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Manuel Born
New Member
Oct 8, 2026 1:50 PM UTC
Question

Figma Agent "Credits" Usage is incredible high - Your Experiences?

For a change of 10 Variables - the Agent used +1300 Credits (+Error in first run, consuming 800 Credits)!
Its a total use of +2000 Credits for - 1 Prompt - that is rather a low effort/severity. 

Its nearly half the amount of the monthly budget of 4250 credits.

Whats your experiences?

 

8 replies

Celine_
Figmate
Community Support
Oct 8, 2026 4:57 PM UTC

Hey Manuel, Celine from the Community Support team at Figma here! Thanks for sharing the numbers, using over 2,000 credits across a failed attempt and a change to 10 variables is worth a closer look.

Agent credit usage depends on the task’s complexity and the context processed, so the number of visible changes alone doesn’t determine the cost.
Given the usage you reported and the error on the first attempt, I've gone ahead and created a support ticket on your behalf so our support can take a closer look at it. For reference, your case number is #2179537 sent to your email address: mxxxl.bxxxt@5xxxz.xxm.

In your support case, please include the prompt, screenshots of the credit usage, and the affected file URL (please also grant Can View access to support-share@figma.com so our team can investigate.) Thank you for flagging this!

Кристина Колокольцова
New Member
Oct 11, 2026 8:46 AM UTC

Yes, I had the exact same issue. My prompt was very detailed, and I also clearly listed what Figma should not do. The task was pretty simple: just one page with 7 sections, and I had already provided a UI kit. But Figma still used 992 credits =( That’s honestly really disappointing.

Tom Reem
Figmate
Figmate
Oct 11, 2026 4:09 PM UTC

Hi ​@Кристина Колокольцова, thanks for adding your experience and sharing your setup. Since you provided a UI kit, I’d like to get this in front of Customer Support so we can better understand how the kit may have factored into the credit usage.

As ​@Celine_ mentioned above, Figma agent credit usage depends on the task’s complexity and the context processed, not just the visible result. I’ve opened a separate case for you: 2186772, and emailed you what we’ll will need to review it.

We’ll keep watch for your reply there. 🙏🏻

Мария Волохова
New Member
Oct 12, 2026 10:13 AM UTC

I have the same problem. I created slides from ready-made templates using a skill, the consumption of tokens is huge

 

Celine_
Figmate
Community Support
Oct 12, 2026 10:43 AM UTC

Hey ​@Мария Волохова , thanks for sharing your experience and screenshots. You mentioned high AI credit usage when creating slides from ready-made templates using a skill, and I’d like our support team to review your example too.

I’ve gone ahead and created a separate support ticket on your behalf so the team can review your specific usage. Please reply to the support email with the prompt, which skill and templates you used, screenshots showing the credits consumed, and the affected file URL. I’ve sent a message to your email address mxxxxa@gxxxl.xxm, case number 2188933. (There’s no need to submit another request or share private details here.) Thank you!

Robert Bruce
New Participant
Oct 12, 2026 4:40 PM UTC

I’m having the same problem.  I ran two AI agent prompts this morning.  The first one cost me 1,332 credits.  The second was 722 credits.  

Here is the prompt i used that cost 1332 credits.  it looks like a lot, but it was not a big change. 
 

CLASSY AGENT AGENT ONBOARDING DASHBOARD
FINAL UX + TRAINING REFINEMENT

IMPORTANT:

The current Agent Onboarding Dashboard is APPROVED.

DO NOT redesign this page.

DO NOT change the overall Classy Agent Admin visual language.

This task is a targeted refinement of the existing dashboard.

Use the CURRENT DASHBOARD as the canonical Classy Agent Admin design
standard.

Preserve its:

- Warm off-white / cream page surfaces
- Dark forest-green primary actions
- Pale mint active / NEXT states
- Pale warm-yellow Next Up card
- Soft neutral borders
- Dark primary text
- Muted gray secondary text
- Restrained professional appearance
- Existing typography
- Existing card styling
- Existing navigation
- Existing spacing language

IMPORTANT:

Do NOT replace these colors with a different brand palette.

The current Classy Agent Admin dashboard is the visual source of truth.

==================================================
1. PRESERVE THE EXISTING PAGE ARCHITECTURE
==================================================

KEEP:

Global Classy Agent CMS header

Primary navigation

Secondary navigation:
Onboarding
User Account
Support

Welcome / setup summary

Next Up card

7-step onboarding roadmap

Live Classes & Workshops

On-Demand Training

Footer

DO NOT add:

- New dashboard sections
- Charts
- Gamification
- AI widgets
- Additional navigation
- New onboarding milestones
- Sidebars
- Decorative illustrations

This is a refinement pass.

==================================================
2. IMPROVE THE LARGE EMPTY SPACE
==================================================

The current desktop layout creates too much empty vertical space below
the short Next Up card because the taller Onboarding Roadmap controls
the height of the entire row.

Improve this.

Do NOT add filler content.

Instead, create a more natural asymmetric / masonry-style desktop flow.

DESIRED BEHAVIOR:

LEFT COLUMN:

Next Up card

then allow the next appropriate dashboard content to begin naturally
below it.

RIGHT COLUMN:

Onboarding Roadmap may remain taller.

The Live Classes section should move upward where possible rather than
waiting unnecessarily for the bottom of the roadmap.

IMPORTANT:

Do not make the layout visually chaotic.

Maintain strong alignment and intentional spacing.

The goal is simply to eliminate unnecessary dead space.

If the cleanest implementation requires keeping Live Classes full-width,
reduce the gap between the onboarding area and Live Classes as much as
the grid allows without redesigning the roadmap.

Do NOT fill empty space simply because it exists.

==================================================
3. STANDARDIZE “NEXT UP”
==================================================

Replace:

Next Step - Step 2 of 7

with:

NEXT UP · STEP 2 OF 7

Use this terminology consistently throughout Classy Agent onboarding.

Current example:

NEXT UP · STEP 2 OF 7

About 2 minutes

Set Your Location & Preferences

Make sure Classy Agent knows your timezone and primary market so
scheduling and content are relevant to your business.

[ Set Location & Preferences → ]

Preserve the existing warm-yellow treatment of the Next Up card.

This card remains the most important action on the page.

Do not make other sections visually compete with it.

==================================================
4. FIX COPY CONSISTENCY
==================================================

In the YOUR SETUP summary, change:

Set Your Location & Preference

to:

Set Your Location & Preferences

Use the exact milestone name consistently everywhere.

==================================================
5. IMPROVE ROADMAP STATES
==================================================

Keep the exact 7 milestones:

1. Complete Your Agent Profile
2. Set Your Location & Preferences
3. Connect Your Social Media
4. Turn On Social Media Automation
5. Set Up Your Agent Website
6. Connect Your Business Tools
7. Run Your First Client Journey

Refine the three roadmap states.

COMPLETED:

✓ Complete Your Agent Profile

COMPLETE

Use a clear green check.

Completed rows should feel successful but restrained.

NEXT:

2 Set Your Location & Preferences

NEXT

Use the existing pale mint background and forest-green emphasis.

FUTURE:

Neutral number
Neutral/muted text
No status pill

Do NOT add “UPCOMING” repeatedly.

The states should be immediately understandable:

✓ COMPLETE

NEXT

FUTURE

As additional milestones are completed, the growing list of checkmarks
should create a subtle sense of progress.

==================================================
6. LIVE SECTION HEADING
==================================================

Keep eyebrow:

LIVE CLASSES & WORKSHOPS

Change heading:

Join Us Live

to:

Learn With Us Live

Supporting copy:

“Live training to help you build your system, fill your pipeline, and
turn more opportunities into signed clients. Bring your questions and
learn alongside other Classy Agent members.”

Then:

New live sessions every week.

Times shown in your timezone.

Keep:

View All Live Classes →

==================================================
7. PRESERVE THE THREE LIVE TRAINING TOPICS
==================================================

Do NOT add additional live class topics.

Use these three:

--------------------------------------------------

GETTING STARTED

Build Your Classy Agent System — Live

Description:

“Set up Classy Agent with us and get the core pieces of your system
working together—from your profile and social media to your website,
business tools, and first client journey. Bring your questions and
we’ll help you get up and running.”

--------------------------------------------------

GROW YOUR PIPELINE

How to Build a Pipeline of New Leads

Description:

“Learn practical ways to attract buyers and sellers using your Classy
Agent website, social media, lead capture tools, and paid
advertising—and how the pieces work together to create a steady flow
of new opportunities.”

--------------------------------------------------

WIN MORE CLIENTS

How to Turn Leads Into Signed Clients

Description:

“Learn the process for taking a new lead from initial interest to a
signed client—including follow-up, the Discovery Call, Client
Presentation, and the conversations that help prospects confidently
choose you as their agent.”

==================================================
8. ADD SIMPLE LIVE-CLASS ICONOGRAPHY
==================================================

Give each live class a small thematic icon.

BUILD YOUR CLASSY AGENT SYSTEM:

Simple setup / tools icon

BUILD A PIPELINE OF NEW LEADS:

Simple funnel / lead-flow icon

TURN LEADS INTO SIGNED CLIENTS:

Simple handshake / check / signed-client icon

IMPORTANT:

All icons should use the existing Classy Agent Admin forest green.

Do NOT introduce new colors.

Do NOT use:

- Multicolor icons
- Illustrations
- 3D graphics
- Gradients
- Cartoon graphics

Keep them thin, professional, and consistent with the existing admin UI.

==================================================
9. ADD LIVE SESSION DURATION
==================================================

Each live class should clearly communicate the time commitment.

Add duration to the live metadata.

Example:

LIVE · 60 MIN

or:

LIVE · WEEKLY · 60 MIN

Use the actual configured duration when available.

Example card:

GROW YOUR PIPELINE

LIVE · WEEKLY · 60 MIN

How to Build a Pipeline of New Leads

[description]

NEXT SESSION

Wednesday, Oct 14 · 12:00 PM CT

Register →

Do NOT hard-code 60 minutes if actual webinar durations differ.

Developer note:

LIVE CLASS DURATION IS CONFIGURATION-DRIVEN.

==================================================
10. KEEP NEXT SESSION PROMINENT
==================================================

For each live class preserve:

NEXT SESSION

Date · Time · Timezone

Register →

Example:

NEXT SESSION

Wednesday, Oct 14 · 12:00 PM CT

Register →

This is one of the most important pieces of information on each card.

Do not bury it.

==================================================
11. LIVE CLASS STATES
==================================================

Support:

AVAILABLE

REGISTERED

LIVE NOW

COMPLETED / REPLAY AVAILABLE

Example registered state:

✓ REGISTERED

Wednesday, Oct 14 · 12:00 PM CT

Add to Calendar →

Example live state:

LIVE NOW

Join Class →

Do not use red/danger styling for LIVE NOW.

Use the established Classy Agent Admin green system.

==================================================
12. RETHINK THE ON-DEMAND SECTION POSITIONING
==================================================

The six on-demand videos are no longer a random collection of
recommended training.

They now teach the Classy Agent methodology.

Change:

ON-DEMAND TRAINING

Recommended for You

Short lessons you can watch anytime.

to:

ON-DEMAND TRAINING

Master the Classy Agent System

Supporting copy:

“Learn the five-step system for attracting prospects, building trust,
capturing leads, nurturing relationships, and converting opportunities
into signed clients.”

Keep:

Browse All Courses →

==================================================
13. GETTING STARTED IS THE INTRODUCTION
==================================================

Keep the first card separate from the five-step methodology.

Metadata:

GETTING STARTED · ON-DEMAND

Title:

Getting Started With Classy Agent

Description:

“See how Classy Agent brings your marketing, lead generation, and
client conversion tools together in one system designed to help grow
your business.”

CTA:

Start Class →

This is the introduction to Classy Agent.

It is NOT Step 1 of the five-step system.

==================================================
14. STANDARDIZE THE FIVE-STEP CURRICULUM
==================================================

Cards 2–6 form ONE deliberate curriculum:

ATTRACT
TRUST
CAPTURE
NURTURE
CONVERT

Standardize the metadata.

CARD 2:

THE CLASSY AGENT SYSTEM · 1 OF 5

Badge:

ATTRACT

Title:

Attract More Potential Clients

Description:

“Learn how social media, advertising, and consistent real estate
content help you get noticed and bring more potential buyers and
sellers into your world.”

--------------------------------------------------

CARD 3:

THE CLASSY AGENT SYSTEM · 2 OF 5

Badge:

TRUST

Title:

Turn Attention Into Trust

Description:

“Discover how your website, educational videos, and professional
online presence help prospects get to know you, trust your expertise,
and see you as the agent they want to work with.”

--------------------------------------------------

CARD 4:

THE CLASSY AGENT SYSTEM · 3 OF 5

Badge:

CAPTURE

Title:

Turn Visitors Into Leads

Description:

“See how Classy Agent turns interest into opportunity with landing
pages, lead forms, buyer and seller applications, and clear calls to
action.”

--------------------------------------------------

CARD 5:

THE CLASSY AGENT SYSTEM · 4 OF 5

Badge:

NURTURE

Title:

Stay Connected Until They’re Ready

Description:

“Learn how automated follow-up keeps you connected with new leads,
builds the relationship over time, and helps move prospects toward a
conversation.”

--------------------------------------------------

CARD 6:

THE CLASSY AGENT SYSTEM · 5 OF 5

Badge:

CONVERT

Title:

Turn Leads Into Signed Clients

Description:

“Learn the Classy Agent process for moving leads from the first
conversation through your Discovery Call, Client Presentation, and
ultimately into signed clients.”

==================================================
15. ADD A SUBTLE FIVE-STEP SYSTEM INDICATOR
==================================================

Explore a restrained visual treatment above the five system cards:

ATTRACT → TRUST → CAPTURE → NURTURE → CONVERT

This should visually reinforce that the five classes belong together.

IMPORTANT:

Keep this subtle.

It is NOT:

- Navigation
- Another onboarding roadmap
- A giant infographic
- A large banner

It is simply a visual curriculum indicator.

Use the existing Classy Agent Admin visual system.

Forest green for emphasis.

Neutral connecting lines/arrows.

No new colors.

If this makes the section visually cluttered, omit it.

The card metadata itself remains sufficient.

==================================================
16. ON-DEMAND TRAINING PROGRESS STATES
==================================================

Design the cards so they can support learning progress.

NOT STARTED:

Start Class →

IN PROGRESS:

Continue Class →

Optional helper:

7 min remaining

COMPLETED:

✓ Completed

Do NOT mix this progress with onboarding progress.

Training completion does NOT affect:

YOUR SETUP

or:

7 onboarding milestones.

These are independent systems.

==================================================
17. OPTIONAL SECTION-LEVEL TRAINING PROGRESS
==================================================

Create a developer reference for a returning agent.

Example:

Master the Classy Agent System

2 of 6 classes completed

Do not necessarily show this for brand-new users if it adds unnecessary
visual noise.

This is a supported future state.

==================================================
18. KEEP LIVE AND ON-DEMAND DISTINCT
==================================================

The page should clearly communicate:

LIVE CLASSES & WORKSHOPS

Scheduled interactive sessions.

ON-DEMAND TRAINING

Short lessons agents can watch anytime.

Do not make these two sections look identical.

However, they must still belong to the same Classy Agent Admin design
system.

Live classes should emphasize:

NEXT SESSION
REGISTER

On-demand training should emphasize:

CURRICULUM
START / CONTINUE / COMPLETE

==================================================
19. DO NOT TURN TRAINING INTO ONBOARDING
==================================================

Training is optional.

Do NOT:

- Add training to the 7 milestones
- Require classes for onboarding completion
- Require webinar attendance
- Increase onboarding percentage after watching a video
- Block product access until training is complete

The agent can use Classy Agent without completing training.

==================================================
20. POST-ONBOARDING DASHBOARD — DEVELOPER NOTE ONLY
==================================================

Add a developer annotation outside the production frame.

DO NOT redesign the dashboard for this state yet.

Annotation:

POST-ONBOARDING DASHBOARD STATE

When the agent reaches:

7 of 7 milestones complete
100% Complete

the dashboard should eventually transition away from setup as its
primary purpose.

Future operational dashboard may prioritize:

- New Leads
- Follow-Ups
- Upcoming Appointments
- Agent Tasks
- Marketing Activity

Onboarding should collapse into a smaller:

✓ Classy Agent Setup Complete

state.

Live Classes and On-Demand Training may remain available farther down
the dashboard.

IMPORTANT:

This is a future product-state annotation only.

DO NOT design or implement this dashboard in this task.

==================================================
21. CLASSY AGENT ADMIN VISUAL STANDARD
==================================================

CRITICAL:

Use the CURRENT Agent Onboarding Dashboard as the canonical visual
reference for all refinements.

Preserve:

- Current warm page background
- Current white cards
- Current forest green
- Current pale mint selected states
- Current warm-yellow Next Up treatment
- Current border colors
- Current text colors
- Current button styling
- Current pills
- Current typography
- Current radius
- Current spacing
- Current visual restraint

DO NOT substitute colors from an older Classy Agent brand prompt.

DO NOT create a new webinar color palette.

DO NOT give each five-step stage a different color.

The entire Classy Agent Admin should feel like ONE product.

==================================================
22. DO NOT CHANGE
==================================================

DO NOT:

- Change the seven onboarding milestones
- Change milestone order
- Redesign the header
- Redesign navigation
- Add a sidebar
- Add dashboard charts
- Add arbitrary metrics
- Add filler content to eliminate whitespace
- Add gradients
- Add giant illustrations
- Add new colors
- Add gamification
- Add confetti
- Add unrelated AI functionality
- Add more live class topics
- Add more on-demand classes
- Change the Classy Agent Admin visual standard

==================================================
FINAL QA
==================================================

Before finishing verify:

✓ Overall dashboard architecture remains intact.

✓ Existing Classy Agent Admin colors are preserved.

✓ Excessive dead space has been reduced where practical.

✓ No filler content was added.

✓ NEXT UP terminology is consistent.

✓ “Set Your Location & Preferences” is plural everywhere.

✓ Completed, Next, and Future roadmap states are clearly different.

✓ Live section says “Learn With Us Live.”

✓ Three live training topics remain.

✓ Live class copy is updated.

✓ Live classes have appropriate thematic icons.

✓ Live classes support duration.

✓ Next session remains prominent.

✓ Registered and Live Now states are supported.

✓ On-demand heading is “Master the Classy Agent System.”

✓ Getting Started remains the introduction.

✓ Attract → Trust → Capture → Nurture → Convert are clearly presented
  as ONE five-step system.

✓ Five-step metadata is standardized.

✓ Training cards support Start / Continue / Completed states.

✓ Training progress remains separate from onboarding progress.

✓ Live training remains optional.

✓ On-demand training remains optional.

✓ No new onboarding requirements were introduced.

✓ Future post-onboarding dashboard behavior is documented but NOT
  designed.

THIS IS A FINAL REFINEMENT PASS.

DO NOT REDESIGN THE CLASSY AGENT DASHBOARD.

Tom Reem
Figmate
Figmate
Oct 12, 2026 5:34 PM UTC

Hey ​@Robert Bruce, I shared more details on your report in this thread: AI Credits - abnormally high.

I also wanted to follow up here confirming that I’ve escalated this to our Customer Support team. Your ticket number is: 2189988. Keep an eye on your inbox for an email from me with next steps.

Cristian_Banu
Active Member
Nov 2, 2026 5:27 AM UTC

I was just gonna start a thread aboout this. In the recent past, Figma made it seem like AI credits will never end. Now, one simple generation and bam, it’s all gone. Tokens must have gotten very expensive.