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Vynaris
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Vynaris

OpenAI- and Anthropic-compatible LLM gateway that routes each request down to the cheapest eval-certified model and returns a per-request cost receipt.

Published on Sep 20, 2026

Decision summary

Vynaris

Best for

  • AI agents and LLM applications that need to reduce inference cost by routing requests to cheaper models when quality-safe
  • Developers migrating from OpenAI or Anthropic SDKs with minimal code changes
  • Teams that need per-request cost attribution and exportable ledgers

Watch out for

  • Vynaris is in early beta; the aggregate public stats page is coming soon
  • Anthropic native /v1/messages wire format is not yet implemented, so Anthropic-shaped traffic should route through /v1/chat/completions
  • Savings vary by workload; baseline is provider list price, uncached

Overview

What is Vynaris?

Vynaris is an LLM gateway compatible with the OpenAI and Anthropic client libraries that routes each request to the cheapest model its evaluation evidence certifies for the task, escalating to a frontier model when needed. It markets itself with the line "same quality, a fraction of the cost," and frames its differentiator not as routing itself but as the receipt: every response reports which model served it, what it cost, and what the direct provider price would have been. The service is in early beta at api.vynaris.com, and a separate catalogue of privately hosted "uncensored" models is offered for authorized security testing, defensive engineering, and model evaluation.

How Vynaris works

Integration is a base URL swap. OpenAI-shaped clients point at https://api.vynaris.com/v1, and Anthropic client construction uses https://api.vynaris.com, with prompts, SDKs, and tool definitions unchanged. Setting the model field to auto hands selection to the router; sending a frontier model name instead causes the request to be right-sized with a receipt.

Requests begin in a quality-safe frontier pool, and a cheaper model becomes eligible only after exact-version evaluation evidence clears a quality gate. The served model, its cost, the baseline direct price, and the percentage saved return on response headers (x-vynaris-served-model, x-vynaris-cost-usd, x-vynaris-baseline-usd, x-vynaris-saved) and are exportable as a CSV ledger. Vynaris cites FrugalGPT (Stanford, 2023), RouteLLM (LMSYS, 2024), and Hybrid LLM (ICLR 2024) as prior art, and states that it does not publish house benchmarks, relying on published research and industry-standard benchmarks for quality claims.

Main features

  • OpenAI-compatible chat completions endpoint at https://api.vynaris.com/v1, with model="auto" for routing.
  • Per-request receipts plus an exportable CSV ledger showing served model, provider cost, Vynaris fee, and final charge.
  • Privacy-restricted providers by default, with a stated no-training commitment from Vynaris.
  • Prepaid balance with no overages: credit does not expire and requests stop when the balance reaches zero.
  • Privately hosted reduced-refusal models with 128K context, no prompt or output retention, and scale-to-zero capacity.
  • Documented integration paths for curl, the OpenAI Python and TypeScript SDKs, the Anthropic Python SDK, Claude Code, Cursor, Hermes, OpenClaw, and Pi/other clients.

Pricing

Vynaris offers prepaid router credit and fixed monthly plans that convert payment into API credit.

Routed requests bill at the provider list price of the model that actually serves the request, plus a routing fee of 3% until monthly usage reaches $500, then 1% for the rest of that calendar month; a $500 top-up activates the 1% rate immediately. Top-ups start at $20, credit does not expire, and there are no overages.

Fixed plans add the stated amount to the balance at each renewal, with unused credit rolling over: Vynaris S at $20/month, Vynaris L at $45/month, and Vynaris XL at $150/month. Private uncensored model access begins with the L plan.

Hosted uncensored models bill at published per-token rates: Qwen3.6-35B-A3B-uncensored at $1.00 input / $5.00 output per million tokens; Qwen3.8-27B-uncensored at $1.00 / $7.00; DeepSeek-V4-Flash-uncensored at $2.00 / $11.00; and GLM-5.3-uncensored at $5.00 / $20.00, all listed with 128K context. Checkout is handled by a merchant-of-record payment partner, with available methods varying by region.

Common use cases

  • High-volume agent traffic where many calls do not need a frontier model: classification, extraction, summarization, SQL generation, ticket triage, and multi-step planning.
  • Cost attribution and auditing, since each response's model and price data can be exported and recomputed.
  • Teams wanting a single OpenAI-compatible endpoint across multiple upstream model pools.
  • Authorized red teaming and security testing using the privately hosted reduced-refusal models.

Limitations

Vynaris is in early beta. Its native /v1/messages wire format for Anthropic-shaped traffic is not yet implemented; the documentation directs those requests through the OpenAI-compatible /v1/chat/completions endpoint and describes the Claude Code environment-variable setup as preparation for future compatibility rather than a guarantee that every Claude Code call is served today. Savings vary by workload, and the baseline is provider list price, uncached. The homepage receipt sample is labelled an illustrative replay, with live routing statistics "publishing soon." Hosted uncensored models carry an acceptable-use boundary: child sexual exploitation, human trafficking or exploitation, and non-consensual sexual content are prohibited, and testing is limited to systems and data the user owns or is authorized to assess. Uncensored access requires the $45/month plan or higher, and because billing is prepaid, service stops when the balance reaches zero.

Summary

Vynaris is an early-beta, OpenAI-compatible gateway that routes LLM requests down to cheaper models when evaluation evidence supports it and escalates to frontier models otherwise, returning a per-request receipt with the served model, cost, and baseline price. It is priced as provider list price plus a 3% fee (1% above $500 monthly usage), with $20/$45/$150 monthly plans that convert to credit, plus separately published per-token rates for privately hosted reduced-refusal models. Documented caveats include an unfinished Anthropic-native endpoint, workload-dependent savings, and prepaid spend limits.

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Score anatomy

The dimensions behind the editorial score, each with its judgment note. AI Readiness and GEO Score are platform assessments generated by AIGCLIST after submission.

Information quality

Pricing, docs, and editorial policy are detailed; claims distinguish provider list prices from measured traffic and cite prior art. Public stats page is still 'coming', so some routing accuracy evidence remains pending.

8.4
Strong signal

https://vynaris.com/about — 'We distinguish provider list prices from measured Vynaris traffic, label worked examples, and link to primary documentation or research where a claim depends on an outside source.'; https://vynaris.com/pricing — router fee and hosted model rates are itemized.

Ease of use

One-line base_url swap, model='auto', SDK snippets for Python/TypeScript/curl, and config examples for multiple harnesses; Anthropic SDK path has a caveat.

8.8
Strong signal

https://vynaris.com/docs — 'Change base_url and api_key; every other call in your codebase is unchanged.'; Quickstart shows curl, OpenAI SDK Python/TS, Cursor, Hermes, OpenClaw, and Pi.

Feature depth

Automatic routing/escalation, per-request receipts, CSV ledger, hosted uncensored models, 128K context, balance/usage docs; early beta and native Anthropic /v1/messages not yet implemented.

7.6
Contextual

https://vynaris.com/ — routing receipts and automatic escalation; https://vynaris.com/docs — 'Vynaris’s native /v1/messages wire format is not yet implemented — route Anthropic-shaped traffic through the OpenAI-compatible /v1/chat/completions endpoint documented above until that lands.'

Workflow fit

Designed as a drop-in OpenAI-compatible gateway for agents, coding harnesses, and light production workloads; fixed plans convert to API credit with rollover and no overage charges.

8.2
Strong signal

https://vynaris.com/pricing — 'Every plan payment becomes API credit. Unused credit rolls over, top-ups remain available, and usage stops at zero instead of creating an overage charge.'; https://vynaris.com/docs — model='auto' routing examples.

Reliability

Early beta; reliability refunds are mentioned but no uptime/SLA or independent reliability data appears on the supplied pages, and public stats are not yet live.

6.2
Verify

https://vynaris.com/ — 'Early beta' and 'Public stats page coming'; https://vynaris.com/pricing — 'Reliability refunds' listed without an SLA.

Value

Claims 96–98% measured savings, provider price + 3%/1% routing fee, $20–$150 plans with credit rollover, and hosted models from $1/M input. Savings are vendor-reported on own traffic.

8.7
Strong signal

https://vynaris.com/ — '96–98% measured savings on live routed requests vs. the requested model at list price'; https://vynaris.com/pricing — 'The fee is 3% until your monthly usage reaches $500, then 1%. A $500 top-up activates the 1% rate immediately for that calendar month.'

Scores indicate documented product strength, not a hands-on guarantee.

Evidence check

Public claims about this tool, each tagged with a verification status and its cited source.

Pricing — Vynaris3
vynaris.comVerifiedChecked Sep 29, 2026

The Vynaris S plan costs $20/month and includes $20 in API credit every month.

Router pricing adds a 3% fee until monthly usage reaches $500, then 1% for the rest of that month.

Hosted uncensored models are billed per token, including Qwen3.6-35B-A3B-uncensored at $1.00/M input and $5.00/M output with 128K context.

https://vynaris.com/pricing
Docs — Vynaris1
vynaris.comVerifiedChecked Sep 29, 2026

Vynaris is an OpenAI-compatible gateway with Anthropic SDK setup, but its native /v1/messages wire format is not yet implemented.

https://vynaris.com/docs
Vynaris — same quality, a fraction of the cost1
vynaris.comVerifiedChecked Sep 29, 2026

Every routed response carries a receipt with served model, cost, baseline cost, and savings percentage in response headers.

https://vynaris.com/
About Vynaris and our editorial policy1
vynaris.comVerifiedChecked Sep 29, 2026

Vynaris is a product of Vynara (formerly Wavicle Technologies).

https://vynaris.com/about
Vynaris — same quality, a fraction of the cost

Product overview, routing receipt example, benchmark claims, hosted uncensored models, plans summary, and prior art. · Sep 29, 2026

Docs — Vynaris

Quickstart, SDK and harness integration snippets, hosted model notes, and the caveat that native /v1/messages is not yet implemented. · Sep 29, 2026

Pricing — Vynaris

Router fee structure, fixed plan pricing and credit terms, hosted uncensored model per-token rates, and payment methods. · Sep 29, 2026

About Vynaris and our editorial policy

Company identity, editorial policy, corrections process, and Vynara parent company note. · Sep 29, 2026

Decision desk

The questions most worth resolving before you rely on the product or visit its official site.

Vynaris is an OpenAI-compatible inference gateway that routes requests to right-sized models, starts with frontier capability, and returns per-request receipts showing served model, cost, and baseline direct price.

Point your client's base_url at https://api.vynaris.com/v1 for OpenAI-shaped clients or https://api.vynaris.com for the Anthropic SDK construction; keep prompts and tool definitions, then set model to auto or send a frontier model name.

Each request starts in a quality-safe frontier pool. A cheaper model becomes eligible only after exact-version eval evidence clears the quality gate; if small models aren't good enough, Vynaris escalates to the requested model.

Routed requests are billed at provider list price plus a routing fee: 3% until monthly usage reaches $500, then 1%. Prepaid top-ups start at $20; fixed plans from $20/month convert payment into API credit with rollover and no overages.

Every response carries x-vynaris-served-model, x-vynaris-cost-usd, x-vynaris-baseline-usd, and x-vynaris-saved headers; the ledger is exportable as CSV so you can recompute the receipt.

Verify on official site

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