v3 routing engine is live

Ship AI that reasons —
not just responds.

Vantafold is the unified inference and orchestration layer for teams building serious AI products. One API. Every model. Production-grade.

  • 200+models, one endpoint
  • 99.99%uptime
  • 38 msmedian routing overhead
api.vantafold.ai
# pip install vantafold
from vantafold import Vantafold

client = Vantafold(api_key=os.environ["VANTAFOLD_API_KEY"])

response = client.reason(
    model="auto",
    input="Reconcile these ledgers and explain the variance.",
    tools=[ledger_lookup],
    budget={"max_cost_usd": 0.25, "max_latency_ms": 3000},
)

print(response.output_text)
print(response.route.model, response.usage.cost_usd)
200 OK routed to frontier-lg 1.42 s $0.019

The infrastructure behind modern AI teams.

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Product

One layer between your product and every model.

Vantafold sits in the request path so your application code stays stable while the model landscape underneath it keeps moving.

Unified API

200+ models behind one endpoint. Swap models without changing a line.

  • Stable request and response schema
  • Tools, streaming, and structured output everywhere
  • Version pinning with deprecation windows

Smart routing

Automatic model routing for cost, speed, and quality.

  • Per-request budgets and latency ceilings
  • Failover across providers and regions
  • Shadow traffic for safe model migrations

Full observability

Trace every call, token, and dollar in real time.

  • Distributed traces down to the tool call
  • Spend and latency breakdowns by route
  • OpenTelemetry export to your stack
Built for scale

Infrastructure that holds under load.

Vantafold runs across multiple regions with active-active failover. The gateway autoscales ahead of traffic, and the router keeps a warm pool of capacity so the first request of a spike costs the same as the millionth.

  • 99.99% uptimeMeasured on the public status page, with per-region SLAs.
  • Millions of requests served dailyAcross production workloads in nine regions.
  • 38 ms median routing overheadRouting, auth, and logging on the hot path.
  • Autoscaling without cold startsWarm capacity pools absorb burst traffic.
Read the architecture overview
Developer experience

Three lines to your first response.

Typed SDKs, streaming by default, and the same endpoint in every language. No proxy config, no per-provider branching.

POST api.vantafold.ai/v1/reason
from vantafold import Vantafold

client = Vantafold()

stream = client.reason.stream(
    model="auto",
    input=[{"role": "user", "content": "Summarize this contract."}],
    routing={"optimize": "quality", "fallback": ["frontier-lg", "oss-70b"]},
)

for event in stream:
    if event.type == "output_text.delta":
        print(event.delta, end="")
Typed SDKsPython, TypeScript, Go, and Rust, generated from one spec.
Deterministic replaysRe-run any traced request against a different route.
Local gatewayRun the same router in CI with a single binary.
Enterprise

Ready for your security review.

The controls your platform and compliance teams ask for, available from day one.

SSO and SAML

SAML 2.0, OIDC, and SCIM provisioning with role-based access down to the project.

SOC 2 alignment

Controls mapped to SOC 2 Type II, with audit logs and evidence export on request.

Private deployments

Run the gateway and router inside your VPC, or in a single-tenant region we operate.

Dedicated support

A shared channel with the engineers who operate the platform, plus response-time SLAs.

Data residency

Pin storage and inference to the US, EU, or UK. Zero-retention mode is one flag.

Cost governance

Per-team budgets, hard spend caps, and alerts that fire before the invoice does.

Customers

What teams say after the migration.

We moved four services onto the unified API in a week. The routing config replaced about 2,000 lines of provider-specific glue, and our p95 dropped along the way.
Placeholder NameHead of Engineering, a Series B fintech
The traces are the part I did not expect to care about. Being able to see cost per feature, per customer, changed how we scope roadmap work.
Placeholder NameCTO, a developer tools company
We ran a model migration with shadow traffic for two weeks and cut over with no incident. Previously that would have been a quarter of work.
Placeholder NameStaff Engineer, a healthcare platform
Pricing

Start free. Pay for what you route.

No seat minimums. Model costs are passed through at provider rates.

Free

For prototypes and side projects.

$0/month
Start building
  • 1M tokens of routed inference
  • All 200+ models
  • 7-day trace retention
  • Community support
  • 1 project, 3 members

Enterprise

For regulated and high-volume workloads.

Talk to us
Contact sales
  • Everything in Pro
  • Private and VPC deployments
  • SSO, SAML, SCIM, audit logs
  • Data residency and zero retention
  • 99.99% SLA with dedicated support
  • Volume pricing and invoicing

Backed by operators from the teams who built modern AI infrastructure.

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Build your next AI product on Vantafold.

Free to start. Production-ready when you are.

No credit card required · SOC 2 aligned · Deploy in your VPC