perf release notes (#16978)

This commit is contained in:
Alexsander Hamir
2025-11-22 17:23:31 -08:00
committed by GitHub
parent 023eefb6d5
commit 815136fbef
@@ -54,6 +54,33 @@ pip install litellm==1.80.5
---
### Performance `/realtime` 182× Lower p99 Latency
This update reduces `/realtime` latency by removing redundant encodings on the hot path, reusing shared SSL contexts, and caching formatting strings that were being regenerated twice per request despite rarely changing.
#### Results
| Metric | Before | After | Improvement |
| --------------- | --------- | --------- | -------------------------- |
| Median latency | 2,200 ms | **59 ms** | **97% (~37× faster)** |
| p95 latency | 8,500 ms | **67 ms** | **99% (~127× faster)** |
| p99 latency | 18,000 ms | **99 ms** | **99% (~182× faster)** |
| Average latency | 3,214 ms | **63 ms** | **98% (~51× faster)** |
| RPS | 165 | **1,207** | **+631% (~7.3× increase)** |
#### Test Setup
| Category | Specification |
|----------|---------------|
| **Load Testing** | Locust: 1,000 concurrent users, 500 ramp-up |
| **System** | 4 vCPUs, 8 GB RAM, 4 workers, 4 instances |
| **Database** | PostgreSQL (Redis unused) |
| **Configuration** | [config.yaml](https://gist.github.com/AlexsanderHamir/420fb44c31c00b4f17a99588637f01ec) |
| **Load Script** | [no_cache_hits.py](https://gist.github.com/AlexsanderHamir/73b83ada21d9b84d4fe09665cf1745f5) |
---
## New Providers and Endpoints
### New Providers