DGX Spark Dashboard

Connecting...
Connecting...
Net Savings
$0.00
Loading usage data...
Opus 4.6 Would Cost: $0.00
Unified Memory
-- CPU + GPU shared
-- / 122 GB
GPU Temperature
-- celsius
Power: --
Disk
-- usage
-- / -- TB
CPU + GPU Utilization %
Loading metrics...
Services
Orchestrator v? :4003
vLLM • Qwen3.6-35B-A3B heretic NVFP4 + DFlash :8001
Ollama hosting nomic-embed-text :11434
Vision (Qwen3-VL) local Ollama :11434 (1 slot)
LiteLLM Gateway :4000
Qdrant (RAG) :6333
SearXNG :8888
Platform
API Keys--
Total Requests--
Connected Clients--
RAG Docs--
Concurrency
Simple0/15
Agentic0/10
Complex0/3
Vision0/5
vLLM Active0
vLLM Queued0
Loaded Models
Loading...
Response Times 30d
Median
--
Avg
--
P95
--
Measured Throughput — last benchmark --
Short
--
tok/s · 2-4 tok out
Code
--
tok/s · typical code gen
Long
--
tok/s · 1024 tok out
Conc 4
--
tok/s aggregate
Conc 16
--
tok/s aggregate
Coding Quality vs Frontier Cloud SWE-Bench Verified · April 2026
SWE-Bench Verified: Qwen3.6-35B-A3B (Spark) 73.4% vs Claude Opus 4.7 87.6%, Opus 4.6 80.8%, Opus 4.5 80.9%, GPT-5.4 80.0%

Smart Routing

RAG
--
-- docs
Decisions
--
Success
--
Patterns
--
Avg Triage
--
Avg Response
--
p50: --
Route Breakdown
RouteCountSuccessRateAvg ms
Loading...
Recent Routing Decisions
TimeRouteOutcomemsQuery
Loading...

API Keys

Alias Key Savings Created Actions
Loading keys...

Usage Analytics

Requests
--
Saved
--
Avg Duration
--
Median
--
P95
--
Route Breakdown
RouteCountSavedAvg DurLocal Tokens
No data yet — run some requests
Triage Classification
ClassCountAvg msSuccessRefused
No data yet
Response Times & Concurrency Last 24h
Request Log (click row to expand routing flow)
Time Key Route Duration Tokens Saved Trace
No requests yet — data starts fresh

Orchestrator Prompts

Edit the system prompts used by the orchestrator. Changes take effect on the next request.

Qwen Router Prompt
Decompose Prompt
Validate Prompt

Chat

Ephemeral conversation — history clears when the page is reloaded. Attach an image to exercise the vision route.

Say something to get started.

Maintenance Schedule

System maintenance tasks, last run status, and health checks.

Status Task Type Frequency Last Run Next Run Action
Loading maintenance status...

System Health Checks

CheckStatusDetails
Loading...