Grounded US Sports Intelligence & Boxscore Analyst

Query live games, compare franchises and athletes, and run browser WebLLM analysis.

MatchQuarry Sports Intelligence CenterWebLLM / WebGPU Client Inference$0 Operating Cost Architecture

Client-Side WebGPU Inference + Deterministic Sports Fallback

WebLLM Browser ArchitectureZero Ollama / $0 Cloud Inference Cost100% Grounded in Verified Boxscores

MatchQuarry executes AI analysis directly inside your browser using @mlc-ai/web-llm and WebGPU. Model weights download only when you opt in and cache locally in browser IndexedDB. When WebGPU is unavailable or no model is loaded, the platform runs the instant Deterministic Verified Sports Intelligence Engine with zero hallucination risk.

WebGPU Hardware Status

Checking GPU...

Detecting navigator.gpu

Browser Memory & Cache

Standard RAM / IndexedDB Ready

Cached Models: 0

Active Execution Mode

Verified Deterministic Engine

Latency: <2ms Instant Local

Select Open-Source WebLLM ModelLicense: Apache-2.0

Parameters360M

Download215 MB

Est. VRAM380 MB

Fastest browser download, laptops, integrated GPUs, and instant boxscore Q&A.

Select Sports Intelligence Workflow (10 Grounded Capabilities)

All outputs cite verified local gamebooks, team hubs, and athlete tables

Query Parameters

Select Match / Boxscore

Question About This Match

AI-Assisted SummaryEngine: Apex Deterministic Boxscore Engine (Zero-Hallucination Grounded)

Mode: DETERMINISTIC_VERIFIED_ENGINE

Game Telemetry Q&A: KC @ BUF

Verified Consensus Market for KC @ BUF: Spread BUF -2.5 (Covered), Over/Under O/U 48.5 (Over 51), Moneyline KC +118 / BUF -138 (The Odds API Closing Line).

Verified Telemetry Takeaways

01Venue & Broadcast: Highmark Stadium (Orchard Park, NY) / Official Partner: CBS / Paramount+
02Game Leaders: J. Allen (BUF): 24/33, 286 YDS, 2 TD, 54 RUSH YDS | P. Mahomes (KC): 26/37, 294 YDS, 2 TD, 1 INT
03[Q4 02:14] (BUF) Josh Allen 19-yard scramble touchdown on 4th & 2 seals the two-possession edge. (BUF 27 - KC 24)
04[Q4 01:08] (BUF) Terrel Bernard intercepts deep sideline pass intended for Xavier Worthy at the BUF 22. (BUF 27 - KC 24)
05[Q3 05:40] (KC) Patrick Mahomes 14-yard touchdown pass to Travis Kelce off RPO seam glance. (KC 24 - BUF 20)

Structured Statistical Matrix

Metric / Category	Primary / Away	Comparison / Home	Advantage / Tag
Total Yards	KC: 368	BUF: 394	BUF
Passing Yards	KC: 282	BUF: 278	KC
Rushing Yards	KC: 86	BUF: 116	BUF
3rd Down Efficiency	KC: 6-13 (46%)	BUF: 8-14 (57%)	BUF
Turnovers	KC: 1	BUF: 0	KC
Time of Possession	KC: 27:42	BUF: 32:18	BUF

Verified Source Entities & Direct Inspection Links

Grounded strictly in Game ID nfl-kc-buf-2026 (VERIFIED_HISTORICAL). No unverified play-by-play or external assumptions.

[GAME]Match Center: KC @ BUF [TEAM]Kansas City Chiefs Hub [TEAM]Buffalo Bills Hub

Custom Dispatch & Boxscore Text Condenser

Paste any raw sports wire copy or game notes to extract a 3-bullet executive summary and automatic league classification.

Live Sports Wire Summarizer & League Classifier

Paste raw play-by-play, RSS feeds, or boxscore notes to auto-classify by US League and synthesize non-verbatim bullet highlights.

Ready to Synthesize Raw Sports Feeds

Click “Generate AI Summary” to run league classification, metric extraction, and non-verbatim story generation via /api/summarize.