Skip to content
HomeHuggingfaceAll changesCentralized token control and approval added
HuggingfacePackaging change · Feature added · Threshold removed · Feature change · Jul 1 → Nov 1, 2024

Huggingface Introduces Enhanced ZeroGPU Pro with 5x Usage Quota and Highest GPU Queue Priority, Alongside New L40S GPU Options

Verified Jan 14, 2026AI & Machine LearningDirection: up
The changeCentralized token control and approval — added.
Before · Jul 1Not listed
After · Nov 1Centralized token control and approval
added
4 changes2 capturesJul 1, 2024 → Nov 1, 2024

What happened

Between the Jul 1, 2024 and Nov 1, 2024 captures of Huggingface's pricing page, Pulse recorded 4 changes: Centralized token control and approval added to Enterprise Hub; Nvidia H100 removed from Spaces Hardware on-demand section (was $10.00/hr Custom tier with 24 vCPU, 250GB RAM, 80GB VRAM). H100 remains available in Inference Endpoints; ZeroGPU Pro feature description updated: Changed from 'Use distributed A100 hardware on your Spaces' to 'Get 5x usage quota and highest GPU queue priority' with separate Spaces Hosting feature for A100 hardware; L40S GPU options added to Spaces Hardware: 1x L40S at $1.80/hr (8 vCPU, 62GB, 48GB VRAM), 4x L40S at $8.30/hr (48 vCPU, 382GB, 192GB VRAM), 8x L40S at $23.50/hr (192 vCPU, 1534GB, 384GB VRAM). Pulse files it as a packaging change (feature added, threshold removed, feature change, limit increase) with an upward direction. Pulse's latest capture (Oct 16, 2026) lists PRO at $9, Team at $20, Enterprise at $50, Inference Endpoints - NVIDIA T4 AWS (4x) at $3 per hour and Inference Endpoints - NVIDIA RTX PRO 6000 AWS (1x) at $2.75 per hour.

Huggingface's previous recorded change was "Huggingface Announces Major Price Drop: 4x Nvidia A10G-large Spaces Hardware Reduced by 54% to $5.00/hour" (Q2 2024). Huggingface has been tracked since 2023-11-14.

In the same window Cohere, OpenAI and Anthropic also changed their AI & Machine Learning pricing pages. Those moves are listed further down, and the Pulse Agent can compare them side by side.

  • Enterprise · FeatureAdded

    BeforeNot listed

    AfterCentralized token control and approval

  • Custom · LimitRemoved
    Nvidia H100No Nvidia H100
  • PRO · FeatureReworded

    BeforeUse distributed A100 hardware on your Spaces

    AfterGet 5x usage quota and highest GPU queue priority

  • — · LimitAdded
    No L40S GPU optionsL40S GPU options

Values as written on Huggingface's public pricing page in the two captures Pulse compared; where the page states no number, the cells give the wording before and after.

Evidence

The two captures Pulse compared

Full-page captures of Huggingface's pricing page (huggingface.co) from Jul 1, 2024 and Nov 1, 2024; the change is marked on the page, where Centralized token control and approval now appears.

Sign in to see the evidence

The two full-page captures with this change marked up are free with an account.

Huggingface, the last 90 days

Full history
  1. Q2 2025decreaseHuggingface Introduces New Team Plan and Upgrades PRO Features Amid Significant Price Decrease for A100 Hardware
  2. Q1 2025packagingHuggingface Removes TPU v5e Hardware Options, Impacting Pricing for Spaces
  3. Q4 2024decreaseHuggingface Reduces GCP NVIDIA A100 Inference Endpoint Prices by 40% to $3.60/hour, Delivering Significant Cost Savings
  4. Q3 2024improvedHuggingface Introduces Enhanced ZeroGPU Pro with 5x Usage Quota and Highest GPU Queue Priority, Alongside New L40S GPU Options · this change
  5. Q2 2024improvedHuggingface Announces Major Price Drop: 4x Nvidia A10G-large Spaces Hardware Reduced by 54% to $5.00/hour

Across AI & Machine Learning in the same window

All AI & Machine Learning changes
  1. CohereJan 13Cohere Introduces Command R7B Model, Optimizing Speed and Efficiency at Competitive Pricing
  2. OpenAIJan 12OpenAI Announces Dramatic 87% Price Drop for Flagship Reasoning Model Outputs During Transition to o3
  3. AnthropicJan 10Anthropic API Introduces Tiered Pricing and Prompt Caching for Sonnet 4.5, Restructuring Costs Based on Token Length

Questions about this change

Did Huggingface raise prices in November 2024?

No list-price increase was recorded between Jul 1, 2024 and Nov 1, 2024. The change Pulse detected was a packaging change: feature added, threshold removed, feature change, limit increase.

What changed on Huggingface's pricing page between Jul 1, 2024 and Nov 1, 2024?

Enterprise feature: Not listed → Centralized token control and approval, added; Custom limit: Nvidia H100 → No Nvidia H100, removed; PRO feature: Use distributed A100 hardware on your Spaces → Get 5x usage quota and highest GPU queue priority, reworded; limit: No L40S GPU options → L40S GPU options, added. Pulse compared the captures it took on Jul 1, 2024 and Nov 1, 2024; the before/after table above lists each item as written on the page.

How often does Huggingface change its pricing?

Pulse recorded 1 other pricing-page change for Huggingface in the 90 days before this one; the previous change was "Huggingface Announces Major Price Drop: 4x Nvidia A10G-large Spaces Hardware Reduced by 54% to $5.00/hour" in Q2 2024; Huggingface has been tracked since 2023-11-14.