System Telemetry LIVE RADAR
Autonomous intelligence pipelines, AI quota vitals, and database health.
AI SURVEILLANCE
11 CALLS
Daily Limit (1,500)
0.7%
EST. MONTHLY COST
$0.01
Calls This Month
274
L2 PERSISTENT CACHE
579 ENTRIES
Zero-Cost Hits
L2 SQLITE
MARKET ARCHIVE
339
24H Analyzed
OPTIMAL
INGESTION PIPELINE STATUS
Reddit r/gundeals
OAuth PRAW API (new & hot streams)
OK
Last: 2026-11-14 02:06:48
Gun.Deals Feed
Tiered Stealth (/today 15m + popular/relevancy/rating 1h)
OK (Today 15m)
Last: 2026-11-14 02:06:51
CaliberKing Deals
Clearance Sweeper (/gun-deals & /ammo-deals)
OK
Last: 2026-11-14 01:19:48
Active Stock / OOS Verifier
Visibility-scoped OOS sync (Gun.Deals <=5/cycle, Reddit API, CaliberKing)
OK (Quiet Hours 01-08h, Reddit OOS:0)
Last: 2026-11-14 02:07:02
CaliberKing Benchmarks
180-Day Rolling Price Benchmarks
OK
Last: 2026-11-13 19:46:10
Armory Bot Master Sweep
15-Minute Global Loop Dispatcher
OK
Last: 2026-11-14 02:07:02
AI RECONNAISSANCE ENGINE
ACTIVE FOUNDATION MODEL
OFFICIAL SDK
Gemini 3.8 Flash
Google GenAI Client with automatic structured JSON outputs and L2 caching.
DAILY QUOTA CONSUMPTION
11 / 1,500
Safe Operating Zone
0.7% Quota Used
BURST SAFETY CEILING
MAX 30 INFERENCES / 15-MIN CYCLE
CALIBERKING 90-DAY ROLLING BENCHMARKS
Live baseline used for vibe-check clearance valuation
.223 Rem
90D AVG
39.3¢/rd
180D Range:
36.6¢-41.2¢
12ga
90D AVG
32.9¢/rd
180D Range:
19.3¢-63.7¢
22lr
90D AVG
7.5¢/rd
180D Range:
6.5¢-8.0¢
300BLK SUBS
90D AVG
56.7¢/rd
180D Range:
52.6¢-63.6¢
300BLK SUPERS
90D AVG
56.7¢/rd
180D Range:
52.6¢-63.6¢
300blk
90D AVG
56.7¢/rd
180D Range:
52.6¢-63.6¢
308
90D AVG
82.9¢/rd
180D Range:
77.6¢-88.3¢
357mag
90D AVG
51.8¢/rd
180D Range:
46.5¢-53.0¢
380
90D AVG
29.9¢/rd
180D Range:
28.5¢-35.8¢
45acp
90D AVG
37.1¢/rd
180D Range:
35.8¢-38.8¢
5.56 NATO
90D AVG
44.4¢/rd
180D Range:
43.2¢-45.4¢
5.56 Performance
90D AVG
44.4¢/rd
180D Range:
43.2¢-45.4¢
6.5cm
90D AVG
97.0¢/rd
180D Range:
89.8¢-112.4¢
7.62x39
90D AVG
56.5¢/rd
180D Range:
54.9¢-63.0¢
9mm
90D AVG
22.4¢/rd
180D Range:
20.1¢-25.1¢
RECENT AI INFERENCE DECISIONS
evaluate_gundeals_hidden_gem
Sig Sauer P938 Legion 9mm 3" 7rd Pistol, 3 Mags, G10 Grips, X-Ray 3, Ambi Safety, Gray / Black - $69
2026-11-14 02:06:59
evaluate_gundeals_hidden_gem
Sig Sauer Elite V-Crown Nickel Plated Brass .40 S&W 165-Grain 20-Rounds JHP - $15.99
2026-11-14 00:49:08
evaluate_gundeals_hidden_gem
Sig Sauer Tango-MSR 1-6x24mm LPVO Rifle Scope + Foxtrot-MSR Compact Rifle Light Package - $288.88
2026-11-13 23:46:00
evaluate_gundeals_hidden_gem
Sig Sauer P365X Shark Coast Tactical Debacle 9mm 3.1" 10rd Pistol w/ RomeoX Red Dot - $631.43
2026-11-13 23:29:32
evaluate_gundeals_hidden_gem
Shark Coast Tactical Sig Sauer P365X Debacle 9mm 3.7" 10rd Threaded w/ ROMEOx Red Dot - $599.92
2026-11-13 23:13:37
categorize_deals_batch_ai
Batch of 1 deals
2026-11-13 22:18:25
evaluate_screaming_deal
[OPTIC] Vortex Strike Eagle 5-25x56 FFP EBR-7C MRAD Riflescope 34mm - $499.99 + TAX, FREE S/H
2026-11-13 22:09:50
evaluate_gundeals_hidden_gem
RebateBeretta 20X Bobcat "Do It Yourself", .22lr, 2.8" Threaded Barrel, 1- 8rd Magazine, Pistol w/ S
2026-11-13 21:21:22
evaluate_gundeals_hidden_gem
Kimber 2k11 Target, 9mm, 5" Barrel, 3 Magazines, Trijicon SRO Included, Pistol - $2388.88
2026-11-13 21:21:14
evaluate_gundeals_hidden_gem
RebateBeretta APX A1 Compact, 9MM, 3.70" Barrel, 15 Rds, Black - $350 ($250 after MIR)
2026-11-13 20:34:16
evaluate_gundeals_hidden_gem
RebateBERETTA 92G Elite 9mm 4.7" 10rd - Black - $1679 ($1579.99 after Rebate) (FREE Shipping on Fire
2026-11-13 19:31:05
analyze_deal_comments
[Handgun] Arex Delta M Gen 2 OR 9mm 4" FDE | $250 w/ ~$20 Shipping
2026-11-13 18:27:45
evaluate_screaming_deal
[Handgun] Arex Delta M Gen 2 OR 9mm 4" FDE | $250 w/ ~$20 Shipping
2026-11-13 18:27:38
categorize_deals_batch_ai
Batch of 2 deals
2026-11-13 17:27:50
evaluate_gundeals_hidden_gem
Sig Sauer Romeo MSR Red Dot Gen II - $79.99
2026-11-13 17:24:42