Morph · FinOps Profile

Morph Labs Finops

FinOps view of Morph spend. Morph bills usage-based per-token rates on its specialized code models (Apply morph-v3-fast / morph-v3-large, code search, compaction) and a per-request rate on the router, drawn down against monthly subscription credits (Free, Starter, Pro, Scale). Embeddings and rerank consume credits without a published per-unit rate. Morph Cloud Infinibranch sandboxes are billed separately for compute.

Morph Labs Finops is the FinOps profile for Morph on the APIs.io network, aligned with the FinOps Foundation Framework.

It defines 9 billable meters, billed in USD, on a monthly cycle, and pricing category usage-based.

The profile maps 8 FOCUS columns for cost-allocation reporting.

Tagged areas include AI, Code Editing, Fast Apply, Embeddings, and Sandboxes.

Category: AI and Machine Learning Pricing: Usage-Based Billing: Monthly FOCUS v1.3
AICode EditingFast ApplyEmbeddingsSandboxesFinOpsCost ManagementFOCUS

Framework Alignment

Framework
FinOps Foundation Framework
Data Spec
FOCUS v1.3

Charge Categories

UsagePurchaseAdjustment

FOCUS Columns

BillingCurrency
USD
ChargeCategory
Usage
InvoiceIssuerName
Morph
PricingCategory
Usage-Based
ProviderName
Morph
PublisherName
Morph
ServiceCategory
AI and Machine Learning
ServiceName
Morph API

Meters

apply_input_tokens
Unit: tokens
Tokens sent to Apply models (morph-v3-fast / morph-v3-large), billed per 1M tokens per model.
apply_output_tokens
Unit: tokens
Merged-output tokens returned by Apply models, billed per 1M tokens per model.
code_search_tokens
Unit: tokens
Tokens processed by WarpGrep code search, billed per 100K tokens.
compaction_tokens
Unit: tokens
Tokens processed by the compaction model, billed per 1M tokens.
router_requests
Unit: requests
Router invocations billed per request.
embedding_tokens
Unit: tokens
Tokens embedded via morph-embedding-v4, consuming monthly credits.
rerank_requests
Unit: requests
Rerank requests against morph-rerank-v3, consuming monthly credits.
subscription_credits
Unit: credits
Monthly credit allotment by subscription tier drawn down by model usage.
sandbox_compute
Unit: compute
Morph Cloud Infinibranch sandbox compute, billed separately from model credits.

Sources