FuzeBoxOS Telemetry
Execution Intelligence · v1
2026-10-22 12:07 UTC
API Docs
LiteLLM measures the model call. FuzeBox measures the work. Outcomes, coordination tax, skill efficiency, and unified executor scoring across humans, agents, and hybrids — recorded by the SDK, scored by the gateway, surfaced here.
Execution Summary
Executions
60
tracked end-to-end
Success Rate
95.0%
across all executors
Total Cost
$1.60
model + tooling spend
Outcome Value
$2,618.25
recorded business value
Net Execution Value
$2,596.70
value − cost − coord − risk
Coordination Tax
$10.69
handoffs, retries, waits
Avg Latency
2,236 ms
end-to-end execution
Human Intervention
51.7%
of executions required a human
Skills · Efficiency Scoring
| Skill | Runs | Success | Avg Cost | Avg Value | Efficiency |
|---|---|---|---|---|---|
| warranty_lookup | 14 | 100% | $0.0205 | $50.25 | |
| upsell_recommendation | 9 | 89% | $0.0205 | $35.93 | |
| safety_recall_check | 5 | 100% | $0.0280 | $38.07 | |
| brake_diagnosis | 17 | 94% | $0.0288 | $45.98 | |
| oil_change_intake | 15 | 93% | $0.0335 | $41.29 |
Executors · Unified Scoring (Human · Agent · Hybrid)
| Executor | Runs | Success | Avg Cost | Avg Latency | Avg Value |
|---|---|---|---|---|---|
| agent | 29 | 97% | $0.0307 | 2,399 ms | $46.23 |
| human | 9 | 89% | $0.0203 | 1,652 ms | $28.90 |
| hybrid | 22 | 95% | $0.0241 | 2,260 ms | $46.25 |
Models · Cost & Latency Profile
| Model | Provider | Calls | Tokens | Total Cost | Avg Cost | Avg Latency | Success | Cost Distribution |
|---|---|---|---|---|---|---|---|---|
| gpt-4o | openai | 14 | 9,824 | $0.7085 | $0.05061 | 2,434 ms | 100% | |
| gemini-1.5-pro | 11 | 8,050 | $0.3642 | $0.03311 | 2,039 ms | 100% | ||
| claude-3-5-sonnet | anthropic | 9 | 7,135 | $0.2563 | $0.02848 | 2,076 ms | 100% | |
| gpt-4o-mini | openai | 16 | 9,722 | $0.1925 | $0.01203 | 2,576 ms | 88% | |
| claude-3-5-haiku | anthropic | 10 | 7,274 | $0.0822 | $0.00822 | 1,775 ms | 90% |
Coordination Tax · Skill × Executor
| Skill / Executor | agent | human | hybrid |
|---|---|---|---|
| brake_diagnosis | $0.1691 | — | $0.1690 |
| oil_change_intake | $0.1480 | $0.1985 | $0.1426 |
| safety_recall_check | $0.1750 | $0.1640 | $0.1665 |
| upsell_recommendation | $0.1630 | $0.2550 | $0.2835 |
| warranty_lookup | $0.2029 | $0.1600 | $0.1555 |
low
high · max $0.2835
Recent Executions · Ledger
| Execution | Skill | Agent | Model | Cost | Latency | Value | ROI | Status | Started |
|---|---|---|---|---|---|---|---|---|---|
| exec_seed_edf1d35e… | oil_change_intake | agent_1 | claude-3-5-haiku | $0.0116 | 1,530 ms | $73.98 | +73.65 | success | 2026-09-08 |
| exec_seed_be2fbfdd… | warranty_lookup | agent_4 | gemini-1.5-pro | $0.0340 | 382 ms | $40.93 | +40.45 | success | 2026-09-08 |
| exec_seed_299aa7dc… | warranty_lookup | agent_2 | gpt-4o-mini | $0.0130 | 2,975 ms | $49.95 | +49.50 | success | 2026-09-08 |
| exec_seed_cd28cc13… | warranty_lookup | agent_1 | gpt-4o-mini | $0.0148 | 2,545 ms | $73.86 | +73.55 | success | 2026-09-08 |
| exec_seed_82f10581… | brake_diagnosis | agent_5 | gpt-4o | $0.0576 | 2,491 ms | $79.67 | +79.49 | success | 2026-09-08 |
| exec_seed_ba7ba987… | oil_change_intake | agent_5 | gpt-4o-mini | $0.0082 | 2,756 ms | $0.00 | -0.17 | failed | 2026-09-08 |
| exec_seed_e23a9b0c… | warranty_lookup | agent_2 | claude-3-5-sonnet | $0.0278 | 853 ms | $59.41 | +59.27 | success | 2026-09-08 |
| exec_seed_36e5469b… | brake_diagnosis | agent_5 | gpt-4o-mini | $0.0123 | 1,195 ms | $55.12 | +54.72 | success | 2026-09-08 |
| exec_seed_0927672a… | brake_diagnosis | agent_5 | claude-3-5-haiku | $0.0114 | 2,205 ms | $47.26 | +46.88 | success | 2026-09-08 |
| exec_seed_f05d8df8… | warranty_lookup | agent_2 | gpt-4o-mini | $0.0144 | 2,322 ms | $47.97 | +47.63 | success | 2026-09-08 |
| exec_seed_1d3646fa… | upsell_recommendation | agent_3 | claude-3-5-haiku | $0.0040 | 344 ms | $0.00 | -0.19 | failed | 2026-09-08 |
| exec_seed_2249d6a5… | safety_recall_check | agent_3 | gemini-1.5-pro | $0.0355 | 921 ms | $35.08 | +34.69 | success | 2026-09-08 |
| exec_seed_2bb8b257… | safety_recall_check | agent_1 | gpt-4o | $0.0432 | 1,051 ms | $43.42 | +42.97 | success | 2026-09-07 |
| exec_seed_7c08b20b… | oil_change_intake | agent_3 | gemini-1.5-pro | $0.0246 | 4,451 ms | $77.52 | +77.37 | success | 2026-09-07 |
| exec_seed_b5b6e9ad… | brake_diagnosis | agent_5 | gemini-1.5-pro | $0.0201 | 3,706 ms | $56.21 | +55.99 | success | 2026-09-07 |
| exec_seed_f28ffe7f… | upsell_recommendation | agent_4 | gpt-4o-mini | $0.0138 | 2,545 ms | $17.95 | +17.37 | success | 2026-09-07 |
| exec_seed_6abb6015… | warranty_lookup | agent_4 | gpt-4o-mini | $0.0109 | 1,085 ms | $8.12 | +7.64 | success | 2026-09-07 |
| exec_seed_4ad4557f… | brake_diagnosis | agent_5 | claude-3-5-haiku | $0.0051 | 2,209 ms | $49.32 | +48.87 | success | 2026-09-07 |
| exec_seed_736d1afd… | warranty_lookup | agent_3 | gpt-4o-mini | $0.0119 | 4,479 ms | $24.22 | +24.00 | success | 2026-09-07 |
| exec_seed_1c8c7c46… | brake_diagnosis | agent_4 | gpt-4o | $0.0341 | 4,038 ms | $39.40 | +38.83 | success | 2026-09-07 |