Best Google Vertex AI Alternatives
Google Vertex AI 的最佳替代方案 (2026)
Google Vertex AI is for teams already building on Google Cloud that need Gemini, embeddings, Imagen, MLOps, IAM, logging, and enterprise governance. Compared with Gemini AI Studio free testing, Vertex AI is more production/cloud-integration oriented; the key checks are project billing, region, quota, model permissions, cost, and Mainland China fallback access.
🔄 Top 10 Google Vertex AI Alternatives
💡 Free tier: 70M signup tokens via Bailian; runtime/RPM/TPM limits vary by model · Free API · Open source · Direct China access · 27k Stars
💡 Free tier: 50 requests/day · Free API · Open source · Direct China access
💡 Free tier: Unlimited (runs locally) · Free API · Open source
💡 Free tier: Limited requests/day · Free API · Open source
💡 Free tier: 1M free tokens on signup. · Free API · Open source
💡 Free tier: No explicit limit · Free API · Open source · Direct China access
💡 Free tier: No explicit limit · Free API · Open source
💡 Free tier: MIT open-source; unlimited local use subject to hardware · Free API · Open source · 115k Stars
💡 Free tier: AGPL-3.0 open source; free private local use · Free API · Open source · 47k Stars
💡 Free tier: No explicit limit · Free API · Open source · Direct China access
📊 Google Vertex AI vs Alternatives
| Platform | Score | Free Tier | Free API | Open Source | China Access | Free Models |
|---|---|---|---|---|---|---|
| Google Vertex AI | 15 | ❌ | ❌ | ❌ | 🌐 | 3 |
 Qwen (Alibaba) | 95 | ✅ 70M signup tokens via Bailian; runtime/RPM/TPM limits vary by model | ✅ | ✅ | ✅ | 4 |
 DeepSeek | 95 | ✅ 50 requests/day | ✅ | ✅ | ✅ | 4 |
 Ollama | 90 | ✅ Unlimited (runs locally) | ✅ | ✅ | 🌐 | 3 |
 Grok (xAI) | 85 | ✅ Limited requests/day | ✅ | ✅ | 🌐 | 2 |
 Jina AI | 85 | ✅ 1M free tokens on signup. | ✅ | ✅ | 🌐 | 2 |
 MiniMax | 85 | ✅ No explicit limit | ✅ | ✅ | ✅ | 2 |
 Mistral AI | 85 | ✅ No explicit limit | ✅ | ✅ | 🌐 | 2 |
| 80 | ✅ MIT open-source; unlimited local use subject to hardware | ✅ | ✅ | 🌐 | 1 | |
| 80 | ✅ AGPL-3.0 open source; free private local use | ✅ | ✅ | 🌐 | 1 | |
 StepFun | 80 | ✅ No explicit limit | ✅ | ✅ | ✅ | 1 |