TIMESFM 2.0 ZERO-SHOT PRICE & DEMAND ENGINE
INFERENCE LATENCY: 34ms
CHECKPOINT: google/timesfm-2.0-500m-pytorch
Zero-Shot Context Window: 512 tokens
Horizon: 30D / 60D / 90D
Data Source: eBay Sold API + Etsy Scrape + Live Pop-Up Sales
Liquidity Velocity
speed
14.2d
-3.8d vs 30d
Median turnover across active inventory
Projected 60D Delta
trending_up
+$1,180.40
+17.2%
Baseline cost basis: $1,420.50 (seasonal swing)
Demand Anomalies
warning
3 Spikes
CRITICAL
Cadmium Glass, Synths, Carhartt Canvas
TimesFM Confidence
verified
94.6%
p50-MAPE: 4.8%
Backtested over 428 liquidated vintage lots
SKU: C01-006
LOC: CRATE C01 // SHELF 3
CATEGORY: MCM ART GLASS
1960s Viking Glass 22" Epic Six-Petal Swung Vase (Persimmon)
Hand-gathered lead glass, vibrant cadmium glow under 365nm UV, undamaged mouth rim.
Cost Basis
$8.50
Current List
$115.00
show_chart
TimesFM Quantile Forecast Cone
T-90d Historical Sold Comps → T+60d Inference Projection
Sold Comps (eBay / Etsy)
p50 Median Projection
p10 - p90 Confidence Interval
Historical Low-Pass Filter
Current Storefront ($115.00)
ESTIMATED PRICE AXIS (USD)
ZERO-SHOT TIMESFM AUTONOMOUS SPREAD
local_fire_department
PROJECTED PEAK: Holiday MCM Surge
Recommended Price Target: $128.00 (+11.3%)
Expected Velocity at Target: 14.5 Days
-90D (Aug 15)
-60D (Sep 15)
-30D (Oct 15)
NOW (Nov 15)
+15D
+30D (Dec 15)
+60D (Jan 15)
tune Price Elasticity & Liquidity Simulation
Evaluate predicted clearance velocity against gross dollar margin for SKU C01-006.
Aggressive Liquidation
flash_on
$95.00
Est. Days to Sell: 3 Days
Profit ($8.50 Basis):
+$86.50 (+1017%)
Current List Price
ACTIVE
$115.00
Est. Days to Sell: 11 Days
Profit ($8.50 Basis):
+$106.50 (+1252%)
Patient Collector Target
diamond
$135.00
Est. Days to Sell: 38 Days
Profit ($8.50 Basis):
+$126.50 (+1488%)
smart_toy
3 ACTIONABLE
Algorithmic Queue
Discrepancies identified between current store tags and real-time secondary clearing benchmarks.
APP01-08
BIN D-04
1980s Carhartt J97 Detroit
Signal:
Fall/Winter Workwear Surge
Current → Target:
$180.00 → $215.00 (+$35.00)
C03-001
VAULT A
Roland TR-606 Drumatix
Signal:
Synth Collector Scarcity Peak
Strategy:
Hold $590.00 (Save buyer $65 fees)
C01-005
CRATE C01
Dansk Kobenstyle 2qt Yellow
Signal:
Yellow Enamel Velocity Plateau
Action:
Mark down to $89.00 (-$6.00)
hub
TIMESFM LATENT VECTORS
Category Momentum
Mid-Century Art Glass
+28.4% (Bullish)
Mean Clearance: 8.2 days
Volume: 64 Comps/mo
Vintage Heavyweight Denim/Duck
+41.2% (Peak)
Mean Clearance: 5.1 days
Volume: 182 Comps/mo
Graded Vintage Baseball (1970s)
+6.8% (Stable Store)
Mean Clearance: 21.0 days
Volume: 94 Comps/mo
Analog Drum Machines & Synths
+15.5% (High Premium)
Mean Clearance: 14.5 days
Volume: 22 Comps/mo
Mid-Century Lighting & Brass
-2.1% (Neutral)
Mean Clearance: 18.2 days
Volume: 41 Comps/mo
INFERENCE CLUSTER: LOCAL ACCELERATOR
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