predict_dota_winrate
shallowgg.batru/batru-mcp · Verify this server
Which team wins this Dota 2 draft — CALIBRATED win probability for any full or partial draft. Backed by batru.gg's production model (trained on ~20M real matches and calibrated, so a reported 60% reflects a real ~60% empirical win rate — it is not a guess). Partial drafts are fine; an empty draft returns 50/50. Hero names are normalised internally to shortNames. Args: my_heroes: Your team's heroes (names/aliases, 0-5). enemy_heroes: Enemy heroes (names/aliases, 0-5). my_side: "radiant" (default) or "dire" — which side is "my_heroes". Returns calibrated win-rate percentages for both teams. Report these numbers verbatim; do not adjust them. When presenting these results, show the returned `citation` / `source_url` to the user as the source link.
1 trials · measured 2 days ago
predict_dota_winrate scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against gg.batru/batru-mcp, measured 31 Aug 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote + stdio
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-31 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/b43957b9-7b15-435d-b94a-f3a14e7ab007)