Gamma Cost Tuning
SkillDev tools'Optimize Gamma usage costs and manage API spending.
Use Gamma Cost Tuning in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Gamma Cost Tuning and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the Gamma Cost Tuning skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; Ahel provides instructions and does not run this skill.
No other account needed.
Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
What this skill tells your AI
The instructions your AI receives, as published by jeremylongshore/tons-of-skills-marketplace in skills/.curated/gamma-cost-tuning/SKILL.md and read by Ahel’s review.
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-authsetup
Gamma Credit System
Image Model Tiers
| Tier | Credits per Image | Quality Level |
|---|---|---|
| Standard | 2-15 | Good for internal/draft presentations |
| Advanced | 20-33 | Higher quality, more detail |
| Premium | 34-75 | Best quality images |
| Ultra | 30-125 | Highest fidelity, photorealistic |
Card text generation also costs credits based on the AI model used.
Plan Comparison
| Feature | Pro | Ultra | Teams | Business |
|---|---|---|---|---|
| Monthly credits | Included | More credits | Team pool | Custom |
| API access | Yes | Yes | Yes | Yes |
| Max cards | Standard | Up to 75 | Standard | Custom |
| Ad-hoc credit purchase | Yes | Yes | Yes | Yes |
| Auto-recharge | Yes | Yes | Yes | Yes |
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
| Strategy | Credit Savings | Implementation |
|---|---|---|
| Standard image tier | 50-80% on images | Set imageOptions.style to simpler styles |
| Templates over ad-hoc | 20-40% | Use generateFromTemplate for repeated content |
| Caching results | 100% on duplicates | Cache by content hash |
| Text-focused output | 30-50% | Use document format, textAmount: "detailed" |
| Budget caps | Prevents overrun | Track credits, alert at thresholds |
| Auto-recharge | Avoids disruption | Enable at gamma.app/settings/billing |
Error Handling
| Issue | Cause | Solution |
|---|---|---|
| Credits exhausted | Over budget | Purchase ad-hoc credits or enable auto-recharge |
| Unexpected high cost | Premium image tier | Specify imageOptions.style explicitly |
| Budget alert missed | Tracker not running | Verify tracking on all generation paths |
Resources
Next Steps
Proceed to gamma-reference-architecture for architecture patterns.
Signals
- GitHub stars
- 3k
- Forks
- 415
- Last commit
- Oct 2026
Advanced
- Item type
- skill
- Key
gamma-cost-tuning- Source
- github.com/jeremylongshore/tons-of-skills-marketplace
github.com/jeremylongshore/tons-of-skills-marketplace
Related picks
Skill · mattpocock
The pick for TypeScripttypescript-pro
Skill · jeffallan
The pick for TypeScriptgolden-pdf-ch
Skill · yusufkaraaslan
The pick for PDFpdf-co-automation
Skill · composio-community
The pick for PDFteach
Skill · mattpocock
More in Dev toolscaveman
Skill · juliusbrussee
More in Dev tools