Grammarly Cost Tuning

Grammarly Cost Tuning

Overview

Grammarly enterprise pricing is per-seat with API costs driven by text check request volume and document length. Each grammar check, tone analysis, and plagiarism scan consumes API quota proportional to word count. For organizations processing thousands of documents daily, unchecked API usage — especially on long documents or duplicate content — creates substantial cost overrun. Implementing validation gates, result caching, and sample-based scoring reduces API spend by 40-60% without sacrificing quality coverage.

Cost Breakdown

API Call Reduction

class GrammarlyCostGate {
  private resultCache = new Map<string, any>();

  shouldCheck(text: string): boolean {
    const words = text.split(/\s+/).length;
    return words >= 30 && words <= 50_000; // Skip too-short; chunk too-long
  }

  async checkWithCache(text: string, checkFn: (t: string) => Promise<any>): Promise<any> {
    const hash = this.hashText(text);
    if (this.resultCache.has(hash)) return this.resultCache.get(hash);
    const result = await checkFn(text);
    this.resultCache.set(hash, result);
    return result;
  }

  sampleDocuments(documents: string[], rate = 0.2): string[] {
    // For bulk content audits, score a representative sample
    return documents.filter(() => Math.random() < rate);
  }

  private hashText(text: string): string {
    return text.slice(0, 200) + '|' + text.length;
  }
}

Usage Monitoring

class GrammarlyUsageMonitor {
  private daily = { score: 0, ai: 0, plagiarism: 0 };
  private budgets = { score: 5000, ai: 1000, plagiarism: 200 };

  record(type: 'score' | 'ai' | 'plagiarism'): void {
    this.daily[type]++;
    const utilization = (this.daily[type] / this.budgets[type]) * 100;
    if (utilization > 80) {
      console.warn(`Grammarly ${type} budget ${utilization.toFixed(0)}% used: ${this.daily[type]}/${this.budgets[type]}`);
    }
  }

  getReport(): Record<string, { used: number; budget: number }> {
    return Object.fromEntries(
      Object.keys(this.daily).map(k => [k, {
        used: this.daily[k as keyof typeof this.daily],
        budget: this.budgets[k as keyof typeof this.budgets]
      }])
    );
  }
}

Cost Optimization Checklist

• Cache grammar check results for identical text
• Validate text length before sending (30-50K word range)
• Use sample-based scoring for bulk content audits (20% sample)
• Run plagiarism checks only on final drafts
• Chunk documents over 10K words into smaller segments
• Skip boilerplate sections (headers, footers, legal text)
• Limit AI rewrite suggestions to flagged passages only
• Set per-endpoint daily budget alerts at 80% threshold

Error Handling

Resources

• Grammarly Enterprise
• Grammarly Developer API

Next Steps

See grammarly-performance-tuning.

Source: jeremylongshore/claude-code-plugins-plus-skills → skills/.curated/grammarly-cost-tuning/SKILL.md

Also appears in: jeremylongshore/claude-code-plugins-plus-skills/plugins/saas-packs/grammarly-pack/skills/grammarly-cost-tuning/SKILL.md