Qwen 3.8 Flash Next 176B-A6B · Chip comparison
Qwen 3.8 Flash Next 176B-A6B — B300 vs TPU7x
Head-to-head AI inference benchmark comparison of B300 (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 →
B300 hits 95,183 tok/s/chip for $0.007 per million tokens at 110 tok/s/user on Qwen 3.8 Flash Next 176B-A6B. No TPU7x data at this operating point.
B300: 37,159 tok/s/chip, $0.017 per million tokens at 196 tok/s/user on Qwen 3.8 Flash Next 176B-A6B. TPU7x is unmeasured here.
At 282 tok/s/user on Qwen 3.8 Flash Next 176B-A6B, B300 delivers 15,269 tok/s/chip at $0.041 per million tokens; TPU7x hasn't been benchmarked at this target. (Numbers reflect the default agentic-traces · fp4 selection for this URL — table and chart below update if you change sequence, precision, or model in the controls.)
Interpolated from real benchmark data. Edit target interactivity values below to compare at different operating points.
| Metric | Interactivity (tok/s/user) | Interactivity (tok/s/user) | Interactivity (tok/s/user) |
|---|---|---|---|
| Throughput (tok/s/chip) | B30095,183TPU7x— | B30037,159TPU7x— | B30015,269TPU7x— |
| Cost ($/M tok) | B300$0.007TPU7x— | B300$0.017TPU7x— | B300$0.041TPU7x— |
| tok/s/MW | B30050,096,205TPU7x— | B30019,557,247TPU7x— | B3008,036,465TPU7x— |
| Concurrency | B300~16TPU7x— | B300~5TPU7x— | B300~1TPU7x— |