Cheapest GPU for Qwen3.8-Flash-Next
Measured on the AgentX agentic coding workload at a matched interactivity target of 50 tokens/s per user. Hardware without a measurement at this operating point is not ranked.
No benchmark measurements are available for Qwen3.8-Flash-Next at this operating point yet. The InferenceX fleet re-benchmarks continuously; this page fills in automatically as soon as runs land.
Optimizing for speed instead of cost? See the fastest GPU for Qwen3.8-Flash-Next
Methodology
Every number on this page is a measurement, not a spec-sheet estimate. The InferenceX fleet serves Qwen3.8-Flash-Next on real hardware with community serving engines, sweeping concurrency to trace each platform's throughput-versus-interactivity frontier.
Platforms are then read at the same operating point (50 tokens/s per user) so the comparison is iso-interactivity: a GPU cannot win by quoting throughput at an unusably slow per-user speed. Cost converts measured throughput to $ per million total tokens using $/GPU/hr rates from the SemiAnalysis AI Cloud TCO model.
The derivation is shared with the InferenceX overview leaderboard, and results re-run continuously, so this ranking updates as new engine releases and configs land.
Frequently asked questions
- What is the cheapest GPU to run Qwen3.8-Flash-Next?
- The ranking is refreshed continuously from InferenceX benchmark runs; check the table above for the current leader.
- How is cost per million tokens calculated?
- Measured throughput per GPU at the 50 tokens/s per user tier is converted to $ per million total (input plus output) tokens using hyperscaler $/GPU/hr rates from the SemiAnalysis AI Cloud TCO model. Slower interactivity targets or cheaper rental tiers change the absolute numbers but rarely the order.
- How often is this ranking updated?
- Benchmarks re-run continuously on the InferenceX cluster fleet; the newest result feeding this ranking landed on 2026-08-27. The page always renders the latest data.