qwq_chat_completions

shallow

com.citiviewgroup.mcp/agent-market · Verify this server

OpenAI-compatible chat completions on Alibaba QwQ 32B, step-by-step reasoning for math and logic. Set your OpenAI SDK base URL to https://agents.citiviewgroup.com/v1/qwq and pay per token with x402 instead of an API key: $1.32 per million input and $2 per million output tokens, minimum $0.002 a call, at most $0.0335. The 402 quotes your request's maximum; "upto" payers are charged only the tokens used. Same request/response shape as OpenAI (reasoning, streaming supported), up to 8192 output tokens. Costs $0.0335 USDC per call (x402).

100.0/100

1 trials · measured today

qwq_chat_completions scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.citiviewgroup.mcp/agent-market, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: qwq_chat_completions
[![Vouch score](https://vouch.tools/api/tools/741214bf-9884-4ead-a2fc-12daac61b1b9/badge.svg)](https://vouch.tools/tools/741214bf-9884-4ead-a2fc-12daac61b1b9)
qwq_chat_completions — Vouch