EDGEnavi series @ 0.54 → model 0.71 (+17pts)//FILLfaze map_2 sold 0.62 (+$0.34/share)//LIVEg2 vs vitality · bo3 · map_1 inferno · 7-5//EDGEspirit o 2.5 maps @ 0.41 → model 0.58//DEMOparsed 14,328 rounds · 2,104 demos · last 24h//FILLmouz series win @ 0.48 (+$0.19/share)//LIVEcloud9 vs astralis · cache · 11-9 ct//EDGEnavi series @ 0.54 → model 0.71 (+17pts)//FILLfaze map_2 sold 0.62 (+$0.34/share)//LIVEg2 vs vitality · bo3 · map_1 inferno · 7-5//EDGEspirit o 2.5 maps @ 0.41 → model 0.58//DEMOparsed 14,328 rounds · 2,104 demos · last 24h//FILLmouz series win @ 0.48 (+$0.19/share)//LIVEcloud9 vs astralis · cache · 11-9 ct//
v2.6.0 · build_20260501//cache · mirage · inferno · nuke · ancient · anubis · dust2

~/fragsight $

trade cs2 prediction markets using proprietary ml models trained on 14,328 parsed demos. detect mispriced markets, chain conditional orders, execute on polymarket — no manual intervention.

════════════════════════════════════════════════════════════════════════
14,328
demos parsed
+62.4%
edge roi ytd
2.4ms
round latency
0.00%
house edge
~/live/navi_vs_faze.demo
● LIVEBO3
CTNAVI7
map_1 · mirage01:12
5FaZeT
series_winner
NAVI
████████████░░░░░░░░
62%
FaZe
████████░░░░░░░░░░░░
38%
total_maps
O 2.5
████████████░░░░░░░░
58%
U 2.5
████████░░░░░░░░░░░░
42%
EDGEnavi map_1 model 0.71 vs market 0.54+17pts
[ 01 ]// ml_predictions.exe────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────

ml-powered match predictions

proprietary models predict round, map, and series outcomes more accurately than the market. round-by-round updates as the live demo streams.

model.predict(navi_vs_faze)
v2.6
matchupnavi vs faze_clan
formatbo3
map_poolmirage · inferno · cache
state● live · map_1 · 7-5 ct
map_1 — mirage
NAVI
███████████████░░░░░░░░░░░
57%
FaZe
███████████░░░░░░░░░░░░░░░
43%
map_2 — inferno
NAVI
█████████████████░░░░░░░░░
64%
FaZe
█████████░░░░░░░░░░░░░░░░░
36%
map_3 — cache if_played
NAVI
████████████░░░░░░░░░░░░░░
48%
FaZe
██████████████░░░░░░░░░░░░
52%
signals.tail -f
stream
01:12:04[ROUND]navi pistol round_2 win · econ +$3,400
01:11:48[MODEL]series_winner navi 0.71 (Δ +0.04)
01:11:33[MARKET]polymarket navi 0.54 → 0.56
01:11:09[EDGE]navi series_win @ 0.54, model 0.71 = +17pts
01:10:52[ROUND]faze t_side stack b · 4v3 lost
01:10:14[DEMO]ingest mirage_navi_2026_05_01 · 248 rounds
01:09:58[MODEL]map_1_winner navi 0.57 → 0.62
01:09:30[MARKET]polymarket map_1 navi 0.51
$
[ 02 ]// strategy.chain()────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────

trade the edge our models find

when fragsight's models diverge from polymarket prices, it chains conditional orders. react to map scores, round outcomes, and live odds — automatically.

strategy/navi_2026_05_01.fs
[ ARMED ]
[01]trigger
when navi wins map_1
mirage 13-9
──→
[02]buy
buy navi series_win
$0.54
model 0.71 · market 0.54
──→
[03]trigger
when navi leads map_2
inferno 10-5 ct
──→
[04]sell
sell navi series_win
$0.88
take profit
──→
[05]profit
+$0.34/share
+63% realized
expected_value
+$0.34/share
max_drawdown
-$0.18/share
simulated_winrate
71.2%
size
$2,400
[ 03 ]// how_it_works.md────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────

three commands. one trading edge.

01
./predict

fragsight's ml models continuously analyze live match data and historical demos. when our predictions diverge from polymarket prices, we surface the edge in real time.

$ model.fit(demos.parse('*.dem'))
02
./build_strategy

chain triggers, buys, and sells into conditional order strategies — react to map scores, round outcomes, and live odds movements automatically.

$ strategy.chain([trigger, buy, sell])
03
./auto_execute

your strategy runs automatically on polymarket's clob. no manual intervention — fragsight monitors matches and executes when conditions hit.

$ strategy.deploy(wallet=user)
[ 04 ]// why_fragsight.txt────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────

built for traders who watch demos.

proprietary_ml_models

trained on thousands of parsed cs2 demos. our models predict round, map, and series outcomes — surfacing edges the market misses.

round_by_round_updates

models retrain on the live demo stream. predictions update every round, every kill, every utility usage.

no_house_edge

trade peer-to-peer on polymarket. no bookmaker margin — odds are set by the market, not the house.

full_custody

your wallet, your funds. withdraw anytime, no minimums. built on polymarket's transparent, on-chain infrastructure.