Honest comparison · Updated quarterly

Tokmeter vs Portkey.

Portkey is a strong production gateway — fallbacks, retries, semantic caching, prompt management. Tokmeter sits on the finance and governance side of the same wire. The two coexist cleanly.

tokmeter.ai
AI FinOps platform

Install in 5 minutes without touching app code. Built for procurement, finance, and the CTO conversation.

  • Read-only billing-key ingest — no proxy required
  • Chargeback by team, cost center, GL code
  • Per-model and per-team $ caps with simulation
  • IDE seats (Cursor, Copilot) alongside API spend
Portkey
Production AI gateway

A capable proxy with caching, prompt management, and guardrails — best when reliability on the request path is the priority.

  • Sits on every model call — code change required
  • Strong semantic cache + prompt versioning
  • Engineer-led dashboards
  • Budgets per virtual key, not per cost center
Pick Portkey if…
  • · You want a hardened proxy with semantic caching and prompt versioning.
  • · You're fine wiring an SDK on the request path.
  • · Finance hasn't asked for chargeback yet.
Pick Tokmeter if…
  • · You need an AI bill report your CFO will accept.
  • · You want to start in 5 minutes without an engineer.
  • · You need IDE-tool seats in the same view as API spend.

Feature-by-feature

Updated June 2026. Spotted something out of date? Tell us.

Install & footprint
CapabilityTokmeterPortkey
Install without engineers
Paste a read-only billing key, see spend in 5 min
SDK or proxy change required
No code-path change
drop-in for OpenAI SDK
Proxy / gateway on hot path
Sits in front of every model call
optional — only when you want caps
FinOps & procurement
CapabilityTokmeterPortkey
Chargeback report (PDF/CSV by team, cost center, GL code)
Budget approvals with email sign-off
Hard $ caps per org / team / virtual key / model
budgets per virtual key
IDE seats (Cursor, Copilot) in same view as API spend
Anonymized industry benchmarks (Spend Index)
Outcome KPIs (cost per PR, cost per ticket)
Gateway & reliability
CapabilityTokmeterPortkey
Automatic fallback / retry across providers
Semantic caching
not our wedge
Prompt management & versioning
Guardrails (PII redaction, prompt injection)
PII redaction
Load balancing across keys
Coverage
CapabilityTokmeterPortkey
OpenAI, Anthropic, Gemini, Azure, Bedrock, Vertex
IDE-tool ingest (Cursor, GitHub Copilot)
n8n / workflow ingest
Manual CSV upload for non-API spend
Pricing
CapabilityTokmeterPortkey
Free tier with real connections
1 provider, full dashboards
10k requests/mo
Paid plans start at
$49/mo Starter
$49/mo Pro
Pay per gateway request
flat tiers
above quota
Available Partial / on roadmap Not available

Already running Portkey?

Keep it. Tokmeter ingests your provider billing read-only and sits alongside — so you get FinOps without changing your request path.

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