Measure What Matters
Writing analytics that show your real habits — streaks, session tracking, productivity stats, and goals. Plus Etherforce benchmarks to measure AI performance.
Writing Activity
Productivity
- Try setting smaller, achievable word count goals to build momentum
- Consider longer writing sessions for better flow and focus
Recent Sessions
Goals
Writing Streaks
Track consecutive writing days with a streak counter. Visual motivation that keeps you coming back — and a personal best to beat.
Activity Charts
Bar charts showing word output over 7, 14, or 30 day windows. See your writing rhythm — which days you write most, which sessions produce the most words.
Productivity Stats
Average words per session, average session length, words per minute. Hard data about your writing habits, not guesses.
Session Tracking
Every writing session is automatically tracked — start time, end time, word count, document worked on. Review your recent sessions to understand your patterns.
Goals
Set word count targets — daily, weekly, per-project, or per-document. Track progress with visual indicators and completion percentages.
Know Your AI's Performance
Benchmark any LLM against writing-specific tests. Objective scores, not vibes.
Grammar needs work (avg 13/100). 102 violations across prompts — review grammar details for patterns.
Lore integration is passable (avg 78/100). Found 10 inconsistencies — the model sometimes deviates from established lore.
Instruction following is reliable (avg 100/100) — output length consistently matches requested ranges.
Speed is moderate: 72.6 t/s average, 9.6s average response time.
Click "Generate Analysis" for detailed agent insights.
Model Benchmarking
Run standardized tests against any LLM provider. Measures ProseGuard compliance, factual recall, lore integration, worldbuilding quality, character dialogue, and scene continuation.
Score Trends
Track model performance across multiple runs. See if accuracy improves or degrades over time. Compare models head-to-head on the metrics that matter for your writing.
Agent Analysis
Per-agent performance breakdowns — grammar accuracy, lore integration, instruction following, and speed. Know exactly how your AI partners are performing.