Comparison

Cloptima vs Portkey

Cloptima governs and accounts for AI spend end to end: per-team budgets and policies, BYOK on your own provider contracts, attribution and chargeback, an attributed ledger, and unit economics tied to cloud cost — over a governed gateway. Portkey handles gateway routing and guardrails, but allocation, budgets-by-team, cost reporting, and finance reporting sit outside it. That finance and governance layer is exactly what Cloptima is built for.

FeatureCloptimaPortkey
AI FinOps Capabilities
Gateway routing and reliabilityGoverned AI gateway for FinOps-controlled workloadsGateway routing and operations
Full request latency (p95), governance and execution includedp95 up to 13msNot published as a distinct, policy-on measurement
Virtual keys and BYOKVirtual keys plus encrypted provider credential controls for finance attributionGateway access and provider config
Terraform providerOfficial provider for gateway keys, policies, policy bindings, tool servers, and provider credentialsOfficial provider for configs, workspaces, and prompts
GuardrailsPolicy and governance controls for model usage and spendGuardrails and routing — its focus
Prompt retention controlsMetadata-first by default; opt-in tenant-isolated audit retention (tool I/O or full session) availableDepends on observability and logging configuration
LLM cost allocationTeam, app, customer, workflow, agent run, and product dimensionsUsage analytics and metadata-based reporting
Cloud cost integrationNative cloud, Kubernetes, workload, and team cost contextNot the main product category
Cross-protocol + SDK telemetryOpenAI and Anthropic surfaces with cross-protocol routing, plus JS/Python/Go SDKs for attribution without a gatewayGateway-centric; SDK attribution typically separate
Guardrail cost economicsProvider scans carry a per-request cost cap, with skip or block above it, plus versioned, audited profiles — not just detectionVaries by gateway
Exact and semantic response cachePolicy-scoped exact-match plus semantic cache with observe-before-enforceNot a built-in capability
Where Cloptima fits

When Cloptima is the better fit

Built For Finance And Platform Together

Cloptima gives platform teams controls while giving finance the usage, ownership, and cost data needed for AI spend governance.

AI Unit Economics

Cloptima is designed to connect AI spend to customer, workflow, and product-level margin views.

Guardrails Priced, Not Just Enforced

Cloptima treats the cost of a provider safety scan as a policy variable: cap it per request, choose to skip the scan or block above the cap, and skip it when a request is already slow. Every profile change is versioned and audited.

Full Governance At Negligible Latency Cost

Cloptima publishes what the full governed request — attribution, policy, pricing, atomic budget enforcement, guardrails, durable accounting, plus making the call itself — costs end to end in added latency, and the answer is close to nothing. See our benchmark for the current figure.

FAQ

Questions teams ask

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