Incentives aligned with your budget, not your token count.

Harriet focuses on optimizing your workflows so you never pay for compute you don't actually need.

Claude or ChatGPT Enterprise

  • Access fee, 180 seats $43,200
  • Model usage, billed by the vendor $60,480

One scenario for both sides: 180 seats over 12 months, 70% active, $40 of frontier-model usage per active user per month, access fee $20 per seat per month. Not a quote.

Harriet

  • Flat platform fee Quoted. Does not move with seats.
  • Model usage on your provider account, routed $29,635

Same usage scenario, with 60% of tasks routed to models at 15% of the price. The fee is stated in the comparison we send.

Total spend both ways, at your headcount.

Tell us your current tier, team size, and 12-month growth to see a side-by-side spend comparison with every assumption clearly shown.

Enterprise path

Access fee
$28,800
Model usage
$40,320

$69,120

Harriet path

Flat platform fee
Quoted
Model usage, routed
$19,757

$19,757

Assumptions

One usage scenario for both paths: $40 per active user per month at frontier-model prices, with 70% of seats active. Enterprise access fee $20 per seat per month, a scenario figure, since Enterprise pricing is quoted per customer. Harriet routes 60% of that usage to models at 15% of the price. Both paths are costed at the seats you expect in 12 months. The flat platform fee is not on this page.

Get the comparison with the fee included

You pin a task to the model that does it well.

One public comparison today. More land on How we pick models as we publish them.

Task

“Turn this meeting transcript into a one-page leave-behind using the /branding skill”

Claude Fable 5

Anthropic

ACME CORP LEAVE-BEHIND. Overview: Harriet gives every team one product for models and skills, with IT provisioning. Next steps: Technical deep-dive and security review.

Cost

$0.2195

Time, tokens

25 s, 19.1k

GPT 5.6 Terra

OpenAI

Harriet & Acme Q3 Alignment. Executive Summary: Moving to Harriet keeps the team on familiar tools while IT sets models, skills and connectors. Next action: Share SOC 2 report with Security.

Cost

$0.0445

Time, tokens

13 s, 19.0k

DeepSeek V4 Flash

DeepSeek

Acme Corp Partnership Sync. The challenge: Unsanctioned AI usage. The solution: Harriet for governed, centralized provisioning. Action item: Security to review the SOC 2 compliance package.

Cost

$0.0045

Time, tokens

18 s, 19.1k

GPT 5.6 Luna

OpenAI

Pinned

Acme Corp + Harriet // Q3 Alignment. Key takeaway: One governed product across teams reduces unsanctioned tools and simplifies IT provisioning. Next step: Security review.

Cost

$0.0044

Time, tokens

14 s, 18.9k

Pinned to GPT 5.6 Luna.

Rule: The least expensive model whose answer is correct and complete for the question asked.

In the flat fee

  • Desktop app on macOS, Windows and Linux
  • Skills with a review queue, no git required
  • Hosted and remote MCP connectors
  • Okta groups and profiles
  • Skill and MCP scanning
  • Audit trail to the tool call
  • Adoption view
  • EU residency option for Claude

Optional services, stated plainly

  • Managed credits, a single invoice with access to all the frontier labs as well as high-quality open-weight models, for providers where you have not added your own key
  • EU-hosted Claude on AWS in Ireland, managed only
  • Open-weight models, managed only
  • Consolidated billing

Get the comparison with the fee included.

Send us your quote or your headcount and we will return both paths side by side, flat fee stated in full.

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