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Enterprise AI
The Enterprise AI Price Index: Q3 2026
The Enterprise AI Price Index tracks what 12 major AI platforms actually cost in Q3 2026: verified prices, the sticker-vs-real gap, and who hides pricing.
The enterprise AI price index below tracks what 12 major enterprise AI platform tiers actually cost, verified against official pricing pages in July 2026, with reported numbers labeled as reported. The headline findings for Q3 2026: the median published per-seat price among general-purpose enterprise AI assistants is $25 per month, 5 of the 12 tracked tiers still hide their enterprise price behind a quote, and everywhere we could compute a realized all-in cost, it came out 1.7x to 3x the sticker.
Why publish this? Because enterprise AI pricing changed at least six times in the last eight months across the vendors below (Microsoft's July base-suite increases, OpenAI's April Business price cut, Anthropic's usage-billing decoupling, Google's bundling and add-on churn), and almost every pricing roundup on the internet is quietly recycling stale or unsourced numbers. This one shows its work.
The index: 12 platform tiers, verified Q3 2026
| Platform / tier | Price | Realistic all-in | Pricing model | Status |
|---|---|---|---|---|
| Microsoft 365 Copilot (Enterprise) | $30/user/mo | $69-90/seat with required E3/E5 base | Seat + prerequisite license | Official |
| ChatGPT Business | $20/user/mo annual | $20-25 | Seat | Official |
| ChatGPT Enterprise | Quote-only | Reported $45-75/seat, ~150-seat floor | Seat + credit pool | Reported |
| Gemini in Workspace | Bundled in $7-22 Workspace plans | Plan cost; add-ons reseller-quoted | Bundled | Official (plans) |
| Gemini Enterprise (platform) | $21/seat Business; "from $30" Standard/Plus | Plus reported $50-60 + $15-40 consumption | Seat + consumption | Official entry, reported above |
| Claude Team | $25/user/mo | $25 (usage included) | Seat | Official |
| Claude Enterprise | Quote-only (reported ~$20 base) | Reported $60-250+ once usage bills at API rates | Seat + usage | Reported; model split confirmed by Anthropic |
| Glean | Quote-only | Reported $40-50/seat, ~100-seat minimum | Seat | Reported |
| Moveworks | Quote-only | Reported $50K-130K+/year by employee count | Platform | Reported |
| Guru | $25/user/mo | $250/mo real floor (10-seat minimum) | Seat + minimum | Official |
| Salesforce Agentforce | $2/conversation, Flex Credits, or $125/user/mo | Requires Service Cloud + implementation | Consumption or seat | Official rates |
| Coworker | $0 free, $29.99/user/mo Pro | $29.99 flat, no minimums | Seat | Official |
Tracked separately because it bills per outcome rather than per seat: Intercom Fin at $0.99 per resolution (official).
Methodology in one paragraph: prices were verified against each vendor's official pricing pages and documentation, principally Microsoft's Copilot pricing, OpenAI's business pricing, Google Cloud's Gemini Enterprise page, Google Workspace pricing, Anthropic's Enterprise plan documentation, and Salesforce's Agentforce pricing, during the week of July 14-16, 2026; where a vendor publishes no price, we report the range from procurement analyses and dated buyer reports and label it reported; realized all-in cost includes documented prerequisites (base licenses), stated minimums, and vendor-documented consumption billing at mid-range estimates. Full sourcing lives in each linked deep dive. The index updates quarterly; changes get logged at the bottom of this page.
Finding 1: the median sticker is $25, and the sticker is fiction
Among the five general-purpose assistants that publish a per-seat price (Microsoft 365 Copilot $30, ChatGPT Business $20, Claude Team $25, Guru $25, Coworker $29.99), the median is $25 per seat per month. That number is the industry's shop window.
The realized numbers are different. Copilot's $30 becomes $69 to $90 once the required Microsoft 365 base license is counted, and Microsoft raised those base prices on July 1. Claude Enterprise's reported ~$20 base covers access only, with all usage billed at API rates on top; one 800-person org's rep-supplied math came to roughly $1.1M a year. Gemini Enterprise bills consumption overages beyond quota on top of seats. Where we could compute both numbers, the realized cost ran 1.7x to 3x sticker.
The one structural exception in the tracked set is flat per-seat pricing with no prerequisite license, minimums, or meters, which is the model Coworker uses. We built this index, so weigh that disclosure as you see fit; the numbers above are sourced either way.
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Finding 2: five of twelve tiers hide their enterprise price
ChatGPT Enterprise, Claude Enterprise, Glean, Moveworks, and Gemini Enterprise's upper tiers are quote-only or only partially published. That is 5 of 12 tracked tiers (42%) where a buyer cannot compute their own bill without a sales call.
Quote-only pricing is not automatically bad faith; it enables volume discounts and custom terms. But it has a documented cost for buyers: the numbers that circulate publicly get stale and unreliable. The clearest case in this index: the "$60 per seat" figure that virtually every ChatGPT Enterprise article cites traces back to a single 2023 Reddit post, and OpenAI has never confirmed it. Meanwhile OpenAI actually cut ChatGPT Business by $5 per seat in April 2026 and much of the internet still quotes the old price.
Finding 3: billing is migrating from seats to consumption
Half the tracked platforms now carry a consumption meter somewhere in the bill: Copilot Studio's credits ($200 per 25,000, with premium actions burning 5 to 30x base rates), Agentforce's conversations and Flex Credits, Claude Enterprise's API-rate usage, Gemini Enterprise's quota overages, ChatGPT Enterprise's credit pool, and Fin's per-resolution model. Anthropic formalized the shift in late 2025 by decoupling seat price from bundled usage entirely.
For buyers this means per-seat comparison shopping is increasingly the wrong frame: two $25 stickers can produce bills an order of magnitude apart at the same headcount. Model your usage first, then compare.
Finding 4: the pricing churn itself is the story
Changes logged in just the eight months before this edition: Microsoft cut the Copilot SMB SKU to $21 (Dec 2025), then raised base suites July 1, 2026; OpenAI cut Business to $20 (April 2026); Anthropic decoupled usage from seats (renewals from Nov 2025); Google discontinued its Workspace AI add-ons into bundles (effective through 2025-26), launched then reportedly retired an AI Ultra Access add-on inside five months, and renamed Agentspace to Gemini Enterprise (Oct 2025). Any pricing article more than a quarter old in this category should be assumed wrong until verified, which is the reason this index carries dates on everything.
How to use the enterprise AI price index
- Budgeting: use the realized all-in column, not the sticker. Add your own usage model on anything with a meter.
- Negotiating: quote-only vendors expect negotiation. Renewal caps in writing, competing quotes on the table, and quarter-end timing are the standard plays; the ChatGPT Enterprise deep dive has the full playbook.
- Comparing: match the unit first (seat vs conversation vs resolution vs credits), then the number. The full comparison walks the category side by side.
Where Coworker sits in its own index
Coworker is one of the 12 tracked tiers: $0 to start, $29.99 per user per month for Pro, $149.99 for Max, flat, with 50+ connectors and no prerequisite licenses, seat minimums, or usage meters. The honest trade-off versus the giants: we do not ship inside Word or run on your Microsoft tenant; we connect across your tools and execute work with agents. If that is the job you are pricing, the math above is the comparison set. Get started free.
Cite this index
The index exists to be cited. If you use these numbers in your own reporting or research, link this page as the source so your readers get the quarterly-updated version with methodology, not a snapshot. Press and analyst enquiries: dhruv@villagelabs.co.
Frequently asked questions
What is the Enterprise AI Price Index? A quarterly-updated tracker of what major enterprise AI platforms actually cost, verified against official pricing pages, with unpublished prices reported from dated procurement sources and labeled as such. Q3 2026 covers 12 platform tiers plus per-resolution support AI.
How much does enterprise AI cost per user in 2026? The median published per-seat price among general-purpose enterprise AI assistants is $25 per month, but realized all-in costs run 1.7x to 3x sticker on platforms with prerequisite licenses, usage meters, or seat minimums. Budget from the all-in column, not the sticker.
Which enterprise AI vendors publish their pricing? In Q3 2026: Microsoft (Copilot), OpenAI (Business tier only), Google (Workspace plans and Gemini Enterprise's entry tier), Anthropic (Team tier only), Guru, Salesforce (Agentforce rates), and Coworker. ChatGPT Enterprise, Claude Enterprise, Glean, Moveworks, and Gemini Enterprise's upper tiers are quote-only or partially hidden.
Why do realized costs exceed sticker prices? Four documented mechanisms: prerequisite licenses (Copilot requires Microsoft 365 E3/E5), usage billing on top of seats (Claude Enterprise, Gemini Enterprise), seat minimums (Guru's 10, Glean's reported ~100, ChatGPT Enterprise's reported ~150), and consumption credits for agent workloads (Copilot Studio, Agentforce).
How often is the index updated? Quarterly, with a changelog. Prices in this edition were verified July 14-16, 2026. If a vendor changes pricing mid-quarter, the linked per-vendor deep dives are updated first.
What changed most recently? Microsoft's July 1, 2026 base-suite increases (raising Copilot's true all-in cost), OpenAI's April 2026 ChatGPT Business price cut, and Anthropic's decoupling of seat fees from usage. Details and sources in the linked deep dives.
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