LLM Weather Report

Tracking raw LLM reasoning drift — pure endpoint, no agents

gemini-2.5-flash failing causality-1. gpt-5.4-mini, claude-haiku-4-5, gemini-2.5-pro, gemini-2.5-pro, gemini-2.5-pro, gemini-2.5-pro, gemini-2.5-pro, gemini-2.5-pro, gemini-2.5-pro, gemini-2.5-flash, gemini-2.5-flash, gemini-2.5-flash, gemini-2.5-flash, gemini-2.5-flash, gemini-2.5-flash, gemini-2.5-flash recovering.

August 26, 2026 — 5:15 AM CT

Drift Alerts

Provider Status

Scorecard

Modelambiguity-1causality-1code-1common-sense-1logic-1math-1spatial-1
anthropic/claude-haiku-4-5✓ (4.33)✓ (4.67)✓ (4.67)✓ (3.33)was ✗ (3)✓ (5)✓ (5)✓ (5)
anthropic/claude-opus-4-6✓ (4.83)✓ (4.83)✓ (4.67)✓ (4.33)✓ (5)✓ (5)✓ (5)
anthropic/claude-sonnet-4-6✓ (4.33)✓ (4.67)✓ (4.33)✓ (4)✓ (5)✓ (5)✓ (5)
gemini/gemini-2.5-flash✓ (4.83)was ✗ ()✗ (2.33)was ✓ ()✓ (4.83)was ✗ ()✓ (4.67)was ✗ ()✓ (5)was ✗ ()✓ (5)was ✗ ()✓ (5)was ✗ ()
gemini/gemini-2.5-pro✓ (4.67)was ✗ ()✓ (4.83)was ✗ ()✓ (4.67)was ✗ ()✓ (5)was ✗ ()✓ (5)was ✗ ()✓ (4.83)was ✗ ()✓ (5)was ✗ ()
ollama/llama3
openai/gpt-5.4✓ (4.5)✓ (5)✓ (4.67)✓ (4.33)✓ (4.67)✓ (3.67)✓ (5)
openai/gpt-5.4-mini✓ (4.67)✓ (4.83)✓ (4.67)✓ (4.5)✓ (5)✓ (4.67)✓ (5)was ✗ (2)

Model Status

Raw Data