CCIR Compute Credit Index Research
v2.0.0
AS OF · 2026-04-26
T1IF H100 $6.52 T2IF H100 $3.59 T3IF H100 $2.69 T1IF H200 $7.11 T2IF H200 $4.79 T3IF H200 $3.44 T1IF B200 $8.60 T2IF B200 $6.59 T3IF B200 $3.77 T1IF GB200 $13.52 T2IF A100 $2.33 T3IF A100 $1.07
Intelligence Factory Taxonomy · 2026-04-26

Three Tiers of Intelligence Factory

CCIR tier rates are productivity-adjusted reference rates. There is no clean throughput number to settle the question — usable compute per dollar depends on workload, framework, and scale efficiency — so CCIR does what commodity markets do when output is hard to measure: grade the inputs. Crude oil prices light sweet, medium, and heavy sour as distinct feedstock grades because refinery yield is hard to standardize but feedstock is observable. Compute is the same: fabric, host topology, and operational bundle are observable; effective throughput is not. MLPerf submissions on identical silicon show realized throughput varies materially with system configuration — fabric, host topology, and operational scaffolding — which is what the tier construct grades.

T1IF

Tier 1 Intelligence Factory

Top-grade fabric, dedicated single-tenant bare-metal, full enterprise bundle — managed operations, tiered support, observability, egress allowance, regulated-workload compliance. The rate buys capability that translates directly into useful compute per dollar at production scale.

T2IF

Tier 2 Intelligence Factory

Dedicated single-tenant bare-metal with disclosed fabric, basic support, no managed-ops wrapper. Where most production training spend lands. The middle grade — the rate is lower, but each $/GPU-hr buys less of the bundle that turns silicon into output.

T3IF

Tier 3 Intelligence Factory

Co-located or marketplace clearing on variable Ethernet fabric. Self-serve, no support tier, interruptibility common. The lowest rate band — and the lowest effective throughput per nominal $/GPU-hr once interrupt risk is priced in.

Attribute T1IF T2IF T3IF
Tenancy Dedicated bare-metal, single-tenantDedicated bare-metal, single-tenantShared-pool or marketplace
Fabric IB-NDR or eq. (3.2 Tbps RDMA, 8×400 Gbps)IB-HDR / RoCE-v2 / EFA / mixed disclosedEthernet / variable / undisclosed
Bundle depth Managed ops, tiered support, observability, egress allowance, complianceBasic support, no managed opsSelf-serve, no support tier
Typical operators AWS · Azure · OCI · GCP · CoreWeave · NebiusLambda OD · RunPod Secure · Crusoe · HyperstackRunPod Community · Vast.ai · Together MoE
Use case Production training, regulated workloadsDedicated training, less ceremonyCost-sensitive batch, dev/test, spot

Each tier is a capability bundle. The matrix describes what the rate at each tier actually packages — fabric, host, bundle depth, typical operators, use case.

Per-Silicon Ladder · On-Demand · 2026-04-26

Same chip, three tiers.

Median rate per chip across each Intelligence Factory tier. n is the number of independent operators contributing to that median. An em-dash means the cell has no Published row in today's snapshot.

Silicon T1IF Tier 1 IF T2IF Tier 2 IF T3IF Tier 3 IF
Median $/hr Trend n Median $/hr Trend n Median $/hr Trend n
GB200 $13.52 3
B200 $8.60 3 $6.59 5 $3.77 4
H200 $7.11 4 $4.79 5 $3.44 7
H100 $6.52 4 $3.59 7 $2.69 9
A100 $1.99 3 $1.07 6

The same chip can trade across all three tiers. An H100 SXM in a Tier 1 hyperscale deployment, a Tier 2 dedicated cluster, and a Tier 3 marketplace listing all carry identical silicon at fundamentally different rate bands — because the deployment is the product. A buyer can nominally pay less at T3IF and receive less usable compute per dollar after interrupt risk, support gaps, and operational overhead are priced in.

Classification

How the algorithm assigns a tier.

Tier assignment is per-SKU and grade-based — driven by the capability bundle each SKU exposes, not by which operator hosts it. An interruptible SKU from any operator routes to T3IF; a dedicated-host SKU with disclosed IB-class fabric and full enterprise bundle routes to T1IF; everything in between routes to T2IF. The same operator can therefore appear in two or three tiers across its SKU catalog, depending on what each SKU actually packages.