MQ
MODELQUEST
choose the right AI for the quest
Grok 4.5 · API · High effort
Evidenceacceptedthird_party_leaderboard

Chatbot Arena / LMArena human preference

Chatbot Arena mirror (openlm.ai) — Grok-4.5

ev_2026_07_grok45_arena

Result
1505
Confidence B
Tested
2026-07-11
Runs
1
Configuration

How it was measured

Exact model
grok-4.5
Reasoning
high
Agent harness
none
Tool access
chat surface
Prompting
anonymous pairwise battles

PRIMARY CHA — Arena preference Elo.

Caveats

Known limitations

  • Style/personality biases; Grok voice is product-distinct.
  • Confirm LMArena at freeze; vote counts may still be thin post-launch.
Weighting

Evidence weight factors

The engine weights each evidence row by these factors (0–1) when fusing scores — higher is more trusted.

relevance0.90
quality0.85
recency1.00
health0.85
comparability0.75
reliability0.80
Benchmark

Chatbot Arena / LMArena human preference

Blind pairwise human preference battles aggregated into Elo ratings for chat quality, style, and helpfulness under real user prompts.

Benchmark source →