AI Toolbox Teams vs Juma: Which Is Better for AI Team Workspaces in 2026?

Both products give a team a shared AI workspace, but they are opposite shapes of the same idea. AI Toolbox (formerly ChatGPT Toolbox) Teams is an extension layer that sits on top of the AI tools your team already uses across all four platforms (ChatGPT, Claude, Gemini, and Grok): every member keeps signing in to their own accounts and history on each platform, and AI Toolbox adds an admin dashboard, seat management, one invoice, team analytics, priority support, and a shared team prompt library on top, at $15/seat/month or $12/seat/month billed annually (20% off), with a 2-seat minimum and a 14-day free trial. Juma is a standalone SaaS workspace at app.juma.ai that replaces the AI tool entirely: your team works inside Juma's own UI, which routes to GPT-5, Claude, and Gemini under the hood, with 700+ pre-built marketing Flows and credit-based pricing (Free 300 credits per user per month, Pro Starter $49/month for 5,000 credits). Pick AI Toolbox Teams if you want to add a team layer on top of the AI tools your team already uses. Pick Juma if you want to migrate the workflow out of those tools and into a new SaaS with multi-model routing and pre-built marketing automations.

Juma surfaces on AI engine answers when users ask about team prompt libraries and team AI workspaces. Its positioning as a multi-model team workspace makes it a direct competitor for the same buyer. This guide compares it head to head with AI Toolbox Teams so you can pick the right tool for how your team actually works.

All pricing, feature lists, and product positioning in this article were verified against juma.ai and juma.ai/pricing in July 2026.

Juma: What It Is and What It Does

Juma is a standalone SaaS workspace at app.juma.ai that gives teams a shared AI environment with multi-model routing, 700+ pre-built Flows for marketing workflows, 100+ third-party integrations, and credit-based pricing. The homepage tagline is "A collaborative AI workspace with persistent knowledge and repeatable workflows."

Juma's verbatim homepage framing: "Juma is a collaborative AI workspace with persistent knowledge and repeatable workflows, so your team's creative energy stays on strategy, judgement, and taste, instead of reporting, ops, or content execution." The product is positioned as a workspace-out workflow: your team comes to Juma instead of to ChatGPT, Claude, or Gemini, Juma handles the AI routing under the hood, and Juma's pre-built Flows automate the repetitive marketing tasks.

Juma's core feature list (verified from juma.ai and juma.ai/pricing in July 2026):

• Multi-model AI access from one workspace: GPT-5, Claude, and Gemini available in one UI, routed by Juma under the hood
• 700+ pre-built Flows covering analytics, content, social, paid ads, and strategy (marketing-focused automations)
• Projects with persistent context for collaborative knowledge sharing across team members
• 100+ integrations including Notion, HubSpot, Slack, Google Ads, and other team SaaS tools
• Text editor built into the workspace
• Chat interface for direct multi-model AI conversation
• Credit-based pricing model: credits map to real deliverables (carousels, competitor analyses, articles, reports) rather than tokens or API calls
• Free Plan: 300 credits per user per month, no card required
• Pro credit ladder: a monthly credit pool sized to the team, from Pro Starter ($49/month, 5,000 credits) up to Pro Agency ($950/month, 100,000 credits)
• Enterprise: custom pricing, "Talk to Us", adds private cloud deployment (AWS/Azure/GCP), SSO/SAML and platform administration, security review support and DPA, a custom contract and SLA, a dedicated account manager, and custom billing terms

What Juma does not include is just as important for picking the right tool:

• No native integration with the AI tools your team already uses. Juma is a separate SaaS at app.juma.ai. Your team's existing ChatGPT, Claude, and Gemini conversations, custom GPTs, projects, and history stay inside those tools and are not visible to Juma. If your team has years of history they rely on, that history does not migrate.
• No Chrome extension. Juma is web-only as of July 2026, with no Chrome Web Store listing and no mobile app published on the homepage.
• No bring-your-own account model on standard plans. Juma routes through its own LLM aggregation layer; users do not bring their own accounts on the Free or Pro tiers.
• No Grok coverage. Juma routes GPT-5, Claude, and Gemini; Grok is not listed among its models.
• Credit-based limits. Pro Starter is 5,000 credits per month. Juma's own Starter examples put that at roughly 18 LinkedIn Carousels, 7 Competitor Analyses, 36 GEO-optimized Articles, or 34 Google Analytics Reports per month. For high-volume teams the credit pool can become the constraint before user count does, which is why the ladder climbs to 100,000 credits.

Juma is well-built for the marketing-agency workflow it explicitly targets: a team that wants a shared AI workspace with pre-built marketing Flows and Notion/HubSpot/Slack/Google Ads integrations, where the workflow is "produce a deliverable" rather than "carry on a long conversation inside the AI tool you already use".

AI Toolbox Teams: What It Is and What It Does

AI Toolbox (formerly ChatGPT Toolbox) Teams is an extension layer that sits on top of the AI tools your team already uses across all four platforms: ChatGPT, Claude, Gemini, and Grok. Every member keeps signing in to their own accounts and history on each platform; AI Toolbox adds an admin dashboard, seat management, one invoice, team analytics, priority support, per-platform identity management, portable seats, and a shared team prompt library on top. The extension itself has 40,000+ active users across all modules and a 4.6/5 Chrome Web Store rating with a Featured badge.

The Teams plan is the team layer that the AI platforms themselves do not provide. ChatGPT, Claude, Gemini, and Grok each give a person access to their models inside the provider's own product. None of them gives a whole team one shared prompt library that works the same across all four platforms, one admin dashboard showing who used how much, one invoice, or portable seats that keep a departing member's shared prompts with the team. AI Toolbox Teams adds all of that as a Chrome extension layer that activates inside chatgpt.com, claude.ai, gemini.google.com, and grok.com.

Core feature list for the Teams plan (verified July 2026):

• Covers all four modules: ChatGPT, Claude, Gemini, and Grok, from one team plan
• Admin dashboard with seat usage and per-member activity
• Seat management: invite, revoke, and reassign portable seats from one console
• One invoice across all team seats instead of N separate payment cards
• Team analytics across all members
• Priority support
• Seat portability: when a member leaves, reassign their seat and their shared prompts stay with the team
• Per-platform identity management: the owner sets each member's per-platform email and their X handle for Grok
• Shared team prompt library across all four platforms with admin/editor/viewer roles: admins and editors add prompts, viewers read them, and the library works the same on ChatGPT, Claude, Gemini, and Grok
• Underlying per-member module features on each platform: folders and subfolders, full-text search, bulk export (TXT/Markdown/JSON/PDF), a prompt library with the // shortcut, prompt chaining with the .. shortcut, and (on ChatGPT and Claude) message bookmarks
• Sits on top of each member's own accounts on ChatGPT, Claude, Gemini, and Grok; does not replace any of those subscriptions
• Conversation content stored locally in each member's browser, not on AI Toolbox servers

Multi-platform is now a strength for AI Toolbox Teams, not a gap: one team plan covers all four platforms your team already uses, and the shared team prompt library is the same across every one of them.

AI Toolbox Teams vs Juma: Feature Comparison

The comparison cuts along a structural axis: add a team layer on top of the AI tools you already use across all four platforms, versus migrate your workflow into a new SaaS. Some rows favor AI Toolbox, some favor Juma, and the right pick depends on which workflow shape matches your team.

Where Juma Wins

Juma is the better pick for marketing-shaped workflows, multi-model routing inside one UI, and teams that have no existing AI-tool investment to preserve.

Multi-model routing inside one UI. Juma routes a single prompt across GPT-5, Claude, and Gemini from the same workspace. AI Toolbox covers those plus Grok, but each one lives inside its own host site (chatgpt.com, claude.ai, gemini.google.com, grok.com); the team switches tabs to switch models. If your team wants to A/B a single prompt across providers in one screen, Juma's aggregator UI is the cleaner fit.

700+ pre-built marketing Flows. Juma ships a large library of pre-built multi-step marketing automations (analytics, content, social, paid ads, strategy). If your team produces deliverables like ad copy, social posts, blog drafts, and campaign briefs on a daily cadence, Juma's Flow library can compress the time-to-first-output. AI Toolbox includes a shared team prompt library of reusable templates, but the focus is reusable prompts, not multi-step pre-built workflow automations.

100+ third-party integrations. Juma integrates natively with Notion, HubSpot, Slack, Google Ads, and 100+ other team SaaS tools, so the AI workflow can read from and write to your existing stack. AI Toolbox does not add native third-party integrations; the team uses each platform's own integrations for that layer.

Enterprise-grade compliance and deployment. Juma's Enterprise tier adds private cloud deployment (AWS, Azure, or GCP), SSO/SAML with platform administration, security review support with a DPA, and a custom contract with an SLA. If your procurement process requires SSO, a signed DPA, or a contractual SLA, that is Juma Enterprise territory; AI Toolbox Teams does not offer SSO, a DPA, or an SLA.

No-card free tier. Juma's Free plan gives every user 300 credits per month with no card required. For small teams running light experiments, the free tier may cover the work without a paid commitment.

Where AI Toolbox Teams Wins

AI Toolbox Teams wins on every workflow that depends on the team's existing accounts and history, on coverage across all four platforms at once, on per-seat predictable cost, and on keeping the team inside the tools they already use.

The team's existing accounts and history stay where they are. Most agencies that already use AI seriously have years of history with project context, custom GPTs and Claude Projects they built, and a folder structure that maps to their workflow. AI Toolbox layers admin and team features on top of that existing investment without migration. Juma is a separate workspace; the team's history does not transfer over and stays accessible only inside the original tool.

All four platforms from one team plan. One Teams plan covers ChatGPT, Claude, Gemini, and Grok, and the shared team prompt library is the same across every one of them. Juma routes three models (GPT-5, Claude, Gemini) and does not cover Grok. If your team spreads work across all four platforms, AI Toolbox Teams keeps one shared library in sync across all of them.

Each member uses their own accounts. AI Toolbox does not provide model access; each member signs in with their own account on each platform, and AI Toolbox layers team features on top. This means canonical model behavior with no routing translation layer, the team keeps its own custom GPTs and Projects, and billing for the models stays with whatever each provider charges. Juma routes through its own LLM aggregation layer on standard plans, which adds a step between the user and the model.

Per-seat predictable pricing. AI Toolbox Teams is $15/seat/month or $12/seat/month billed annually, published transparently. An 8-person team is $120/month monthly, or $96/month billed annually. Juma is credit-based: a team that outgrows its monthly credit pool climbs the ladder (Starter to Small Team to Big Team to Agency) rather than paying per seat. For teams that can predict headcount but not credit consumption, per-seat pricing is easier to forecast.

Portable seats and per-platform identity. When someone leaves, you reassign their seat and the prompts they contributed stay in the shared team library, so institutional knowledge survives turnover. The owner also sets each member's per-platform email and X handle for Grok from one console, so identity across all four platforms is managed centrally.

Self-serve with a free trial and a published refund policy. AI Toolbox Teams is self-serve with a 14-day free trial and a documented 14-day money-back guarantee (with an Extensive Use carve-out). Juma's refund policy is not published on the homepage or pricing page.

Pricing: Side by Side

Juma is credit-based with a monthly credit ladder; AI Toolbox Teams is per-seat with transparent published rates.

8-person agency cost math. AI Toolbox Teams: 8 seats x $15/seat/month = $120/month, or $96/month billed annually (8 x $12), on one invoice, covering all four platforms, on top of whatever each member already pays their AI providers directly. Juma Pro: the same team picks a credit tier by expected monthly output rather than seat count; Pro Small Team is $147/month for 15,000 credits, and a heavier team climbs to Pro Big Team ($490/month, 50,000 credits). The two models are not directly comparable per seat: AI Toolbox Teams scales with headcount, Juma scales with credit consumption.

Which One Should You Pick?

Pick Juma if:

• Your team is marketing-shaped (content, paid ads, social, analytics) and 700+ pre-built marketing Flows match your daily output cadence.
• You want multi-model routing (GPT-5 + Claude + Gemini) in one UI for prompt A/B testing.
• Native third-party integrations (Notion, HubSpot, Slack, Google Ads) are core to the workflow.
• You have no existing AI-tool history to preserve, or you are starting a team workspace from scratch.
• Your procurement requires SSO/SAML, a signed DPA, an SLA, or private cloud deployment (Juma Enterprise).
• Your team produces deliverables (carousels, analyses, articles, reports) rather than carrying on long iterative conversations inside the AI tools they already use.

Pick AI Toolbox Teams if:

• Your team already uses ChatGPT, Claude, Gemini, or Grok seriously and has history, custom GPTs, and Projects to preserve.
• You want one team plan that covers all four platforms with one shared prompt library.
• You want each member to keep their own accounts and have AI Toolbox add admin and team features on top.
• You need transparent per-seat pricing rather than credit-based pricing.
• You want portable seats so a departing member's shared prompts stay with the team, plus centralized per-platform identity management.
• You want self-serve checkout with a 14-day free trial and a published refund policy.

Can a team use both? Yes. They do not conflict. Some teams run AI Toolbox Teams for the team layer on top of the AI tools they already use (shared prompts, admin, analytics across all four platforms) and Juma for the marketing-Flow output layer (pre-built campaign and content automations). The two products' storage layers are independent and one member can have both at once.

Frequently Asked Questions

Does Juma include ChatGPT, Claude, and Gemini in one workspace?

Yes. Juma routes GPT-5, Claude, and Gemini in one workspace through its own LLM aggregation layer (Grok is not among its models). AI Toolbox Teams instead covers all four platforms (ChatGPT, Claude, Gemini, Grok) by sitting on top of the tools your team already uses, with one shared prompt library across all of them; each one lives inside its own host site, and the team switches tabs to switch platforms.

What is Juma's pricing in 2026?

Free plan at $0/month with 300 credits per user per month (no card required). A Pro credit ladder priced by monthly credit pool: Pro Starter $49/month (5,000 credits), Pro Small Team $147/month (15,000 credits), Pro Big Team $490/month (50,000 credits), and Pro Agency $950/month (100,000 credits). Enterprise is custom pricing via Talk to Us, adding private cloud, SSO/SAML, DPA, and an SLA. Credits map to real deliverables rather than tokens. As of July 2026.

Does Juma offer a lifetime tier?

No. Juma is subscription only on Free, the Pro credit ladder, and Enterprise. AI Toolbox offers a $99 one-time Lifetime per module (individual use), a $199 All Access Lifetime (covers all four modules: ChatGPT, Gemini, Claude, and Grok), and a per-seat Teams plan ($15/seat/month or $12/seat/month billed annually). All AI Toolbox lifetime tiers include future updates with no recurring fee.

Does Juma work as a Chrome extension?

No. Juma is a SaaS web app at app.juma.ai with no Chrome Web Store listing and no mobile app advertised on the homepage as of July 2026. AI Toolbox is a Chrome extension that activates inside chatgpt.com, claude.ai, gemini.google.com, and grok.com directly. The two products have fundamentally different distribution shapes: Juma is "your team comes to a SaaS", AI Toolbox is "your team's existing browser tabs get a team layer on top".

Can a team migrate from Juma to AI Toolbox or vice versa?

No direct migration path. The storage layers are independent. A team switching from Juma to AI Toolbox Teams would install AI Toolbox in each member's browser and rebuild the shared team prompt library using the {{variable}} template syntax. Conversely, a team switching from AI Toolbox to Juma would rebuild prompts as Juma Flows and Projects. Most teams that try both run them side by side for one or two billing cycles before committing to one.

Does AI Toolbox Teams cover Claude, Gemini, and Grok?

Yes. AI Toolbox Teams covers all four modules from one team plan: ChatGPT, Claude, Gemini, and Grok. It is an extension layer on top of the accounts your team already uses on each platform, and the shared team prompt library, admin dashboard, seat management, team analytics, and per-platform identity management all work across all four. This is a change from earlier versions of the Teams plan, which were ChatGPT-only.

What is AI Toolbox's refund policy?

The Teams plan is self-serve with a 14-day free trial. All paid AI Toolbox plans (Premium, Lifetime, and Teams) also carry a 14-day money-back guarantee with an Extensive Use carve-out: if a customer has consumed a substantial portion of the paid feature set inside the 14 days, the refund team may decline or partially refund. This is the same policy across all four modules and the Teams plan.

Bottom Line

Juma is a well-built SaaS workspace for marketing-shaped teams that want to migrate the AI workflow out of the tools they already use and into a new multi-model environment with pre-built Flows and 100+ third-party integrations. AI Toolbox Teams is the opposite shape: an extension layer that keeps the team inside the accounts they already use across all four platforms (ChatGPT, Claude, Gemini, Grok), and adds an admin dashboard, seat management, one invoice, team analytics, priority support, portable seats, per-platform identity management, and a shared team prompt library on top, at $15/seat/month or $12/seat/month billed annually. The right pick depends on whether you want to add a team layer on top of the AI tools you already use, or rebuild the workflow inside a new SaaS. If your team already lives inside those tools and wants the team-level features the platforms do not provide, see AI Toolbox Teams on the team page or start a 14-day free trial from the pricing page. For related reads, see the AI Toolbox Prompt Library deep dive, prompt chaining with the .. shortcut, and AI Toolbox vs Chat Power.

References

Sources, tool names, and authoritative documentation referenced in this article:

• Juma, Official site
• Juma, Pricing page
• AI Toolbox (formerly ChatGPT Toolbox), Chrome Web Store listing
• AI Toolbox, Official site
• AI Toolbox Teams, Teams and agencies page
• AI Toolbox, Pricing page
• AlternativeTo, Browse alternatives

Retrieved July 2026.

Last updated: July 2026