gpt-oss 120B · Chip comparison

gpt-oss 120B — Jalapeño vs MI355X

Head-to-head AI inference benchmark comparison of Jalapeño (OpenAI Jalapeño) and MI355X (AMD CDNA 4) on gpt-oss 120B. Latency, throughput, and cost across LLM workloads. Use the chart controls below to switch sequences, precisions, and metrics — same interactions as the main inference chart.

Setting 149 tok/s/user as the target on gpt-oss 120B, Jalapeño produces 56755 tok/s/chip ($0.01 per million tokens) and MI355X produces 15804 ($0.03). Jalapeño is 324% cheaper per token; Jalapeño delivers 259% more tok/s/chip.

At 201 tok/s/user interactivity on gpt-oss 120B, Jalapeño delivers 52968 tok/s/chip at $0.01 per million tokens; MI355X delivers 10455 tok/s/chip at $0.04. Jalapeño is 498% cheaper per token; Jalapeño delivers 407% more tok/s/chip at this point.

Jalapeño posts 47690 tok/s/chip for $0.01 per million tokens at 253 tok/s/user on gpt-oss 120B; MI355X posts 3403 tok/s/chip for $0.12. Jalapeño is 1555% cheaper per token; Jalapeño delivers 1301% more tok/s/chip. (Numbers reflect the default 8k/1k · fp4 selection for this URL — table and chart below update if you change sequence, precision, or model in the controls.)

View performance-per-dollar view →

Interpolated from real benchmark data. Edit target interactivity values below to compare at different operating points.
Metric
Interactivity (tok/s/user)
Interactivity (tok/s/user)
Interactivity (tok/s/user)
Throughput (tok/s/chip)
Jalapeño:56755.3MI355X:15803.9
Jalapeño:52967.8MI355X:10454.6
Jalapeño:47689.7MI355X:3402.9
Cost ($/M tok)
Jalapeño:$0.006MI355X:$0.026
Jalapeño:$0.007MI355X:$0.040
Jalapeño:$0.007MI355X:$0.122
tok/s/MW
Jalapeño:50449191MI355X:7561689
Jalapeño:47082454MI355X:5002206
Jalapeño:42390867MI355X:1628179
Concurrency
Jalapeño:~1132MI355X:~12
Jalapeño:~662MI355X:~5
Jalapeño:~416MI355X:~15