MuskAI · GLM 5.3 FlashAuthenticity, speed and price analysis
(seconds)
coding session
availability
Comparison summary
GLM 5.3 Flash on MuskAI: availability over the last 24 hours is 96.8%, ranking 1 of 2 relays with data (median 96.8%); time to first token is 11.76 s, ranking 2 of 2 (median 11.76 s).
Authenticity checks (model consistency and dilution) are not live yet; once they are, this section will compare the relay with the official API.全新系统架构，针对大模型场景优化。团队成立于 2022 年 12 月 11 日，专注大模型 API 中间层建设与稳定交付。 您可以使用平台提供的 LLM API 接口轻松构建 AI 产品.
Authenticity
Model consistency
Output distribution for the same requests on this relay and on the official API · higher is better
Speed
Measured by time to first token (seconds) and output speed (tokens / second)
Time to first token
Seconds until the first token · lower is better
Price
Cost per coding session
GLM 5.3 Flash · 2M input and 40k output tokens (¥) · split by token type · lower is better
Prices: cache hit, input and output
¥ / 1M tokens
Cache
Coding requests repeat much of their context, so the cache hit rate largely decides what you actually pay. Drag the hit rate and the costs and ranking below are reweighted with cache prices.
Cache-weighted session cost
GLM 5.3 Flash · of 2M input tokens, the hit share is billed at the cache price and the rest at the input price, plus 40k output (¥) · lower is better
Stability
Availability
Request success rate, last 24 hours · higher is better
Status of each model, last 24 hours
One cell per hour · green ok, yellow delayed, red failed
| Model | Group | Availability | Last 24 hours | First token | Samples |
|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 中国模型-企业级[openai协议] | 100.0% | 3.63 s | 31 | |
| GPT 6 Astra | Codex-官转 | 100.0% | 6.04 s | 30 | |
| Grok 4.7 | Grok-企业 | 100.0% | 12.91 s | 31 | |
| Claude Sonnet 5 | Claude-官转 | 100.0% | 3.52 s | 31 | |
| GPT 5.6 Sol | Codex-官转 | 96.8% | 5.11 s | 31 | |
| GLM 5.3 Flash | 中国模型-企业级[openai协议] | 96.8% | 11.76 s | 31 | |
| Gemini 3.8 Flash | Gemini-企业级 | 0.0% | — | 31 | |
| GPT 6.1 Sol | Codex-官转 | — | None yet | — | — |
| Qwen 3.8 Flash | 中国模型-企业级[openai协议] | — | None yet | — | — |
Service details
Strengths
- Mistral 大模型价格处于同模型低位
Limitations
- 减少401问题
FAQ
How much does GLM 5.3 Flash cost on MuskAI?
No public price yet.
How does the cache hit rate affect price?
MuskAI has not published a cache price for this route, so cache hits are billed at the input price.Measured hit rates will replace this assumption once available.
Which models does MuskAI support?
Folkbench currently lists 9: GPT 6 Astra, GPT 6.1 Sol, DeepSeek V4.1 Flash, Grok 4.7, Claude Sonnet 5, GPT 5.6 Sol, Gemini 3.8 Flash, GLM 5.3 Flash, Qwen 3.8 Flash.
What does the data security level mean?
Folkbench rates relays from 0 to 4 based on public policies and verifiable evidence; MuskAI is currently level 0. The check covers leaks in responses and error messages only, and does not prove data retention or training policies.
How often is this data updated?
Availability and time to first token use a 24-hour window, and this page syncs live data every 15 minutes.