Qwen 3.8 Flash Next 176B-A6B · Chip comparison
Qwen 3.8 Flash Next 176B-A6B — B200 vs TPU7x
Head-to-head AI inference benchmark comparison of B200 (NVIDIA Blackwell) and TPU7x (Google Ironwood) on Qwen 3.8 Flash Next 176B-A6B. 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.
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 148 tok/s/user on Qwen 3.8 Flash Next 176B-A6B, TPU7x delivers 23,592 tok/s/chip at $0.012 per million tokens; B200 hasn't been benchmarked at this target.
TPU7x hits 14,313 tok/s/chip for $0.020 per million tokens at 226 tok/s/user on Qwen 3.8 Flash Next 176B-A6B. No B200 data at this operating point.
TPU7x: 8,678 tok/s/chip, $0.033 per million tokens at 304 tok/s/user on Qwen 3.8 Flash Next 176B-A6B. B200 is unmeasured here. (Numbers reflect the default agentic-traces · fp8 selection for this URL — table and chart below update if you change sequence, precision, or model in the controls.)
Interpolated from real benchmark data. Edit target interactivity values below to compare at different operating points.
| Metric | Interactivity (tok/s/user) | Interactivity (tok/s/user) | Interactivity (tok/s/user) |
|---|---|---|---|
| Throughput (tok/s/chip) | B200—TPU7x23,592 | B200—TPU7x14,313 | B200—TPU7x8,678 |
| Cost ($/M tok) | B200—TPU7x$0.012 | B200—TPU7x$0.020 | B200—TPU7x$0.033 |
| tok/s/MW | B200—TPU7x19,546,353 | B200—TPU7x11,858,146 | B200—TPU7x7,189,499 |
| Concurrency | B200—TPU7x~15 | B200—TPU7x~10 | B200—TPU7x~6 |