Load testing
Synthetic traffic against your endpoints to find where latency and cost break before real users do.
Endpoint
support-agent
8× H100 · Llama 3.1 70B
Holds the SLO up to
64 concurrent
p95 740 ms of 1,200 ms
Throughput at that point
2,432 tok/s
Output tokens, all GPUs
Lowest cost per 1M tokens
$2.55
At 64 concurrent requests
Latency by concurrency
p50 p95
Concurrent requests
Throughput by concurrency
Output tokens per second, all GPUs
Concurrent requests
Steps in this run
Each step runs 3 minutes with a 30 second ramp.
| Concurrent | p50 | p95 | Tokens/s | Per 1M tokens | Errors | Result |
|---|---|---|---|---|---|---|
| 1 | 184 ms | 268 ms | 38 | $163.16 | 0.0% | Within SLO |
| 2 | 188 ms | 275 ms | 76 | $81.58 | 0.0% | Within SLO |
| 4 | 197 ms | 290 ms | 152 | $40.79 | 0.0% | Within SLO |
| 8 | 214 ms | 320 ms | 304 | $20.39 | 0.0% | Within SLO |
| 16 | 247 ms | 380 ms | 608 | $10.20 | 0.0% | Within SLO |
| 32 | 314 ms | 500 ms | 1,216 | $5.10 | 0.0% | Within SLO |
| 48 | 382 ms | 620 ms | 1,824 | $3.40 | 0.0% | Within SLO |
| 64 | 449 ms | 740 ms | 2,432 | $2.55 | 0.0% | Within SLO |
| 96 | 942 ms | 1,902 ms | 2,237 | $2.77 | 0.4% | Over SLO |
| 128 | 2,151 ms | 4,906 ms | 2,043 | $3.03 | 3.4% | Over SLO |
Recent runs
| Run | Endpoint | Date | Peak req/s | Breaks at | Result |
|---|---|---|---|---|---|
| lt-0142 | support-agent | Oct 22 | 46 | 64 concurrent | Passed |
| lt-0141 | support-agent · 5× H100 | Oct 21 | 31 | 48 concurrent | Passed |
| lt-0138 | sql-copilot | Oct 17 | 22 | 32 concurrent | Degraded |
| lt-0133 | transcribe · 1× A100 | Oct 12 | 24 | 48 concurrent | Passed |
| lt-0129 | moderation | Oct 8 | 190 | 96 concurrent | Failed |