gamma-cost-tuning

v2026.09.24

Optimize Gamma usage costs and manage API spending. Use when reducing API costs, implementing usage quotas, or planning for scale with budget constraints. Trigger with phrases like "gamma cost", "gamma billing", "gamma budget", "gamma expensive", "gamma pricing".

GitHub
Install command
npx skhub add jeremylongshore/gamma-cost-tuning
Markdown
SKILL.md

Gamma Cost Tuning

Output

Record the measurement window, aggregate usage, approved plan/workflow decision, owner, verification date, and rollback state. Do not include private presentation content, billing credentials, or user data.

Examples

Use a fictional staging workspace to compare aggregate usage after an approved asset or workflow change, then promote only when the owner accepts the evidence and publishing/privacy behavior is unchanged.

Overview

Optimize Gamma API usage to minimize credit consumption. Gamma uses a credit-based billing system where costs are driven by image generation model tier and content complexity. API access requires Pro or higher subscription.

Prerequisites

  • Active Gamma Pro/Ultra/Teams/Business subscription
  • Understanding of credit system
  • Completed gamma-install-auth setup

Gamma Credit System

Image Model Tiers

TierCredits per ImageQuality Level
Standard2-15Good for internal/draft presentations
Advanced20-33Higher quality, more detail
Premium34-75Best quality images
Ultra30-125Highest fidelity, photorealistic

Card text generation also costs credits based on the AI model used.

Plan Comparison

FeatureProUltraTeamsBusiness
Monthly creditsIncludedMore creditsTeam poolCustom
API accessYesYesYesYes
Max cardsStandardUp to 75StandardCustom
Ad-hoc credit purchaseYesYesYesYes
Auto-rechargeYesYesYesYes

Instructions

Step 1: Track Credit Usage

// src/gamma/cost-tracker.ts
interface UsageEntry {
  generationId: string;
  creditsUsed: number;
  outputFormat: string;
  timestamp: Date;
}

class CreditTracker {
  private usage: UsageEntry[] = [];

  record(entry: UsageEntry) {
    this.usage.push(entry);
  }

  getDaily(): { total: number; count: number; avg: number } {
    const today = new Date().toDateString();
    const todayUsage = this.usage.filter(
      (u) => u.timestamp.toDateString() === today
    );
    const total = todayUsage.reduce((sum, u) => sum + u.creditsUsed, 0);
    return {
      total,
      count: todayUsage.length,
      avg: todayUsage.length > 0 ? Math.round(total / todayUsage.length) : 0,
    };
  }

  getMonthly(): { total: number; count: number } {
    const thisMonth = new Date().getMonth();
    const monthUsage = this.usage.filter(
      (u) => u.timestamp.getMonth() === thisMonth
    );
    return {
      total: monthUsage.reduce((sum, u) => sum + u.creditsUsed, 0),
      count: monthUsage.length,
    };
  }
}

// Track after each generation
const tracker = new CreditTracker();

async function generateTracked(gamma: GammaClient, request: GenerateRequest) {
  const { generationId } = await gamma.generate(request);
  const result = await pollUntilDone(gamma, generationId);

  tracker.record({
    generationId,
    creditsUsed: result.creditsUsed ?? 0,
    outputFormat: request.outputFormat ?? "presentation",
    timestamp: new Date(),
  });

  return result;
}

Step 2: Optimize Image Costs

The biggest cost driver is image generation tier. Reduce costs by:

// EXPENSIVE: default image settings (may use Advanced/Premium tier)
await gamma.generate({
  content: "Company quarterly review",
  outputFormat: "presentation",
  // No imageOptions = AI chooses model tier
});

// CHEAPER: explicitly use standard tier when quality isn't critical
await gamma.generate({
  content: "Company quarterly review",
  outputFormat: "presentation",
  imageOptions: {
    style: "simple flat illustration", // Simpler styles use fewer credits
  },
});

// CHEAPEST: text-focused, minimal images
await gamma.generate({
  content: "Company quarterly review",
  outputFormat: "document", // Documents typically use fewer images
  textAmount: "detailed",   // Focus on text, not visuals
});

Step 3: Use Templates to Reduce Regeneration

// WASTEFUL: regenerating entire presentations for minor content changes
for (const client of clients) {
  await gamma.generate({
    content: `Proposal for ${client.name}: ${fullProposalText}`,
    outputFormat: "presentation",
  });
  // Each generation costs full credits
}

// EFFICIENT: use templates for repeated structures
// Create a one-page template gamma in the app
// Then generate variations with targeted prompts
for (const client of clients) {
  await gamma.generateFromTemplate({
    gammaId: "template_proposal_id",
    prompt: `Customize for ${client.name}. Focus on ${client.industry}.`,
    exportAs: "pdf",
  });
  // Template generations can be more cost-effective
}

Step 4: Budget Alerts

// src/gamma/budget.ts
const MONTHLY_BUDGET = 5000; // credits
const ALERT_THRESHOLDS = [0.5, 0.75, 0.9, 1.0]; // 50%, 75%, 90%, 100%

async function checkBudget(tracker: CreditTracker) {
  const { total } = tracker.getMonthly();
  const percentUsed = total / MONTHLY_BUDGET;

  for (const threshold of ALERT_THRESHOLDS) {
    if (percentUsed >= threshold) {
      await sendAlert(
        `Gamma budget ${(threshold * 100)}% used: ${total}/${MONTHLY_BUDGET} credits`
      );
    }
  }

  // Hard stop at 100%
  if (percentUsed >= 1.0) {
    throw new Error(`Monthly Gamma budget exceeded: ${total}/${MONTHLY_BUDGET} credits`);
  }
}

Step 5: Caching to Avoid Regeneration

// Cache generation results to avoid paying twice for same content
import NodeCache from "node-cache";

const generationCache = new NodeCache({ stdTTL: 86400 }); // 24 hour TTL

async function generateCached(
  gamma: GammaClient,
  request: GenerateRequest
): Promise<GenerateResult> {
  // Create cache key from request parameters
  const key = JSON.stringify({
    content: request.content,
    outputFormat: request.outputFormat,
    themeId: request.themeId,
    textMode: request.textMode,
  });

  const cached = generationCache.get<GenerateResult>(key);
  if (cached) {
    console.log("Cache hit — skipping generation");
    return cached;
  }

  const result = await generateAndWait(gamma, request);
  generationCache.set(key, result);
  return result;
}

Cost Reduction Summary

StrategyCredit SavingsImplementation
Standard image tier50-80% on imagesSet imageOptions.style to simpler styles
Templates over ad-hoc20-40%Use generateFromTemplate for repeated content
Caching results100% on duplicatesCache by content hash
Text-focused output30-50%Use document format, textAmount: "detailed"
Budget capsPrevents overrunTrack credits, alert at thresholds
Auto-rechargeAvoids disruptionEnable at gamma.app/settings/billing

Error Handling

IssueCauseSolution
Credits exhaustedOver budgetPurchase ad-hoc credits or enable auto-recharge
Unexpected high costPremium image tierSpecify imageOptions.style explicitly
Budget alert missedTracker not runningVerify tracking on all generation paths

Resources

Next Steps

Proceed to gamma-reference-architecture for architecture patterns.

Discovery
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Version
Latest version metadata

Version

v2026.09.24

Published

Sep 24, 2026

Category

Uncategorized

License

MIT

Source path

skills/.curated/gamma-cost-tuning

Default branch

main

Latest commit

e5a6c3b

Tree SHA

c2dc8e8