DeepSeek V4.1 Flash 552B — H200 vs MI355X Performance per Dollar
Cost per million tokens of H200 (NVIDIA Hopper) versus MI355X (AMD CDNA 4) on DeepSeek V4.1 Flash 552B. Large-hyperscaler-volume ownership TCO normalized by total tokens — performance per dollar across LLM workloads. Pick the more cost-efficient SKU at every target interactivity level. Use the chart controls below to switch sequences, precisions, and metrics — same interactions as the main inference chart.
AgentX replays real coding-agent sessions rather than fixed-length prompts, so context grows turn over turn and most of each request is served from cache instead of being recomputed. That turns the comparison into a systems question: KV transfer between nodes, prefix-aware routing, and cache capacity all move the curve alongside raw chip throughput. Fixed-sequence workloads stay the clean baseline for kernel and silicon performance, so the two scenarios answer different questions about the same hardware. Learn more about AgentX →
At 85 tok/s/user on DeepSeek V4.1 Flash 552B, H200 costs $0.02 per million tokens; MI355X costs $0.01. MI355X is 234% more cost-efficient at this operating point.
MI355X edges H200 at 163 tok/s/user on DeepSeek V4.1 Flash 552B — $0.01 per million tokens versus $0.03, a 246% cost-per-token gap.
Push DeepSeek V4.1 Flash 552B to 242 tok/s/user and H200 lands at $0.06 per million tokens against MI355X's $0.01 — MI355X pulls ahead by 325%. (Numbers reflect the default agentic-traces · fp4 selection for this URL — table and chart below update if you change sequence, precision, or model in the controls.)
Chip pricing (owning hyperscaler): H200 $1.22/chip/hr · MI355X $1.50/chip/hr. Source: SemiAnalysis Market July 2026 Pricing Surveys & AI Cloud TCO Model.
| Metric | Interactivity (tok/s/user) | Interactivity (tok/s/user) | Interactivity (tok/s/user) |
|---|---|---|---|
| Dollar per Million Tokens | H200:$0.018MI355X:$0.005 | H200:$0.032MI355X:$0.009 | H200:$0.062MI355X:$0.015 |
| Concurrency | H200:~13MI355X:~32 | H200:~6MI355X:~13 | H200:~2MI355X:~8 |
Inference Performance
Agentic inference metrics from the AgentX scenario and fixed-sequence inference metrics across models, hardware configurations, and serving parameters.
No data available
No measurements to plot for this selection. Review the benchmark controls above or adjust quick filters.