AgentWorld-35B-A3B
AgentWorld-35B-A3B
credit: Qwen / AgentWorld
input tok/s1,055.7
decode tok/s145.4
per-agent tok/s4.7
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
12 builds
Robot-Filled Maze Shooter
11 builds
Ribbit Rush
0 builds
- Builds
- 23 recorded outputs
- Method
- Pareto fleet 32
- Runtime
- llama.cpp
- Quant
- GGUF-NVFP4 (qwen35moe)
- Bench
- 32 agents / 145.4 decode tok/sec
benchmark sheet
Throughput profile
input tok/s1,055.7
decode tok/s145.4
per-agent tok/s4.7
agent Pareto32 · NVIDIA GB10
aggregate decode tok/secper-agent tok/sechighlight = selected fleet
1 agents46.8 dec46.8/agent · 1,015.6 in
2 agents71.9 dec36.1/agent · 1,452.6 in
4 agents99.4 dec25.0/agent · 1,398.8 in
8 agents121.5 dec15.3/agent · 1,299.2 in
16 agents132.2 dec8.4/agent · 1,230.8 in
24 agents120.0 dec5.1/agent · 1,085.2 in
32 agents145.4 dec4.7/agent · 1,055.7 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 | 1015.6 | 46.8 | 46.8 | 0.68 | 0.68 | 5.5 |
| 2 | 1452.6 | 71.9 | 36.1 | 0.73 | 0.96 | 7.1 |
| 4 | 1398.8 | 99.4 | 25.0 | 1.95 | 2.01 | 10.3 |
| 8 | 1299.2 | 121.5 | 15.3 | 3.40 | 4.34 | 16.9 |
| 16 | 1230.8 | 132.2 | 8.4 | 5.98 | 9.24 | 31.0 |
| 24 | 1085.2 | 120.0 | 5.1 | 8.76 | 15.76 | 51.2 |
| 32 | 1055.7 | 145.4 | 4.7 | 11.87 | 21.62 | 56.3 |
Generated game outputs
Versions are listed first for selection. Embedded outputs remain below for direct review.
Road Hopper 12 versions
road_hopper_agentworld_teamwork · Road Hopper · teamwork evalfullscreen ↗ · compareroad_hopper_b70_crewai_n12 · Road Hopper · CrewAI N=12fullscreen ↗ · compareroad_hopper_b70_solo · Road Hopper · Solofullscreen ↗ · compareroad-hopper_agentworld_00 · Road Hopper · v1fullscreen ↗ · compareroad-hopper_agentworld_01 · Road Hopper · v2fullscreen ↗ · compareroad-hopper_agentworld_02 · Road Hopper · v3fullscreen ↗ · compareroad_hopper_agentworld_b70_live · Road Hopper · B70 live teamwork evalfullscreen ↗ · compareroad_hopper_agentworld_b70_q5 · Road Hopper · B70 Q5_K_M quant evalfullscreen ↗ · compareroad_hopper_agentworld_b70_q6 · Road Hopper · B70 Q6_K quant eval run 1fullscreen ↗ · compareroad_hopper_agentworld_b70_q6b · Road Hopper · B70 Q6_K quant eval run 2fullscreen ↗ · compareroad_hopper_agentworld_b70_stock · Road Hopper · B70 stock baselinefullscreen ↗ · compareroad_hopper_b70_crewai_n6 · Road Hopper · CrewAI N=6 · brokenfullscreen ↗ · compareRoad Hopper teamwork eval AgentWorld-35B
road_hopper_agentworld_teamworkfullscreen ↗Road Hopper CrewAI N=12 AgentWorld-35B
road_hopper_b70_crewai_n12fullscreen ↗Road Hopper Solo AgentWorld-35B
road_hopper_b70_solofullscreen ↗Road Hopper v1 AgentWorld-35B
road-hopper_agentworld_00fullscreen ↗Road Hopper v2 AgentWorld-35B
road-hopper_agentworld_01fullscreen ↗Road Hopper v3 AgentWorld-35B
road-hopper_agentworld_02fullscreen ↗Road Hopper B70 live teamwork eval AgentWorld-35B
road_hopper_agentworld_b70_livefullscreen ↗Road Hopper B70 Q5_K_M quant eval AgentWorld-35B
road_hopper_agentworld_b70_q5fullscreen ↗Road Hopper B70 Q6_K quant eval run 1 AgentWorld-35B
road_hopper_agentworld_b70_q6fullscreen ↗Road Hopper B70 Q6_K quant eval run 2 AgentWorld-35B
road_hopper_agentworld_b70_q6bfullscreen ↗Road Hopper B70 stock baseline AgentWorld-35B
road_hopper_agentworld_b70_stockfullscreen ↗Road Hopper CrewAI N=6 · broken AgentWorld-35B
road_hopper_b70_crewai_n6fullscreen ↗Robot-Filled Maze Shooter 11 versions
maze_agentworld_00 · Robot-Filled Maze Shooter · v1fullscreen ↗ · comparemaze_agentworld_01 · Robot-Filled Maze Shooter · v2fullscreen ↗ · comparemaze_agentworld_02 · Robot-Filled Maze Shooter · v3fullscreen ↗ · comparemaze_agentworld_b70_live · Robot-Filled Maze Shooter · B70 live teamwork evalfullscreen ↗ · comparemaze_agentworld_b70_q5 · Robot-Filled Maze Shooter · B70 Q5_K_M quant evalfullscreen ↗ · comparemaze_agentworld_b70_q6 · Robot-Filled Maze Shooter · B70 Q6_K quant eval run 1fullscreen ↗ · comparemaze_agentworld_b70_q6b · Robot-Filled Maze Shooter · B70 Q6_K quant eval run 2fullscreen ↗ · comparemaze_agentworld_b70_stock · Robot-Filled Maze Shooter · B70 stock baselinefullscreen ↗ · comparemaze_agentworld_teamwork · Robot-Filled Maze Shooter · teamwork evalfullscreen ↗ · comparemaze_b70_crewai_n12 · Robot-Filled Maze Shooter · CrewAI N=12fullscreen ↗ · comparemaze_b70_solo · Robot-Filled Maze Shooter · Solofullscreen ↗ · compareRobot-Filled Maze Shooter v1 AgentWorld-35B
maze_agentworld_00fullscreen ↗Robot-Filled Maze Shooter v2 AgentWorld-35B
maze_agentworld_01fullscreen ↗Robot-Filled Maze Shooter v3 AgentWorld-35B
maze_agentworld_02fullscreen ↗Robot-Filled Maze Shooter B70 live teamwork eval AgentWorld-35B
maze_agentworld_b70_livefullscreen ↗Robot-Filled Maze Shooter B70 Q5_K_M quant eval AgentWorld-35B
maze_agentworld_b70_q5fullscreen ↗Robot-Filled Maze Shooter B70 Q6_K quant eval run 1 AgentWorld-35B
maze_agentworld_b70_q6fullscreen ↗Robot-Filled Maze Shooter B70 Q6_K quant eval run 2 AgentWorld-35B
maze_agentworld_b70_q6bfullscreen ↗Robot-Filled Maze Shooter B70 stock baseline AgentWorld-35B
maze_agentworld_b70_stockfullscreen ↗Robot-Filled Maze Shooter teamwork eval AgentWorld-35B
maze_agentworld_teamworkfullscreen ↗Robot-Filled Maze Shooter CrewAI N=12 AgentWorld-35B
maze_b70_crewai_n12fullscreen ↗Robot-Filled Maze Shooter Solo AgentWorld-35B
maze_b70_solofullscreen ↗