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Cloudflare Clef vs Jev

Last verified: .How we rank

Cloudflare clef answers typed decision questions through Workers AI while publishing weights on Hugging Face for inspection. You pay Cloudflare meters instead of TypeSafe Jev tokens, which helps when Workers, R2, and D1 already anchor your stack.

clef-flash is a lower priced SKU with a different public Decision Index score. clef is not a drop-in for every Jev gateway integration, but it competes in the same category: parallel decisions over explicit options, not open-ended chat.

jev.aitools.fyi is an independent directory. We are not TypeSafe, Cloudflare, OpenAI, Perplexity, or the makers named on this page unless a listing is marked official.

Catalog listing: Cloudflare Clef (brand-focused page; this article is the Jev comparison).

Cloudflare clef vs Jev at a glance

TopicCloudflare clefTypeSafe JevSource
MakerCloudflareTypeSafe AICloudflare Workers AI: clef
First public release2025 Workers AI catalog (see model page)Hosted System One (ongoing)Cloudflare clef model page
License / accessApache 2.0 weights on Hugging FaceHosted API (weights not downloadable)Hugging Face: Cloudflare/clef
Hosted price (input)$0.24 per M input tokens (vendor list, 2026-10-12)$0.042 per M input tokens (vendor list, 2026-10-12)TypeSafe models page (jev-1.13.0 price table)
API shapeWorkers AI HTTP for clef / clef-flashPOST /v1/systemoneCloudflare clef model page; Jev: TypeSafe API reference
Question typesChoice-style decision tasks (vendor docs)Choice, Score, NoulCloudflare clef model page
InputsText state per Workers AI schemaStructured state stringCloudflare clef model page
Model sizesclef and clef-flash SKUsHosted Jev (closed)Hugging Face weights card
Latencynot publishednot publishedCloudflare Workers AI: clef (no published p95 SLA cited)
Decision Index (public)53.08 (Decision Index 0.3.1, snapshot 2026-10-10; independent harness, not vendor-only)60.11 (Decision Index 0.3.1, snapshot 2026-10-10; independent harness, not vendor-only)Decision Index 0.3.1 public snapshot
Data handlingProcessed under Cloudflare AI termsProcessed under TypeSafe termsCloudflare Workers AI privacy
SDKsREST via Workers AI; no TypeSafe SDK by defaulttypesafe_sdk, gateways, MCP ecosystemCloudflare clef model page
Adoption signal14,351 HF downloads, apache-2.0 (2026-10-12)not publishedHugging Face: Cloudflare/clef
clef-flash hosted price$0.038 per M input tokens (vendor list, 2026-10-12)$0.042 per M input tokens (vendor, TypeSafe docs)TypeSafe models price table (Jev column)
clef-flash Decision Index53.08 (Decision Index 0.3.1, snapshot 2026-10-10; independent harness, not vendor-only)60.11 (Decision Index 0.3.1, snapshot 2026-10-10; independent harness, not vendor-only)Decision Index 0.3.1 public snapshot

What clef is

Cloudflare clef answers typed decision questions through Workers AI while publishing weights on Hugging Face for inspection. You pay Cloudflare meters instead of TypeSafe Jev tokens, which helps when Workers, R2, and D1 already anchor your stack.

clef-flash is a lower priced SKU with a different public Decision Index score. clef is not a drop-in for every Jev gateway integration, but it competes in the same category: parallel decisions over explicit options, not open-ended chat.

Accuracy and benchmarks

Independent Decision Index edition 0.3.1 lists Cloudflare clef at 53.08 in our imported snapshot.

Fit and tradeoffs

Choose clef when your constraints match its deployment model: Workers AI is already approved in your security review; You want inference colocated with Workers requests; Finops prefers Cloudflare meters over a second AI vendor.

Pricing and ops

Workers AI bills clef and clef-flash on separate meters; use the facts table for $/M input and add your Workers request volume before you compare to api.typesafe.ai.

Migrating from hosted Jev

Keep your question map and threshold logic stable. Swap client configuration to point at the new base URL or SDK, then run shadow traffic until disagreement rates fall below your risk budget.

                // Before: hosted Jev
const client = new TypeSafe({ apiKey: process.env.TYPESAFE_API_KEY });
await client.systemone({ model: "jev-latest", state, questions });

// After: self-hosted System One compatible server (Kev, decider, SemIf, etc.)
const client = new TypeSafe({ baseURL: "http://localhost:8000" });
await client.systemone({ model: "@cf/cloudflare/clef", state, questions });
              

Ecosystem links

Start from Cloudflare clef and clef-flash model pages, then cross-check Workers AI limits against catalog clef listings.

Product-specific notes

Workers AI runs clef beside your existing fetch handlers, which matters when latency budgets are dominated by round trips to a separate AI vendor. clef-flash is a separate SKU with its own price row in our table; do not assume flash scores transfer to the standard clef gate you ship in production.

Gateway adapters that hard-code api.typesafe.ai still need a translation layer for Workers AI JSON even when question semantics match. Cloudflare publishes weights on Hugging Face, but production inference still flows through Workers AI meters and account limits.

If your security review already approved Workers, clef is often faster to ship than opening a second AI vendor relationship. Measure p95 inside the region where your Workers execute; edge placement changes both latency and which failure modes you see first.

When to choose Cloudflare clef

  • Workers AI is already approved in your security review
  • You want inference colocated with Workers requests
  • Finops prefers Cloudflare meters over a second AI vendor

When to stay on Jev

  • You depend on TypeSafe gateway partners and api.typesafe.ai SLAs
  • You need the highest public Decision Index score among hosted options we track
  • Legal already signed TypeSafe data processing terms

FAQ

Is Cloudflare clef the same product as TypeSafe Jev?

No. Jev is TypeSafe's hosted System One service. Cloudflare clef is a separate product with its own weights, terms, and ops model unless explicitly documented as compatible HTTP.

Does Cloudflare clef beat Jev on Decision Index?

The public snapshot in our metrics file scores Cloudflare clef; compare the facts table to hosted Jev. Public Decision Index slices still miss Workers-specific latency and billing gates you care about in production.

Can I use the TypeSafe SDK with Cloudflare clef?

Workers AI clef JSON may differ from POST /v1/systemone even when question semantics match; budget adapter work before you cut over hardened gateways.

Should I leave hosted Jev entirely?

Not necessarily. Teams often keep Jev for gates that need vendor support while experimenting with Cloudflare clef on lower-risk paths. Run shadow mode until metrics prove parity.

Other Jev alternatives

Sources

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By Rishit