Lepton AI
Inference Acceleration · since 2023Lepton AI is an AI API inference acceleration provider. TokenAPI Scan independently monitors model authenticity, protocol coverage, response latency, and pricing transparency.
This page aggregates AI API relay detection data for Lepton AI, focusing on whether Claude / OpenAI / Gemini are truly passthrough, whether usage fields are anomalous, whether model lists are usable, and accessibility across different network regions. If you're searching for "Lepton AI real or fake", "Lepton AI review", "API relay detection", or "relay price comparison", we recommend checking the detection summary, network status, and public pricing evidence below before deciding whether to continue using it.
Related:Relay Rankings · Price Comparison · Network Tools · FAQ · Buying Guide
/models endpoint. The provider may not support OpenAI-style model enumeration, may use a different endpoint path, or the current network probe failed. 💰 Pricing Model
推理时薪/GPU 实例
Lepton AI is not a token-billed relay/routing site, so no comparable token price snapshot is available.
Note:Lepton AI 是推理基础设施(已被 NVIDIA 收购),按 GPU 实例时薪计费(H100/A100/L40S 等),不是按 token 的中转站。
Cross-provider token price comparison at pricing page; API volatility at AI service status.
✅ Strengths
- Efficient inference
- Multi-model support
- Developer-friendly
⚠️ Notes
- Requires proxy for international access
- Some models require payment
🎯 Use Case
- Suited for startups deploying open-source LLMs
- Suited for low-latency production inference
- Researchers comparing multiple open-source models
⚡ Speed Test from Your IP
🔬 Real Detection Summary
Last check: 2026-05-21 20:37 UTC
Recent Detection Latency Trend (30 times, old->new)
By Protocol
Last 5 reports
Source: All metrics from real detections after users submit API keys,Server-side Calls Lepton AI protocol verification requests from endpoints,. Pass rate = Requests returning correct responses / Total Requests。 -> Full Methodology
🛰️ System Probe Summary
The platform runs keyless connectivity probes every 6 hours on this site's OpenAI / Anthropic / Gemini protocol list-models endpoints (HTTP 401/403 counts as connected, indicating the endpoint is alive). Below are the cumulative real results.
By Protocol (System Probe)
Note: Connectivity rate = endpoint responses (incl. 401/403 auth responses) / probe count, measures endpoint liveness not service quality; service quality is determined by key-submitted detections in "Real Detection Summary" above.
📊 Real-time Detection Data
Lepton AI
100.0% Median Pass Rate · Snapshot Loaded💧 Water Rate v2 34.0 / 100 · Risk Real request http=200 ratio 42% avg 2569ms Click to expand formula →
| Report | Protocol | Score | Duration | Time |
|---|---|---|---|---|
| View Report | OPENAI | 100% | 2026-05-21 20:37 | |
| View Report | OPENAI | 100% | 2026-05-21 18:00 | |
| View Report | OPENAI | 100% | 2026-05-21 18:00 | |
| View Report | OPENAI | 0% | 2026-05-13 19:16 | |
| View Report | OPENAI | 0% | 2026-05-13 19:14 |
📋 Protocol Suitability Matrix
Based on 5 real tests of protocol coverage and median pass rate, answering "Which protocols can I use with Lepton AI?"
| Protocol | Tests | Median Pass Rate | Status | Suggestion |
|---|---|---|---|---|
| openai | 5 | 0% | - Unknown | Test with small traffic first |
⏱ Rate Limits & Pricing Multiplier
Key operational parameters that determine whether you can scale concurrent calls.
⚠️ Actual multipliers depend on Lepton AI's backend account. This site does not directly hold account tokens and cannot see hidden SLAs.
🛠 Integration Tutorial: Get Started with Lepton AI in 3 Steps
- Register an account and create an API Key in the backend (the console usually has "My Keys" or "API Tokens" entry).
- Replace the base URL in your code with
https://api.lepton.run/v1, and select the model name from Lepton AI's list. - Test a request:
curl https://api.lepton.run/v1/v1/chat/completions -H "Authorization: Bearer YOUR_KEY" -H "Content-Type: application/json" -d '{"model":"gpt-4o-mini","messages":[{"role":"user","content":"hello"}]}'
✅ This is an OpenAI Compatibility Mode integration example. Anthropic / Gemini protocols vary slightly by provider, see each site's documentation.。
❓ Frequently Asked Questions
Is Lepton AI reliable?
Based on 5 independent tests by TokenAPI Scan, the median pass rate is 100%.Stable quality, suitable for production.
How much does Lepton AI cost?
Lepton AI does not have a public unified price list; log in to the backend for specific pricing. Compare similar sites on the Price Comparison Page for reference.
Which models does Lepton AI support?
Lepton AI's model list is not publicly enumerated yet; log in to the backend to view.
What's the difference between Lepton AI and official?
Official (OpenAI/Anthropic/Google) = first-hand pricing + stable direct connection + strict content moderation and account ban risk. Third-party relays = usually discounted pricing + domestic accessibility + but compounded availability, content moderation, SLA, and service shutdown risks. Which to choose depends on your cost sensitivity, content moderation requirements, and stability priorities. It is recommended to use official for critical paths + relays as backup.
Will Lepton AI shut down?
We continuously monitor relay site reachability. Multiple consecutive failed detections within 30 days = high risk signal. Recommendations: ① Don't top up too much ② Rotate across multiple providers for critical services ③ Watch the Rankings warnings.
💭 Related Questions
💰 Popular Model API Prices
Compare API prices across relay providers: