Frosty Ornith-1.0-35B
Frosty Ornith-1.0-35B
credit: Frosty40 / Ornith
input tok/s2,352.6
decode tok/s277.1
per-agent tok/s8.7
agent Pareto32 · NVIDIA GB10
GGUF-NVFP4 (qwen35moe) · llama.cpp · selected fleet 32 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
7 builds
Robot-Filled Maze Shooter
10 builds
Ribbit Rush
0 builds
- Builds
- 17 recorded outputs
- Method
- Pareto fleet 32
- Runtime
- llama.cpp
- Quant
- GGUF-NVFP4 (qwen35moe)
- Bench
- 32 agents / 277.1 decode tok/sec
benchmark sheet
Throughput profile
input tok/s2,352.6
decode tok/s277.1
per-agent tok/s8.7
agent Pareto32 · NVIDIA GB10
aggregate decode tok/secper-agent tok/sechighlight = selected fleet
1 agents69.0 dec69.0/agent · 2,286.4 in
8 agents206.5 dec25.8/agent · 2,372.4 in
16 agents225.7 dec14.1/agent · 2,356.0 in
32 agents277.1 dec8.7/agent · 2,352.6 in
64 agents326.3 dec5.1/agent · 2,351.4 in
96 agents342.6 dec3.6/agent · 2,355.6 in
128 agents350.6 dec2.7/agent · 2,353.2 in
192 agents361.5 dec1.9/agent · 2,358.0 in
256 agents372.3 dec1.4/agent · 2,356.2 in
Highlighted row is the selected build fleet / Pareto knee.
Raw sweep table
| agents | prompt_proc_t/s | agg_gen_t/s | per_agent_gen_t/s | total_t/s | reply_latency_256tok_s |
|---|---|---|---|---|---|
| 1 | 2286.40 | 68.98 | 68.98 | 195.15 | 3.711 |
| 8 | 2372.40 | 206.48 | 25.81 | 527.60 | 9.919 |
| 16 | 2355.98 | 225.74 | 14.11 | 568.31 | 18.145 |
| 32 | 2352.62 | 277.15 | 8.66 | 672.91 | 29.558 |
| 64 | 2351.41 | 326.31 | 5.10 | 766.25 | 50.210 |
| 96 | 2355.60 | 342.59 | 3.57 | 796.18 | 71.736 |
| 128 | 2353.23 | 350.62 | 2.74 | 810.37 | 93.458 |
| 192 | 2357.97 | 361.53 | 1.88 | 830.05 | 135.957 |
| 256 | 2356.25 | 372.28 | 1.45 | 848.67 | 176.038 |
Generated game outputs
Versions are listed first for selection. Embedded outputs remain below for direct review.
Road Hopper 7 versions
road_hopper_ornith_teamwork · Road Hopper · teamwork evalfullscreen ↗ · compareroad-hopper_ornith_00 · Road Hopper · v1fullscreen ↗ · compareroad-hopper_ornith_03 · Road Hopper · v4fullscreen ↗ · compareroad_hopper_ornith_b70_live · Road Hopper · B70 live teamwork evalfullscreen ↗ · compareroad_hopper_ornith_b70_stock · Road Hopper · B70 stock baselinefullscreen ↗ · compareroad-hopper_ornith_01 · Road Hopper · v2 · brokenfullscreen ↗ · compareroad-hopper_ornith_02 · Road Hopper · v3 · brokenfullscreen ↗ · compareRoad Hopper teamwork eval Frosty Ornith-35B
road_hopper_ornith_teamworkfullscreen ↗Road Hopper v1 Frosty Ornith-35B
road-hopper_ornith_00fullscreen ↗Road Hopper v4 Frosty Ornith-35B
road-hopper_ornith_03fullscreen ↗Road Hopper B70 live teamwork eval Frosty Ornith-35B
road_hopper_ornith_b70_livefullscreen ↗Road Hopper B70 stock baseline Frosty Ornith-35B
road_hopper_ornith_b70_stockfullscreen ↗Road Hopper v2 · broken Frosty Ornith-35B
road-hopper_ornith_01fullscreen ↗Road Hopper v3 · broken Frosty Ornith-35B
road-hopper_ornith_02fullscreen ↗Robot-Filled Maze Shooter 10 versions
maze_ornith_00 · Robot-Filled Maze Shooter · v1fullscreen ↗ · comparemaze_ornith_01 · Robot-Filled Maze Shooter · v2fullscreen ↗ · comparemaze_ornith_02 · Robot-Filled Maze Shooter · v3fullscreen ↗ · comparemaze_ornith_03 · Robot-Filled Maze Shooter · v4fullscreen ↗ · comparemaze_ornith_04 · Robot-Filled Maze Shooter · v5fullscreen ↗ · comparemaze_ornith_05 · Robot-Filled Maze Shooter · v6fullscreen ↗ · comparemaze_ornith_b70_failed_seed · Robot-Filled Maze Shooter · B70 failed attemptfullscreen ↗ · comparemaze_ornith_b70_live · Robot-Filled Maze Shooter · B70 live teamwork evalfullscreen ↗ · comparemaze_ornith_b70_stock · Robot-Filled Maze Shooter · B70 stock baselinefullscreen ↗ · comparemaze_ornith_teamwork · Robot-Filled Maze Shooter · teamwork evalfullscreen ↗ · compareRobot-Filled Maze Shooter v1 Frosty Ornith-35B
maze_ornith_00fullscreen ↗Robot-Filled Maze Shooter v2 Frosty Ornith-35B
maze_ornith_01fullscreen ↗Robot-Filled Maze Shooter v3 Frosty Ornith-35B
maze_ornith_02fullscreen ↗Robot-Filled Maze Shooter v4 Frosty Ornith-35B
maze_ornith_03fullscreen ↗Robot-Filled Maze Shooter v5 Frosty Ornith-35B
maze_ornith_04fullscreen ↗Robot-Filled Maze Shooter v6 Frosty Ornith-35B
maze_ornith_05fullscreen ↗Robot-Filled Maze Shooter B70 failed attempt Frosty Ornith-35B
maze_ornith_b70_failed_seedfullscreen ↗Robot-Filled Maze Shooter B70 live teamwork eval Frosty Ornith-35B
maze_ornith_b70_livefullscreen ↗Robot-Filled Maze Shooter B70 stock baseline Frosty Ornith-35B
maze_ornith_b70_stockfullscreen ↗Robot-Filled Maze Shooter teamwork eval Frosty Ornith-35B
maze_ornith_teamworkfullscreen ↗