calls today
tokens saved
avg compression
saved in cost
avg latency
tasks completed

Command Center

Active Agents
7
Orchestrator + 6 specialists
↑ 2 since last session
Tokens Saved Today
0
via Brevitas compression
58.3% avg reduction
Cost This Session
$1.14
vs $2.74 without Brevitas
↓ $1.60 saved (58.4%)
Tasks Completed
0
last 24 h
avg 2.8 agents per task
Agent Roster
Execution Pipeline
Click "Run pipeline" to build the execution graph in real time
Speed
Pipeline ready.
Standard data flow
Bronze — core agent
Teal — Brevitas compression
Red dashed — feedback loop
Total pipeline time
9.4s
including 4 parallel branches
Parallel agents peak
6
rows 2 & 3 concurrent
Brevitas passes
2
512k → 221k → 119k tokens
Feedback loops
1
test-runner → code-writer
Task Analytics
Most Common Task Types
// distribution across 10,412 pipeline runs
Task Complexity Distribution
// by number of agents involved
Simple — 1–2 agents 45%
Moderate — 3–4 agents 35%
Complex — 5–7 agents 15%
Deep — 8+ agents 5%
Avg agents per task type
1.4
Code gen
3.2
Research
4.8
Data pipeline
2.1
Docs
Pipeline Runs — Last 30 Days
// daily call volume by task category
Context Hops per Run
// how far context travels
Task Latency Distribution
// time to completion (seconds)
Agent Utilization
// % of time active vs idle
Cost & Context Savings
Session Cost — Baseline vs. Brevitas
Without Brevitas
$2.74
With Brevitas
$1.14
58.4%
cost reduction from Brevitas compression
$1.60 saved this session · $0.46/k tokens average
Context Retained After Compression
Semantic fidelity 98.4%
Critical facts preserved 99.1%
Structural coherence 97.8%
Token Reduction by Agent Handoff
Agent Input Tokens Output Tokens After Brevitas Compression Cost (raw) Cost (compressed) Saved
Cumulative Token Savings Over Session
// tokens that never left the pipeline · Brevitas baseline