🤖 AI benchmark: hit-rate of 7 models

Prematch Na żywo (in-play)

Seven external AI models (Hermes contour) independently analyze the same mecze — predicting the wynik (1X2), total (Powyżej/Poniżej), both drużyny to wynik (BTTS) and the exact wynik. Here we honestly compare their typy against the real result after the final whistle and combine everything into a single accuracy rating. An informational and analytical snapshot, not betting advice.

⚠️ Data is still accumulating — counting starts from 09.07.2026, so all models are compared on the same events (early test typy are excluded). The sample is still small and not representative. Right now the snapshot holds 13 mecz(es), 25 settled AI typy (Hokej). The figures below are N, not «a percentage you can trust»: the more mecze are played out, the more reliable the snapshot becomes. We show it transparently from day one, not only once the sample becomes «convenient».

Wszystkie sporty Piłka nożna Tenis Koszykówka Siatkówka Hokej Tenis stołowy

Leaderboard · Hokej

Model	N (settled)	1X2	Podwójna szansa (1X)	Total gole	BTTS	Exact wynik	Composite accuracy
Google AI	13	69.2%(9/13)	69.2%(9/13)	46.2%(6/13)	76.9%(10/13)	0.0%(0/13)	48.1%(25/52)
Claude	12	50.0%(6/12)	50.0%(6/12)	58.3%(7/12)	75.0%(9/12)	0.0%(0/12)	45.8%(22/48)
DeepSeek	0	—	—	—	—	—	—
ChatGPT	0	—	—	—	—	—	—
Qwen	0	—	—	—	—	—	—
Kimi	0	—	—	—	—	—	—
GLM 5.2	0	—	—	—	—	—	—

grey — sample <5, not representative; «—» — the model has not made a settled typ yet.

Podwójna szansa (1X) — the same typ counts as a wygrana if the chosen side won or the mecz drew. Of the 1X2 losses in football/hockey: 0 draws, 10 underdog (total settled 1X2 typy in these sports: 25, double chance combined 60.0% (15/25)). The models almost always take the favorite and don't bet on a remis — double chance shows how many bets are eaten specifically by draws.

Composite accuracy — the share of correct typy w all pokazano rynki together: (sum of correct typy) ÷ (sum of all settled typy) w the rynki 1X2 + Total gole + BTTS + Exact wynik. Each rynek-typ weighs equally. This is hit-rate, not profitability — for money/ROI by model see /ai-agent. Total: a push (wynik exactly na kursie) is excluded from the denominator. BTTS is checked against whether both drużyny scored. «Exact wynik» — the full final wynik was guessed correctly (H and A matched); typy with no recognized wynik do not count toward the denominator. Podwójna szansa (1X): a typ counts as a wygrana if the chosen side won OR it was a remis — it accounts for frequent draws that «eat» bets on the favorite. This metric is informational and is not included in composite accuracy.

Composite model rating · all rynki · Hokej

Bar height = the model's composite accuracy w all applicable rynki on the current sample. Sorted from best to worst.

48.1% (25/52)

Gemini 3.5 Flash

45.8% (22/48)

Opus 4.8

—

DeepSeek V4 Pro

brak danych

—

GPT 5.5

brak danych

—

Qwen 3.7 Plus

brak danych

—

Kimi 2.6

brak danych

—

GLM 5.2

brak danych

Bars are AI models by version; grey/dimmed — sample <5, not representative. The snapshot is informational, not betting advice.

Accuracy by rynek · Hokej

Where each model is strong: one mini-bar per applicable rynek, with the percentage and (hits/sample).

Google AI Composite 48.1%

1X2

69.2% (9/13)

Total gole

46.2% (6/13)

BTTS

76.9% (10/13)

Exact wynik

0.0% (0/13)

Claude Composite 45.8%

1X2

50.0% (6/12)

Total gole

58.3% (7/12)

BTTS

75.0% (9/12)

Exact wynik

0.0% (0/12)

DeepSeek Composite —

1X2

—

Total gole

—

BTTS

—

Exact wynik

—

ChatGPT Composite —

1X2

—

Total gole

—

BTTS

—

Exact wynik

—

Qwen Composite —

1X2

—

Total gole

—

BTTS

—

Exact wynik

—

Kimi Composite —

1X2

—

Total gole

—

BTTS

—

Exact wynik

—

GLM 5.2 Composite —

1X2

—

Total gole

—

BTTS

—

Exact wynik

—

The model's favorite by 1X2 = the max of P1/X/P2 in its probabilities; for sports without a remis (tennis, volleyball, etc.) the «X» option doesn't participate. grey — sample <5, not representative. Not betting advice.