SCAFFOLD · ROUTING

Compound AI inference telemetry · live from Supabase routing_events

LIVE · refreshes every 30s · last update 0s ago · tick 0
EVENTS ROUTED
52
last 200 decisions
CUMULATIVE COST
$1.3591
all providers
SAVED vs. EDIT-ONLY
$0.7209
35% cheaper than baseline
SELF-HEAL RATE
3.8%
2 retries fired

gemma routing intelligence · Gemma 3 4B (Fireworks)

gemma calls
16
live decisions
2
path overrides
2
avg confidence
0.78
on live decisions

Before every routed generation, Gemma reasons over the product and scene to recommend edit vs. compose — catching high-risk products (reflective, transparent, logo-heavy) before an expensive edit-path attempt is wasted on one likely to fail verification. Falls back to the static scene default whenever Gemma is unavailable or under-confident, so routing never breaks.

path breakdown

COMPOSE
rembg + FLUX Schnell + sharp
events
22
avg cost
$0.0056
avg latency
8.7s
avg verify score
0.910
EDIT
FLUX Kontext Pro (Replicate)
events
30
avg cost
$0.0400
avg latency
11.7s
avg verify score
0.887

verification score distribution · Kimi K2.6 (Fireworks)

0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
0.0 (different product)0.72 (pass threshold) →1.0 (pixel-identical)

recent events · latest 20

timescenepathcostlatencyverifygemmakimi note
23:49:50wood-shelfedit$0.040010.7s0.80
agreed0.00
unknown
The power bank’s shape, proportions, port layout, power button with LED ring, fo
23:40:28lifestyle-homeedit$0.04009.9s0.90
agreed0.00
unknown
The product identity is clearly preserved. The power bank retains the same recta
00:40:21wood-shelfedit$0.04009.4s0.90
agreed0.00
unknown
The power bank’s core identity is clearly preserved. The rectangular aluminum ch
00:17:58marble-flatlaycompose$0.00102.7s0.90
agreed0.00
unknown
The generated image preserves the product identity very well. The distinctive bo
00:10:28colorful-popcompose$0.00103.5s0.90
agreed0.00
unknown
The generated image clearly preserves the Smirnoff No. 21 Vodka bottle identity.
23:58:44moody-darkcompose$0.00102.8s0.90
agreed0.00
unknown
The product identity is clearly preserved. The distinctive Smirnoff No. 21 bottl
23:27:24lifestyle-homeedit$0.04009.7s0.90
agreed0.00
unknown
The generated image faithfully preserves the Smirnoff No. 21 Vodka bottle identi
11:57:23natural-outdooredit$0.040010.0s0.90
agreed0.00
unknown
The Smirnoff bottle’s core identity is clearly preserved: the clear glass shape,
11:41:18wood-shelfedit$0.04009.1s0.70—The bottle shape, red cap, and core label elements (SMIRNOFF banner, crown, No.
11:41:18wood-shelfcomposefallback$0.044012.7s0.90
agreed0.00
unknown
The generated image preserves the Smirnoff bottle's identity with high fidelity.
21:15:55lifestyle-homeedit$0.04009.2s0.90
agreed0.00
unknown
The product identity is clearly preserved. The distinctive square black bottle,
21:11:25moody-darkcompose$0.00102.7s0.90
agreed0.00
unknown
The product identity is clearly preserved. The distinctive square black bottle s
21:05:35lifestyle-homeedit$0.040010.2s0.90
agreed0.00
unknown
The generated image faithfully preserves the product identity of the Chanel Coco
21:05:11studio-whitecompose$0.001014.7s0.90
agreed0.00
unknown
The generated image preserves the product identity extremely well. The bottle sh
21:04:31studio-whitecompose$0.00103.4s0.90
agreed0.00
unknown
The generated image preserves the product identity very well. Both watches maint
18:57:56lifestyle-homeedit$0.040010.0s0.90
overrode0.75
none
The generated image faithfully preserves the Chanel Coco Noir bottle identity. T
18:57:31studio-whitecompose$0.00104.1s0.90
overrode0.80
unknown
The product identity is clearly preserved. The generated image accurately mainta
20:20:07lifestyle-homeedit$0.04009.7s0.90—The product identity is clearly preserved. The power bank's shape, proportions,
15:13:58wood-shelfedit$0.040010.0s0.90—The generated image clearly preserves the product identity of the speckled tan c
15:09:32minimal-pastelcompose$0.001018.8s0.90—The product identity is clearly preserved. The distinctive square bottle shape,