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Match Prediction Engine
Top models accuracy · top-tier VANGUARD 86.1%    SENTINEL 85.2%    STRONGHOLD 85.0%    TRIBUNAL 83.7%    NEXUS 82.9%    TIER3ELO 82.0%    TIERELO 79.8%    TIER2ELO 77.0%    HIGHORACLE 76.0%    ELOHQ 75.9%   
How to Read Model Confidence

What does 65% mean?

When a model predicts Team A at 65%, it means that in similar situations historically, Team A won about 65 out of 100 times. It's not a guarantee — it's a probability based on patterns the model has learned.

High confidence vs low confidence

80%+ — The model is very confident. One team has a clear advantage in skill, form, or matchup. These predictions are correct about 75-85% of the time.

60-70% — Moderate confidence. The favored team has an edge but upsets happen regularly. About 65% accuracy.

50-55% — Coin flip. The model sees no clear advantage. We hide these predictions (shown as 50/50) because they carry no useful signal.

Multiple models disagree — what now?

If ELO says 70% Team A but MIND says 60% Team B, the matchup is genuinely uncertain. Different models weigh different factors:

  • ELO models — pure skill rating based on past results
  • MIND — psychological factors (tilt, momentum, recovery)
  • SQUAD — individual player form and chemistry
  • SOS — strength of schedule (who they've beaten recently)

When models disagree, the match is likely to be close.

Why we only predict Top & Major tier

Our models achieve strong accuracy on top-tier matches where we have rich data about both teams. For lower-tier matches with unknown teams, predictions drop to ~50% — no better than a coin flip. We only show predictions where they add real value.

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Model of the Week W20 → W21, 2026 — STRONGHOLD (81.8%)
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Model of the Week W19 → W20, 2026 — STRONGHOLD (100.0%)
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