AEON QWEN
AEON QWEN
credit: AEON-7
input tok/s2,057.5
decode tok/s218.3
per-agent tok/s29.9
agent Pareto8 · NVIDIA GB10
NVFP4 MTP-XS · vLLM + z-lab DFlash speculative decode · selected fleet 8 agents (its Pareto knee) · Download on Hugging Face ↗. Full throughput curve on Benchmarks.
model dossier
Model sheet
Playable artifacts and benchmark context for this model page.
Road Hopper
4 builds
Robot-Filled Maze Shooter
4 builds
Ribbit Rush
0 builds
- Builds
- 8 recorded outputs
- Method
- Pareto fleet 8
- Runtime
- vLLM + z-lab DFlash speculative decode
- Quant
- NVFP4 MTP-XS
- Bench
- 8 agents / 218.3 decode tok/sec
benchmark sheet
Throughput profile
input tok/s2,057.5
decode tok/s218.3
per-agent tok/s29.9
agent Pareto8 · NVIDIA GB10
aggregate decode tok/secper-agent tok/sechighlight = selected fleet
1 agents4.4 dec4.4/agent · 12.5 in
2 agents100.7 dec52.0/agent · 915.5 in
4 agents165.6 dec47.5/agent · 2,417.4 in
8 agents218.3 dec29.9/agent · 2,057.5 in
16 agents232.6 dec16.4/agent · 1,676.6 in
24 agents251.1 dec11.4/agent · 1,581.6 in
32 agents252.1 dec8.6/agent · 1,628.1 in
Highlighted row is the selected build fleet / Pareto knee.
Raw sweep table
| agents | prompt_t/s | agg_gen_t/s | per_agent_gen_t/s | ttft_p50_s | ttft_p99_s | wall_s |
|---|---|---|---|---|---|---|
| 1 | 12.5 | 4.4 | 4.4 | 55.41 | 55.41 | 58.4 |
| 2 | 915.5 | 100.7 | 52.0 | 1.53 | 1.53 | 5.1 |
| 4 | 2417.4 | 165.6 | 47.5 | 1.16 | 1.16 | 6.2 |
| 8 | 2057.5 | 218.3 | 29.9 | 2.74 | 2.74 | 9.4 |
| 16 | 1676.6 | 232.6 | 16.4 | 6.78 | 6.78 | 17.6 |
| 24 | 1581.6 | 251.1 | 11.4 | 10.77 | 10.81 | 24.5 |
| 32 | 1628.1 | 252.1 | 8.6 | 12.52 | 14.02 | 32.5 |
Generated game outputs
Versions are listed first for selection. Embedded outputs remain below for direct review.
Road Hopper 4 versions
road_hopper_aeon_teamwork · Road Hopper · teamwork evalfullscreen ↗ · compareroad-hopper_aeon_00 · Road Hopper · v1fullscreen ↗ · compareroad-hopper_aeon_01 · Road Hopper · v2 · brokenfullscreen ↗ · compareroad-hopper_aeon_02 · Road Hopper · v3 · brokenfullscreen ↗ · compareRoad Hopper teamwork eval AEON QWEN
road_hopper_aeon_teamworkfullscreen ↗Road Hopper v1 AEON QWEN
road-hopper_aeon_00fullscreen ↗Road Hopper v2 · broken AEON QWEN
road-hopper_aeon_01fullscreen ↗Road Hopper v3 · broken AEON QWEN
road-hopper_aeon_02fullscreen ↗Robot-Filled Maze Shooter 4 versions
maze_aeon_00 · Robot-Filled Maze Shooter · v1fullscreen ↗ · comparemaze_aeon_01 · Robot-Filled Maze Shooter · v2fullscreen ↗ · comparemaze_aeon_02 · Robot-Filled Maze Shooter · v3fullscreen ↗ · comparemaze_aeon_teamwork · Robot-Filled Maze Shooter · teamwork evalfullscreen ↗ · compareRobot-Filled Maze Shooter v1 AEON QWEN
maze_aeon_00fullscreen ↗Robot-Filled Maze Shooter v2 AEON QWEN
maze_aeon_01fullscreen ↗Robot-Filled Maze Shooter v3 AEON QWEN
maze_aeon_02fullscreen ↗Robot-Filled Maze Shooter teamwork eval AEON QWEN
maze_aeon_teamworkfullscreen ↗