AIForge Works
AIForge Works
Nine providers. One decision surface.
Bring us a GPU decision

Market Observations

GPU market intelligence for decisions that matter.

Track public GPU pricing changes, procurement signals, capacity constraints, and market shifts without digging through provider catalogs yourself.

Analysis

The market signal behind the decision.

Browse analysis →
Analysis
September 2, 2026 · Bobby Clay, Founder, AIForge Works

7 Questions to Answer Before Making or Renewing a GPU Decision

The research behind a GPU commitment reflects the evidence available on the day the decision was made, and it starts aging immediately. Six months later, nobody is asking what the catalogs showed. They're asking what was decided, why, and whether it still holds. Here are seven key GPU decision questions, both for the day the decision is made and for the renewal, and what a decision record needs to contain to answer them.

Explore the related AIForge Works tools
Weekly Pricing Pulse market graphic

Weekly Pricing Pulse

September 7, 2026 · Bobby Clay, Founder, AIForge Works

Weekly Pricing Pulse — September 7, 2026

9 providers refreshed. 12 new silicon catalog entries, 5 restored or expanded listings, 6 newly absent exact catalog observations, and 0 on-demand per-GPU price moves over 1%.

Read the latest Pulse Pulse archive →

Why should you care?

See whether published pricing, catalog visibility, or market conditions changed enough to revisit an active decision.

For:

FinOps, procurement, infrastructure, and AI platform leaders comparing GPU cloud options.

What to re-check

Rates, provider coverage, region choices, and the assumptions that shaped your shortlist.

Signal finder

What are you trying to understand?

Did a public GPU price move?Weekly Pricing Pulse →Has the provider picture changed?Analysis →Could geography change the shortlist?MapIt →

Find the signal for your role

Market context for the decision room.

FinOps / Finance

Benchmark cost assumptions and spot public-market changes worth re-checking.

Procurement

Understand provider and market shifts before an RFQ, renewal, or negotiation.

Infrastructure / AI

Track geography, silicon, power, and provider signals that can change the shortlist.

Analysis

Observations that end in a next step.

Browse the full archive →
Analysis
June 23, 2026 · Bobby Clay, Founder, AIForge Works

The Neocloud Capital Surge: Why $9B in Q4 Is Reshaping AI Compute Procurement

Synergy Research reports neoclouds hit $9B in Q4 2025 revenue at 223% year-over-year growth, with full-year 2025 revenue topping $25B and forecasts pointing to $180B by 2030. Behind that surge sits a three-way shift in how AI compute capacity actually flows — capital, anchor tenants, and channel partners are all rotating toward neoclouds in ways that change the procurement options on the table. Here's what the shift means for teams buying GPU capacity in the second half of 2026.

Review public price options in MPA

Weekly Pricing Pulse

Recent published issues.

Each issue compares published GPU cloud pricing and catalog visibility with the prior reviewed snapshot. It is market context, not a live quote.

Prefer LinkedIn? Subscribe to the LinkedIn edition.Subscribe on LinkedIn
Browse every published Pulse →
July 27, 2026·Weekly Pricing Pulse

Weekly Pricing Pulse — July 27, 2026

9 providers refreshed. 0 new silicon catalog entries; 38 restored or expanded listings; 19 previously listed provider-region GPU offers were not present in this week's public catalog snapshot; and 0 on-demand per-GPU price moves over 1%.

Read the issue

Turn an observation into a decision

Have a live decision affected by what you are seeing?

Bring us a GPU decision

Method

How to read AIForge Works observations.

01

Public-source first

Provider-published catalogs and cited source material establish the comparison.

02

Every change is dated

Each observation identifies the evidence window used for the comparison.

03

Limits stay visible

A catalog entry is evidence of a published listing, not availability or a live quote.

04

Providers confirm the offer

Orderability, capacity, final terms, and service commitments require provider verification.

Read how the Weekly Pricing Pulse works →
Browse the full archiveOpen archive
June 15, 2026·Weekly Pricing Pulse

Weekly Pricing Pulse — June 15, 2026

9 providers refreshed. The June 15 snapshot found 33 newly visible GPU catalog entries, 55 previously listed instance options no longer visible, and 19 comparable on-demand per-GPU price moves over 1%.

Read the issue
June 8, 2026·Weekly Pricing Pulse

Weekly Pricing Pulse — June 8, 2026

9 providers refreshed. The June 8 snapshot found 332 newly visible GPU catalog entries, 159 previously listed instance options no longer visible, and 65 comparable on-demand per-GPU price moves over 1% after holding out BSE rows pending disposition.

Read the issue
June 1, 2026·Weekly Pricing Pulse

Weekly Pricing Pulse — June 1, 2026

9 providers refreshed. The June 1 snapshot found 54 newly visible GPU catalog entries, 13 previously listed instance options no longer visible, and 33 comparable on-demand per-GPU price moves over 1%.

Read the issue
May 25, 2026·Weekly Pricing Pulse

Weekly Pricing Pulse — May 25, 2026

9 providers refreshed. The May 25 snapshot found 14 newly visible GPU catalog entries, 56 previously listed instance options no longer visible, and 0 comparable on-demand per-GPU price moves over 1%.

Read the issue
May 18, 2026·Weekly Pricing Pulse

Weekly Pricing Pulse — May 18, 2026

9 providers refreshed. The May 18 snapshot found 3 newly visible GPU catalog entries, 5 previously listed instance options no longer visible, and 0 comparable on-demand per-GPU price moves over 1%.

Read the issue