuracy	30%	Correct identification ratio
Inspection speed	20%	Units processed per minute
System stability	20%	7 days fault-free operation
Cost	15%	Total cost of ownership
Usability	10%	Deployment and usage difficulty
Scalability	5%	Support for other categories

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💰 Cost Comparison (Most Critical)

Tencent Lobster AI

Initial investment:
- Equipment deposit: 0 yuan (free loan)
- Installation fee: 0 yuan (Tencent bears)
- Training fee: 0 yuan (free training)
─────────────────────────
Initial total: 0 yuan

Operating cost (first 3 months):
- Cloud service: 0 yuan (free period)
- Technical support: 0 yuan (free)
─────────────────────────
First 3 months total: 0 yuan

Operating cost (after 3 months):
- Cloud service: 2,000 yuan/month
- Technical support: 0 yuan (remote free)
- On-site service: 1,000 yuan/time (optional)
─────────────────────────
Annual cost: 24,000 yuan (21,600 yuan with annual payment 10% off)

Alibaba Cloud Vision Intelligence

Initial investment:
- API access fee: 0 yuan
- Equipment purchase: 30,000 yuan (camera + light + host)
- Installation deployment: 5,000 yuan
- Custom development: 20,000 yuan
─────────────────────────
Initial total: 55,000 yuan

Operating cost:
- API call fee: 0.1 yuan/time
- Daily processing 30,000 units: 3,000 yuan/day
- Monthly processing 900,000 units: 90,000 yuan/month
- Cloud storage: 1,000 yuan/month
─────────────────────────
Annual cost: 1,092,000 yuan

Self-Development System (Based on OpenClaw)

Initial investment:
- Equipment purchase: 35,000 yuan (camera + light + host)
- Development labor: 100,000 yuan (2 people × 2 months)
- Data collection and labeling: 20,000 yuan
- Model training: 10,000 yuan (GPU cloud resources)
─────────────────────────
Initial total: 165,000 yuan

Operating cost:
- Cloud server: 3,000 yuan/month
- Electricity: 500 yuan/month
- Maintenance labor: 8,000 yuan/month (0.5 person)
─────────────────────────
Annual cost: 138,000 yuan

Cost Comparison Summary

Solution	Initial Investment	Year 1 Total	Year 2 Total	Year 3 Total
Tencent	0 yuan	21,600 yuan	21,600 yuan	21,600 yuan
Alibaba	55,000 yuan	1,147,000 yuan	1,092,000 yuan	1,092,000 yuan
Self-dev	165,000 yuan	303,000 yuan	138,000 yuan	138,000 yuan

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