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FuzeBox Telemetry Execution Intelligence · v1
2026-06-25 07:39 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
91.7%
across all executors
Total Cost
$1.38
model + tooling spend
Outcome Value
$2,253.55
recorded business value
Net Execution Value
$2,231.87
value − cost − coord − risk
Coordination Tax
$12.03
handoffs, retries, waits
Avg Latency
2,136 ms
end-to-end execution
Human Intervention
58.3%
of executions required a human

Skills · Efficiency Scoring

Skill Runs Success Avg Cost Avg Value Efficiency
warranty_lookup 11 100% $0.0144 $38.89
69.3
oil_change_intake 15 100% $0.0242 $37.82
41.4
safety_recall_check 11 82% $0.0231 $36.97
35.4
brake_diagnosis 13 92% $0.0279 $38.93
33.0
upsell_recommendation 10 80% $0.0245 $34.58
32.7

Executors · Unified Scoring (Human · Agent · Hybrid)

Executor Runs Success Avg Cost Avg Latency Avg Value
agent 25 84% $0.0272 2,010 ms $32.34
human 7 100% $0.0179 1,615 ms $45.47
hybrid 28 96% $0.0206 2,380 ms $40.24

Models · Cost & Latency Profile

Model Provider Calls Tokens Total Cost Avg Cost Avg Latency Success Cost Distribution
gpt-4o openai 9 3,416 $0.4408 $0.04898 2,031 ms 89%
$0.441
gemini-1.5-pro google 14 8,396 $0.4303 $0.03074 2,017 ms 86%
$0.430
claude-3-5-sonnet anthropic 7 4,330 $0.2566 $0.03666 2,832 ms 100%
$0.257
gpt-4o-mini openai 13 10,006 $0.1300 $0.01000 2,227 ms 92%
$0.130
claude-3-5-haiku anthropic 17 12,096 $0.1254 $0.00738 1,935 ms 94%
$0.125

Coordination Tax · Skill × Executor

Skill / Executor agent human hybrid
brake_diagnosis $0.1612 $0.1733 $0.2210
oil_change_intake $0.2062 — $0.1799
safety_recall_check $0.1883 $0.2500 $0.2255
upsell_recommendation $0.2178 $0.1730 $0.2980
warranty_lookup $0.2020 $0.2160 $0.1588
low high · max $0.2980

Recent Executions · Ledger

Execution Skill Agent Model Cost Latency Value ROI Status Started
exec_seed_e104b1a8… warranty_lookup agent_4 claude-3-5-haiku $0.0042 2,164 ms $54.62 +54.36 success 2026-06-25
exec_seed_f20707e8… upsell_recommendation agent_3 claude-3-5-sonnet $0.0226 1,585 ms $65.59 +65.20 success 2026-06-25
exec_seed_88bb861d… safety_recall_check agent_4 gemini-1.5-pro $0.0258 3,503 ms $78.00 +77.75 success 2026-06-25
exec_seed_d0179c48… warranty_lookup agent_5 gpt-4o-mini $0.0145 1,258 ms $43.65 +43.12 success 2026-06-25
exec_seed_008ed244… brake_diagnosis agent_2 gpt-4o $0.0323 693 ms $11.87 +11.56 success 2026-06-24
exec_seed_380b1433… warranty_lookup agent_5 gpt-4o $0.0363 3,216 ms $38.64 +38.28 success 2026-06-24
exec_seed_adbe454a… oil_change_intake agent_2 gemini-1.5-pro $0.0255 2,105 ms $54.74 +54.24 success 2026-06-24
exec_seed_f2444e31… safety_recall_check agent_3 gpt-4o-mini $0.0091 826 ms $76.85 +76.42 success 2026-06-24
exec_seed_a654c8c7… brake_diagnosis agent_3 gemini-1.5-pro $0.0228 3,726 ms $0.00 -0.44 failed 2026-06-24
exec_seed_a245c783… upsell_recommendation agent_2 gpt-4o-mini $0.0110 578 ms $0.00 -0.31 failed 2026-06-24
exec_seed_fe4fcbd7… safety_recall_check agent_5 gemini-1.5-pro $0.0445 2,677 ms $67.49 +67.15 success 2026-06-24
exec_seed_af59c7d6… oil_change_intake agent_3 gpt-4o-mini $0.0090 4,032 ms $25.83 +25.46 success 2026-06-24
exec_seed_352b8b7f… warranty_lookup agent_3 claude-3-5-haiku $0.0099 2,457 ms $57.24 +56.90 success 2026-06-24
exec_seed_04c2f903… oil_change_intake agent_2 gpt-4o $0.0719 3,958 ms $34.28 +33.82 success 2026-06-24
exec_seed_8017a8e5… warranty_lookup agent_4 gpt-4o-mini $0.0111 3,400 ms $27.22 +26.97 success 2026-06-23
exec_seed_c83df297… safety_recall_check agent_4 claude-3-5-haiku $0.0076 1,540 ms $33.00 +32.46 success 2026-06-23
exec_seed_381ad7d7… warranty_lookup agent_3 gemini-1.5-pro $0.0252 355 ms $34.27 +33.94 success 2026-06-23
exec_seed_755743cc… safety_recall_check agent_3 claude-3-5-sonnet $0.0217 715 ms $48.67 +48.38 success 2026-06-23
exec_seed_f6bc8673… warranty_lookup agent_2 gpt-4o-mini $0.0074 4,327 ms $43.09 +42.76 success 2026-06-23
exec_seed_62960d32… oil_change_intake agent_3 claude-3-5-haiku $0.0051 1,344 ms $37.30 +36.82 success 2026-06-23