Contractor AI access

Contractor AI pricing comparison
for teams

Whether a team buys a named seat for someone there six weeks, or lets a contractor draw on shared usage instead, and what each shape actually costs

Aug 25, 2026 · 12 min read

The short version
Separate the identity from the seat

A team with contractors or seasonal staff should separate identity from pricing. Every temporary worker should get a named login that can be revoked when the engagement ends, and the team does not necessarily need to buy that person a separate fixed-price seat on every model plan. The eight workspaces compared on the same criteria below are Playgram, WorkLLM, nexos.ai, Langdock, TeamAI, Aymo, Magai and TypingMind.

The real choice is between a named fixed-price seat and a named identity that draws from a shared usage allowance, not between a proper account and sharing a password. A seat is predictable and simple, and it costs exactly the same whether a six-week hire logs in daily or twice, which is the shape usage pricing was built to avoid.

This guide prices the single-vendor stack a team usually starts from, sets out what to check before giving a contractor access to shared project context, and compares eight multi-model workspaces on how well they fit headcount that changes with the season.

Who this guide is for
Which teams this fits

Agencies01

Agencies adding freelancers

You bring on contractors for a launch or a campaign, and your headcount moves with the client roster.

Seasonal02

Seasonal and project teams

Retail, production and consulting teams that hire for a season or a project rather than year-round.

Mixed teams03

Mixing staff and contractors

Permanent staff and short-term hires need the same models but clearly different access.

Long-term04

A single long-term contractor

One contractor works with you for months on one model, so a dedicated seat already fits.

The real problem
What changing headcount actually costs

Four layers, each one a reason temporary headcount is more expensive and less safe than it looks on a pricing page.

01

Cost

A named seat normally costs the same whether a contractor works every day or logs in twice, and buying several model subscriptions multiplies that fixed cost by every temporary person added. As an example, four single-vendor team plans came to about $101 per person a month at July 2026 list prices, from ChatGPT Business, Claude Team, Gemini Business and Grok Business1234. A six-week engagement can still cross two full billing periods, and exact proration rules vary by vendor rather than following one common rule.

02

Workflow

Separate subscriptions give a contractor several logins, interfaces and usage policies to learn before the actual work begins, so a temporary worker loses a larger share of a short engagement to this setup than a permanent employee does. Every change of product breaks the thread and usually needs another upload or a written context summary.

03

Context

An individual subscription normally places chats, instructions and files under one personal account, so when a contractor leaves, their work can remain there instead of moving to a team-owned project. Chat history alone does not fix this, since a teammate may open a shared conversation but still lack the instructions, decisions or documents the next task needs.

04

Management

A collection of consumer accounts gives administrators inconsistent revocation and limited ownership, so it is hard to answer who still has access, which contractor is consuming the allowance, whether expensive models can be blocked in advance, and who owns the chats and files once the contract ends. Sharing one account or password removes attribution entirely and should never stand in for a real access policy.

Team-grade
What a contractor-ready setup needs

Five things separate a workspace that handles uneven headcount well from one that turns every short engagement into a long-lived licence. Group the report's ten requirements into these five.

Coverage

Every major model kept current

The models a contractor needs for writing, reasoning, research, coding or multimodal work should sit behind one team-controlled login, rather than a separate account per vendor they happen to need.

Tools

The tools the work needs

Model access alone is not enough. Check for image and video generation, web search and deep research, document and spreadsheet work, code review, and chats that leave no stored history for one-off sensitive tasks.

Context

Shared project context

A brief, terminology, examples and past decisions should be available to an authorised contractor from day one, organised by client, campaign or project rather than one shared pool, and changing models mid-task should not force another upload or a fresh start.

Control

Permissions and offboarding

A contractor should reach only the projects, connectors and stored knowledge their assignment needs, and removing their access on the last day should preserve team-owned chats, files and project context rather than deleting them.

Pricing

Pricing that fits a few weeks

The commercial structure may be per seat, per workspace, included credits or metered usage. Whichever shape it is, price a six-week engagement at what it actually uses rather than a default full month, and check how the plan prorates before the contract starts.

The shortlist
What each product covers and costs

The multi-model workspaces a team with changing headcount is most likely to shortlist, judged on the same criteria and to one standard.

Product
Best for
Model access
Pricing
Shared team memory
Cross-model context
Notes
Playgram
Teams whose contractor headcount changes through the year
GPT, Claude, Gemini, Grok, DeepSeek, Qwen and more19
Credits, with no per-seat fee: $60/mo for 10,000 credits billed monthly, so a contractor draws from the same pool18
Yes, at team, project and personal scopes19
Yes, switch mid-thread and the context carries19
Video generation is not shipped yet19
WorkLLM
Teams wanting a broad model catalogue and organisation memory
More than 200 models6
Per seat: Basic $20/user/mo billed monthly with 2,000 pooled credits per user, so five users pay $1006
Yes, thread, folder, project, personal and organisation layers, with owner or admin approval7
Manual test required
Integrations are marked coming soon on the same page that lists them6
nexos.ai
Teams wanting shared project context and later governance controls
More than 200 models8
$39/mo for the 1-month AI Workspace plan with 1,000 credits. The page does not state how many users it covers, so a five-person total is not verified8
Shared Projects keep uploads, searches and instructions, though organisation-wide automatic memory is not documented9
Yes, switch models inside a project without rebuilding it9
No published price for a longer commitment, and no documented user allowance8
Langdock
European teams wanting model choice and deployment controls
Claude, GPT, Gemini and others10
Per seat: Business EUR 29/user/mo billed monthly excluding VAT (EUR 22 seat plus EUR 7 for AI model access, both required to use models), so five users pay EUR 14510
Automatic memory is personal only, capped at 50 entries and unavailable in project chats11
Manual test required
No automatic team-wide memory11
TeamAI
Teams sharing agents, data stores and workflows across a fixed allowance
Hosted models from several vendors in one selector12
Per workspace: Professional $149/mo for up to 25 users with 20,000 credits, so five users also pay $14912
No, memory is personal and off by default, and shared context is configured by hand13
Manual test required
Per-person and per-model spend limits are not publicly documented13
Aymo
Small teams wanting low-cost multi-model access
Full model access, plus your own keys14
Per workspace: Premium $20/mo billed monthly for up to 10 members, so five users pay $2014
A reusable Team Library is still marked coming14
Yes, switch models without starting a new thread14
Per-person analytics and model restrictions are described as forthcoming14
Magai
Creative teams needing chat, images and video for a project
More than 50 models15
Per seat: Standard $20/mo plus $20 for each added user, so five users pay $10015
Not publicly documented, and its context management covers files rather than memory15
Yes, history and uploads remain available when changing models15
Automatic memory and admin analytics are not publicly documented15
TypingMind
Teams that prefer to hold and pay for provider API accounts directly
Many vendors through your own API keys16
Per workspace: Starter $99/mo billed monthly with five seats included16
Not native, an optional memory server has to be configured21
Manual test required
No native shared memory, and no included model usage16

This table compares multi-model team workspaces with each other. The single-vendor plans a contractor might otherwise need are priced further down, under 'Priced per seat', and are not rows here. Pricing is the lowest-priced paid plan that covers five users, at the monthly rate. Each cell cites the page that documents that cell rather than one pricing page per row. Plans, prices and proration rules change often, so confirm current details before a contract starts. Figures checked August 2026 against each provider's own pages, and cells marked 'Manual test required' could not be confirmed from public documentation.

Controls and data
What you get around the models

The same products again, on what decides whether a contractor's access is safe to grant and easy to remove: tools, connections, visibility, limits and data terms.

Product
Built-in tools
Integrations
Usage visibility
Usage controls
Training on your data
Where the models run
Playgram
Image generation, web search, deep research, document and spreadsheet work, and code execution19
Not publicly documented19
Adoption, query volume and model preference by person19
A credit limit per person, a limit across the whole team, and model access set per user18
No20
US-based infrastructure, with US routing for open and foreign-origin models20
WorkLLM
Web search, deep research, and document, image, audio and video input6
Google Workspace, Slack, Jira, HubSpot, Notion and Salesforce are named, though the same pricing table marks integrations coming soon6
Advanced activity reports are listed, though exact dimensions are not public6
Role-based access and audit logs are documented, but a preventive per-person cap is not6
No6
Managed cloud, private VPC and on-premises are offered without naming countries6
nexos.ai
Web search, deep research, images, documents, slides and charts9
Slack, Jira, Google Drive, SharePoint and Zendesk are named9
Logs and metrics by model, user and request type on the broader platform9
Budgets, hard caps and model permissions are documented on the platform9
No9
Hosted in Europe with EU residency9
Langdock
Image generation, web search, deep research, document and presentation work11
MCP, Slack, Teams, Excel, Outlook and Drive are documented11
Manual test required
Admins can enable or disable models, but a preventive spending cap is not confirmed11
No11
Application and most models run in the EU, with data stored in Frankfurt11
TeamAI
Research mode, web sources, documents, datastores, data analysis and custom tools12
Incoming and outgoing MCP, REST tools, Google Workspace and Zapier are documented12
Owners see usage by model and person13
Workspace overage caps stop AI use when reached, though per-person limits are not public13
No12
Not publicly documented12
Aymo
Image models, web search, deep research, documents and a private chat that is not saved14
API access and your own keys are documented, and productivity connectors are planned14
Seat visibility exists, and model restrictions and usage monitoring are marked forthcoming14
Planned rather than available today14
No14
Not publicly documented14
Magai
Image generation, video generation, web search and a document canvas15
More than 130 integrations are advertised, and MCP is not mentioned15
Not publicly documented15
Not publicly documented15
No15
Not publicly documented15
TypingMind
Image generation and editing, web search, retrieval and multi-model chats16
Zapier, Google Calendar, Slack and MCP servers are documented16
Starter has no analytics, and higher plans add it16
Manual test required
Verify it for the deployment you choose16
US or EU deployment regions, or wherever your own provider accounts run16

'Not publicly documented' means the official sources checked did not state it, and 'Manual test required' means the behaviour cannot be confirmed without trying it. Neither means the feature is absent, so read them as questions to put to the vendor before a contract starts. Checked August 2026.

Priced per seat
What the single-vendor plans cost

The published per-seat price of each major single-vendor team plan, billed monthly. Each seat costs the same whether a contractor stays six weeks or six months.

Provider
Plan
Per seat
Models
ChatGPT Business
Business · billed monthly ($20 billed annually)
$25/seat/mo
GPT family (GPT-5 Instant, Thinking) + o-series reasoning models
Claude Team
Team (Standard seat) · billed monthly ($20 billed annually); 5-seat minimum
$25/seat/mo
Full Claude model family (Sonnet, Opus, Haiku)
Gemini Enterprise (Business)
Gemini Enterprise, Business edition · annual commitment (Standard is $30 with commitment)
$21/seat/mo
Gemini via the Gemini Enterprise app
Grok Business
Grok Business · billed monthly, no published annual discount
$30/seat/mo
Grok family (Grok 4, Grok Heavy)

Each of these is a good product inside its own model family. Prices change often and vary by annual against monthly billing and by region, and proration rules on a partial month vary by vendor too. Figures checked July 2026, so confirm current pricing before a contract starts. Sources are listed at the foot of this page.

The cost drivers
What uneven headcount costs you

Two of these show up on an invoice and two do not, which is why a contractor's real cost is rarely the number on a pricing page.

Full-month seats

A named seat costs the same whether a contractor logs in for six weeks or six months, because there is no smaller unit than a full month to buy. Four single-vendor plans run about $101 per person a month at July 2026 list prices1234, and a six-week engagement can still cross two full billing periods.

Uneven proration

Vendors prorate a partial month differently, and some do not prorate at all. An annual commitment can also stop a team removing a seat mid-contract even after the contractor has already left.

Idle seats

A seat left active after an engagement ends costs the same every month as one someone is actually using. Zylo's 2025 index analysed more than 40 million licenses and puts the average waste on unused ones at $21M a year per organisation5.

Admin overhead

Provisioning and later checking several vendor accounts for a temporary worker is real work, and reconciling which contractor used what across consoles takes more of it once the engagement ends.

The options
How to pay for uneven headcount

Six realistic setups, from a personal account with no company ownership through to a governed workspace with shared usage.

A multi-model team workspace

A named identity for each contractor draws from a shared usage allowance, so the bill follows actual use rather than a fixed monthly licence per person. Adding someone for six weeks adds no new seat charge.

Best for: Teams whose contractor headcount changes through the year.

Strengths

  • A contractor's access costs only what they actually use, not a flat monthly rate
  • One login reaches every model family the assignment needs
  • Revoking access at the end of the engagement is one setting, not one console per vendor

Trade-offs

  • One contractor using one model heavily all day can still cost more than a seat would
  • The pricing shape varies by product, so check whether it is per seat or by usage
  • Someone still has to scope what a contractor's identity can reach before day one

A workspace with shared memory

The same setup, plus project context a contractor can pick up on day one and leave behind reusable knowledge when the engagement ends. It is the version with the most to verify before real client work goes in.

Best for: Teams whose contractors must inherit context and leave reusable work behind.

Strengths

  • A contractor becomes useful faster without a lengthy verbal briefing
  • Reusable work outlives the engagement instead of leaving with the person
  • A wrong scope is the main risk, so it is worth testing before day one

Trade-offs

  • Automatic team-wide memory is still uncommon, so most products need a knowledge base built by hand
  • A contractor's access to shared memory should be scoped to the project, not the whole workspace
  • Memory you cannot inspect turns one wrong assumption into a standing fact

Separate consumer subscriptions

Each contractor uses their own personal account, so there is no company ownership of the work and no name attached to the spend.

Best for: A single contractor doing work with no company data involved.

Strengths

  • Nothing for the team to set up or pay for directly
  • Fine when the work never touches company data

Trade-offs

  • Company ownership and central revocation are both weak
  • Work can leave with the contractor when the engagement ends

One provider for the whole team

Every contractor gets a seat on the same single vendor's plan, which keeps administration simple but limits everyone to that vendor's models and tools.

Best for: Teams whose contractor work already fits one vendor's tools.

Strengths

  • Simple to administer, with one console and one bill
  • Works well when the assignment fits inside one model family

Trade-offs

  • A contractor needing a second model still needs a second subscription
  • Cost is fixed per seat regardless of how long the engagement actually runs

Several business tools

Give contractors named seats in each vendor console the assignment needs, and accept that cost rises directly with every temporary identity added.

Best for: Teams needing each vendor's own native tools for the assignment.

Strengths

  • Each vendor's native features are available to the contractor
  • Familiar tools for a contractor who already knows a particular vendor

Trade-offs

  • Cost scales with people times providers, even for a six-week engagement
  • Several admin consoles to update on the day the contract ends

A custom API build

Engineers build authentication, routing and access for contractor accounts themselves, so identity and offboarding are decisions the team makes in code.

Best for: Teams with engineering capacity and repeatable, high-volume contractor work.

Strengths

  • Exact control over what a contractor's identity can reach
  • Charges follow usage rather than a fixed seat

Trade-offs

  • Engineering, security and maintenance become part of the cost of every engagement
  • Someone has to own the system between contractor rotations

In practice
How a contractor workflow runs

This is one realistic flow for a contractor's assignment, ending in access revoked rather than a cancelled seat.

Shared project context - brief, terminology, source files, past decisions Research a web-capable model gathers cited sources Draft a writing model inherits the brief Review checks the result accept or send back Saved and revoked project kept by the team access ends on schedule

A reviewer checks the result before it counts as approved and sends weak work back to drafting. When the engagement ends, the contractor's access is revoked and a teammate continues from the same saved project.

Shared memory
How it works and what to check

Whether a contractor can inherit context and leave reusable work behind depends on how a product actually builds memory, not on the word alone. Four distinctions are worth checking before real client work goes in.

Definition01

Memory is not the context window

A context window is how much text a model reads in one request, and it empties when the chat ends. Memory is context stored outside the chat and pulled back into later ones, including after a contractor's engagement is over.

Shapes02

Products build it four ways

Some keep chat history and nothing more. Some let a person attach files and build a knowledge base by hand. Some learn automatically but keep it private to one person. Some save it at a level the whole team can reach, which is what lets a contractor's work outlive the engagement.

Scope03

Scope decides who can read it

A contractor's identity should reach the project they are assigned to, not the whole workspace's saved history. Ask which boundaries a product actually enforces rather than assuming a narrow scope exists by default.

Control04

The controls matter as much

Before a contractor's identity is created, check four controls. Someone should be able to see what was saved and why it was used, correct a wrong entry, limit who can reach it, and remove access cleanly on the last day.

A staged rollout
How to price a contractor's access

Six steps that price a contractor's real access rather than a round number, and confirm offboarding before day one rather than after.

01

Audit today's subscriptions

Record every AI subscription, its owner, billing interval, named users, last active date, models used, required native features, and renewal date. Mark contractors and seasonal staff separately from permanent headcount.

02

Pick real contractor workflows

Choose a small set that represents the assignment: research and a cited summary, drafting from a company brief, spreadsheet or document analysis, code or technical review, and image or campaign-asset generation where relevant.

03

Give a named identity

Set up a real login rather than a shared password, scoped to the project the contractor is actually working on. Confirm they cannot reach unrelated team memory or workspace-wide material by default.

04

Run a mixed pilot

Give a small mix of permanent staff and contractors the new setup while keeping current tools running, and use real work rather than demonstration prompts for the comparison.

05

Measure the real cost

Track time from invitation to useful output, repeated context explanations, active usage by person, existing subscriptions still required, and how long it takes to revoke access and transfer ownership once someone leaves.

06

Check offboarding in advance

Confirm what happens to a contractor's chats and files, whether project context stays with the team, whether expensive models can be limited before use, and whether the contractor's account is covered by the company's confidentiality policy.

Bottom line
Price the weeks not the headcount

For a contractor who needs AI for six weeks, the real choice is between a named fixed-price seat and a named workspace identity drawing from a shared usage allowance, not between a proper account and sharing a password with someone already on the team.

A dedicated seat still makes sense when one contractor uses one provider intensively or needs that vendor's native tools. A shared usage pool tends to fit better once headcount changes through the year, several contractors need different models for a few weeks each, or the work has to survive the contractor's own turnover.

The choice most teams are actually making is between paying for access by the month and paying for access by what got used. What decides it is rarely the model list, since several products reach the same families now. It is whether the bill tracks a person's actual weeks on the team, and whether their work stays with the team once they are gone.

The right buy
When it fits and when it does not

Not the right buy when

  • One contractor works with you for months on one model
  • The assignment needs one vendor's own native tools specifically
  • No company data or shared context is involved in the work

The right buy when

  • Contractor or seasonal headcount changes through the year
  • Several temporary workers need different models for a few weeks each
  • Work has to stay with the team after a contractor's engagement ends

Where Playgram fits
And where it does not

Two questions settle most of this: does headcount change often enough that a fixed seat per person stops making sense, and does the work need to survive a contractor's own turnover rather than leave with them.

If both answers point the same way, you are shopping for a shared usage workspace rather than a stack of seats. A product there has to give each contractor a named identity rather than a shared password, scope their access to the project they are assigned to, and keep team-owned work in place once their access is revoked. Test all three before real client work goes in.

If one contractor works with you for months on one model and needs that vendor's own tools, a dedicated seat is more than a fair price for what they use, and it already fits the job well.

Playgram belongs on the shortlist beside the others in this guide for the first case: changing headcount, more than one model in use, and project work that needs to outlast whoever is doing it this month. The memory part of that is covered by the four distinctions above, so read those first, then run the estimator with your own contractor numbers.

Team memory

Shared across everyone and every model.

Project memory

Scoped to a campaign or document set.

Personal memory

Your own working style, kept private.

Fair pricing
Pay per usage, not per seat

Upgrade as needed, and only pay for what you actually use

Save ~17% with the annual plan

Pro

$50/ month

Perfect for small and medium teams

Unlimited users & infinite memory

Multi-LLM chats

Granular access control to models

EU data residency

Get started

Ultra

$200/ month

Best for large, growing teams

Unlimited users & infinite memory

Multi-LLM chats

Unlimited use of DeepSeek V4 Flash

Granular access control to models

Choose US or EU data residency

Get started

Enterprise

Get in touch

Unlimited Credits

For organizations with advanced needs

Unlimited users & SSO

Priority Support

Unlimited use of DeepSeek V4 Flash

Granular access control to models

Choose US or EU data residency

Book a call

30-days money back guarantee

Pricing Calculator

Team size
people
Usage per person
messages/day
Usage complexity
Docs, coding help
Auto mode
%

Playgram will automatically choose the most cost-efficient model suitable for the task. It will be chosen by users in approximately 80% of requests. Your models for the remaining 20%:

If you bought each separately:

ChatGPT Business$800 / month
Claude Team$1 760 / month
Gemini Business$840 / month
Grok Business$1 200 / month
Total$4 600 / month

Playgram

$300/ month

~59 000 credits / month · ~$8 / user

Save ~$4 300 / month
Get started

Frequently asked
questions

No. Sharing a login removes attribution, weakens revocation, and should never be treated as a cost-control method. Give every contractor a named identity, even a temporary one, so access can be reviewed and removed on their last day without guessing who else might lose access with them.

Not necessarily. A named seat is one option, and it costs the same whether the contractor logs in daily or twice. A named identity that draws from a shared usage allowance often fits a few weeks of work better, since the team pays for what gets used rather than for a fixed monthly licence.

That depends on where the work was saved. Work stored inside the contractor's own personal account can leave with them, while work saved at team or project level should stay in place under the team's ownership. Decide this before the engagement starts, and confirm the setting rather than assume it.

Only what their assignment actually needs, not everything the team has ever saved. Give a contractor project-level access rather than workspace-wide access by default, and check whether the product genuinely supports that narrower scope before assuming it does.

Yes, when one contractor uses one model intensively or needs that vendor's native tools, since a seat gives simple, predictable billing. It stops being the better choice once several contractors need different models for a few weeks each, because a seat repeats the same monthly charge on every one of them regardless of how much they actually use it.

Price the actual weeks rather than a default full month, and check how each vendor prorates. Google's flexible plan prorates by active days, while an annual commitment will not let a team remove a seat mid-contract. A usage-based plan avoids the proration question entirely, since the bill follows what was actually used.

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