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AGENTS VS CHATGPT

ChatGPT replies. Atlas ships work.

Same $20/mo. Atlas routes 50+ frontier models from 10+ labs, generates every modality in one thread — code, image, video, voice, music, 3D — fires 50+ tools agentically, and carries memory between conversations. ChatGPT gives you OpenAI text.

Generated natively in Nucleus.
TL;DR

Same $20. ChatGPT is OpenAI; Atlas routes 50+ models across 10+ providers in one ad-free thread, with every modality and a memory graph you can prune.

At a glance

Same bill. Whole stack.

ChatGPT Plus
Terramind Agents
Price
$20 / mo
$20 / mo
Models
OpenAI only
Claude + GPT + Gemini + Grok, mid-thread routing
Video generation
Sora deprecated April 26, 2026
Yes — in the same chat
Image / 3D / music / voice
Image yes; the rest no
All in one surface
Memory
Flat list of facts
Episodes + preferences + facts + decay + graph view
Free-tier ads (US)
Yes (since Feb 2026)
No ads
Agent mode
Yes
Yes — 50+ native tools + MCP
Bundled coding agent
Codex (in ChatGPT)
Nucleus (full desktop shell, same subscription)
Same prompt, two surfaces

One chat each. Watch the gap.

Same prompt, dropped into ChatGPT on the left and Terramind Agents on the right. Atlas picks the model, runs the tool, and brings a real preview back into the same thread.

50+ more
ChatGPT
OpenAI · Plus

CGI breakdown reveal — start on the raw wireframe mesh, cut through each render layer in sequence (ambient occlusion, base shader, specular, lighting, comp), slow turntable camera throughout, resolve on the final polished beauty pass.

I can't generate video in this chat. Try Runway or Veo in a separate tab.

Tool unavailable
  • — No native video model in ChatGPT today
  • — Frontier moves through Veo / Sora / Runway
  • — Workaround: copy the prompt into another tab
Message…
Terramind Agents
Atlas · ask once, get the work

CGI breakdown reveal — start on the raw wireframe mesh, cut through each render layer in sequence (ambient occlusion, base shader, specular, lighting, comp), slow turntable camera throughout, resolve on the final polished beauty pass.

Atlas · video

Holds on the mesh for a full beat before the AO pass cuts in — felt like the right pacing for a breakdown. Lands in-thread as a file.

Hold the wireframe for half a beat longer.

Message…
The frontier moves weekly

The leader changes every week. Your subscription shouldn't.

Every chip is a frontier model that shipped in the last 12 weeks — across code, image, video, voice, music, and 3D. Watch which side keeps up.

FRONTIER · LAST 12 WEEKS
CHATGPT00/21·ATLAS00/21
Now
CODEAnthropic3DAlibaba
−1W
CODEGoogleIMGAlibabaMUSElevenLabs
−2W
VIDOpenAI
CODExAIVIDOpenAI
−3W
IMGBananaVIDPixverse
May
CODEDeepSeek3DAlibaba
−5W
IMGOpenAI
CODEAnthropicIMGOpenAI
−6W
VIDByteDance
−7W
IMGGoogleVIDAlibaba
Apr
CODExAI
−9W
CODEOpenAI
CODEOpenAIVOXElevenLabs
−10W
VIDGoogle
−11W
CODEAnthropic
ChatGPTAtlas
21 frontier releases. Atlas routed to all of them. ChatGPT got the 3 OpenAI shipped.
Memory

It remembers. Without you reminding.

Three kinds of memory carry between conversations: facts about you and your work, preferences about how you like things done, and episodes — what happened, when.

  • Facts — names, repos, project briefs, the things you've stated as true.
  • Preferences — how you like replies framed, what tone fits, what to skip.
  • Episodes — what you worked on last time, what you decided, what got shipped.

Everything saved is visible. You can edit, delete, or turn it off.

Generated natively in Nucleus.
See it as a graph

Your memory has shape.

Every memory links to the ones it relates to. Clusters emerge from your work — film alongside film, code alongside code — and the relationships you didn't draw appear on their own.

memory.graph25 nodes · 38 edges
Film & ColorCode & StackPeople & OrgSound & MusicScheduleco-occurs withusesworks atmatchesframed atshot onaspect forprefers overpaired withimpliesdrivesbundled withusesmember ofmember ofleadscollaboratescitesmastered atpaired withprecedesscheduledbeforeblocksprecedescontext forvenue forshared ruleworks withwrites inemployed byattendsownsenforcesscores forcue forcommissionsmood refPrecise, no hypePNHead of marketingHONotionNODev-tools startupDTARRI AlexaAA2.39:1 anamorphic2ATypeScriptTYAvoids ORMsAOConcise repliesCRNo emojisNEbun.lockBUNext.js 16N1Mira · DPMDHugo · Eng leadHEFounderFOAria · PMAPSynthwave scoreSSTycho · referenceTR24-bit masters2BSound design passSDFriday launch reviewFLApr 29 · launch reviewA2Q2 reviewQRPitch deck duePDVacation blockVB
sectorsFilm & ColorCode & StackPeople & OrgSound & MusicSchedulere-ranked by effectiveScore

The same nodes, edges, and clusters power the dashboard in your app — this is a snapshot of what the network looks like once your memory fills in.

Anywhere

Text it like a person. Get back a video.

Connect Telegram, Slack, WhatsApp, Discord, email, or SMS. Atlas answers from the app you sent the message in — same tools, same memory, no new login.

Telegram
DM or group
Slack
@terramind in any channel
WhatsApp
Text or voice note
Discord
Bot in your server
Email
Reply, it replies
SMS
iMessage
terramindonline
Today
0:11
08:42

make a short birthday video for mom — our cat, slow zoom on the candles, warm light. soft piano underneath.

08:42

On it. Pulled the candle shot from last year's reel. 8 seconds.

08:43
0:08
mom-bday.mp4 · 8s · 1080p
08:44

perfect. send to her at 9am tomorrow with "happy birthday ma ❤️"

08:45

Scheduled for 9:00 AM, Mom's number. I'll confirm once it lands.

08:45
Message
WhatsApp — voice note → video back → scheduled to mom
terramindbot
Today

prod is throwing 500s on every checkout since the deploy. screenshot below

22:07
500 · /api/checkout
PrismaClientInitializationError:
Can't reach database server at
"db.staging.internal:5432"
  at /app/.next/server/checkout.js:142
  at processTicksAndRejections (node:23)
22:07

DATABASE_URL is pointing at staging in prod. Last deploy swapped it. Fix:

fly.toml · line 47
- DATABASE_URL = "...db.staging.internal"
+ DATABASE_URL = "...db.prod.internal"
deploy-fix.png · 14 KB · preview

PR open at terramind/api#4187. Ready to merge — want me to ship it?

22:08

yes ship it

22:08
Message
Telegram — paste an error → fix, PR, ship
terramind · Slack
growth
12
Amelia
Amelia Park10:14 AM

@terramind we lost the Q2 retention deck. can you rebuild it from the data in our warehouse? 6 slides, same template as Q1.

terramindAPP10:14 AM

Queried warehouse.retention_daily (Apr 1 – Jun 30). Pulled the Q1 deck template. Drafting now.

q2-retention.key
D1
64%
+3
D7
42%
+5
D30
28%
−2
WAU
11.2k
+18%
NPS
47
+6
Cohort
Apr
best
6 slides · sources cited · preview image attached
Amelia
Amelia Park10:17 AM

🙏 ship it to the board doc. cc Jordan and Priya.

Message #growth
Slack — rebuild the Q2 deck from the warehouse
Same Atlas, every surface
Built-in tools
Browse the web
Run deep research
Write and run code
Generate images
Generate video
Make 3D models
Record voiceovers
Synthesize files

One agent, every inbox. Memory carries across surfaces.

Connect anything

Atlas works with the tools you already use.

42+ first-party MCP servers — GitHub, Linear, Notion, Slack, Stripe, Supabase — plus anything you wire up yourself. Atlas decides which to call. You watch the work happen.

GitHub
Featured
GitHub
Issues, PRs, repos, and code search
Linear
Featured
Linear
Issue tracking and project management
Notion
Featured
Notion
Pages, databases, and workspace search
Slack
Featured
Slack
Channels, messages, and workspace integration
Supabase
Supabase
Database, auth, storage, and edge functions
Stripe
Stripe
Payments, invoices, customers, and subscriptions
Vercel
Vercel
Deploy, projects, environments, and logs
Cloudflare
Cloudflare
Workers, KV, R2, and DNS management
Sentry
Sentry
Error monitoring and performance tracing
PostgreSQL
PostgreSQL
Query and manage PostgreSQL databases
Atlassian
Atlassian
Jira issues, Confluence pages, and projects
HubSpot
HubSpot
CRM contacts, deals, companies, and tickets
Google Drive
Google Drive
List, read, and search files in Google Drive
Context7
Context7
Up-to-date library docs and code examples for AI
Brave Search
Featured
Brave Search
Web and local search via Brave Search API
Filesystem
Featured
Filesystem
Read, write, and manage local files
Canva
Canva
Design files, presentations, and brand assets
+
25 more
Browse the catalog →

Connect once, use in every chat. Atlas calls the right tool — you stay in the conversation.

Coming from ChatGPT

Bring your memory with you.

Export your ChatGPT memory and threads, import them into Agents. Atlas inherits the context — episodes, preferences, facts — and lays it out as a graph you can prune.

Hooks up on signup. Free tier supported.

Who switches, honestly.

Stay where you are

Stay on ChatGPT if OpenAI's models are the only thing you want, your team is standardised on Plus, or enterprise procurement requires OpenAI specifically.

Switch

Switch to Agents if

  • you want Claude in some threads and GPT in others without switching apps
  • you generate video or any non-text modality
  • you'd rather pay no ads on free
  • you want one subscription to also cover a desktop coding agent
  • or you don't want to be locked to OpenAI

Agents routes 50+ models across 10+ providers, so every new frontier release stays inside the same subscription instead of forcing a switch.

Having the full stack in one place, compounds.

FAQ

The honest answers.

Same $20. Every model. Every modality.