LLM Weather Report

Tracking raw LLM reasoning drift — pure endpoint, no agents

claude-haiku-4-5 lost common-sense-1; gemini-2.5-pro lost logic-1; gemini-2.5-pro lost math-1; gemini-2.5-pro lost spatial-1; gemini-2.5-pro lost causality-1; gemini-2.5-pro lost code-1; gemini-2.5-pro lost ambiguity-1; gemini-2.5-pro lost common-sense-1; gemini-2.5-flash lost logic-1; gemini-2.5-flash lost math-1; gemini-2.5-flash lost spatial-1; gemini-2.5-flash lost code-1; gemini-2.5-flash lost ambiguity-1; gemini-2.5-flash lost common-sense-1. gpt-5.4-mini dropped on spatial-1. gpt-5.4-mini failing spatial-1. gemini-2.5-flash recovering.

August 26, 2026 — 12:14 AM CT

Drift Alerts

Provider Status

Scorecard

Modelambiguity-1causality-1code-1common-sense-1logic-1math-1spatial-1
anthropic/claude-haiku-4-5✓ (4.5)✓ (4.5)✓ (5)✗ (3)was ✓ (3.33)✓ (5)✓ (5)✓ (5)
anthropic/claude-opus-4-6✓ (5)✓ (4.75)✓ (5)✓ (4.5)✓ (5)✓ (5)✓ (5)
anthropic/claude-sonnet-4-6✓ (4.5)✓ (5)✓ (5)✓ (4.25)✓ (5)✓ (5)✓ (5)
gemini/gemini-2.5-flash
gemini/gemini-2.5-pro
ollama/llama3
openai/gpt-5.4✓ (4.5)✓ (4.75)✓ (5)✓ (4.75)✓ (4.5)✓ (4.5)✓ (5)
openai/gpt-5.4-mini✓ (4.75)✓ (4.75)✓ (4.75)✓ (4.75)✓ (5)✓ (5)✗ (2)was 3.5

Model Status

Raw Data