Visible tradeoffsThis is a combined signal, so it bundles multiple inputs and should not be treated as one clean test.
source
Artificial Analysis
metric
Index (index)
judge
Combined
direction
higher better
group id
aa_intelligence_current
domain
Chat / text
What it measures vs what it misses
✓ Measures
Text-focused benchmark performance across several tasks.
✗ Misses
Multimodal quality unless separate tracks are selected.
Why this countsIt tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.Same-test ruleThis percentile only compares models inside the exact benchmark/version group shown here. It is not a universal score.What it missesIt does not prove deeper reasoning, tool use, or enterprise workflow reliability.
Leaderboard · this benchmark version
#1 · Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)
AA · Oct 4, 2026
Source label: Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)
Verified against the public LLMBase Mistral Nemo page, which states that benchmark values are sourced from Artificial Analysis where available. Checked 2026-04-19. Verification: manual_public_page_verification.
Verified against the public Artificial Analysis model overview page for Magistral Medium 1.2. Checked 2026-04-19. Verification: manual_public_page_verification.
Verified against the public Artificial Analysis model overview page for Magistral Small 1.2. Checked 2026-04-19. Verification: manual_public_page_verification.