ALL SYSTEMS OPERATIONALlast_scan 2026-11-01 16:42 SGTprobes 176 relays × 8 providersnext_scan in …
rankings/anyscale-com
PA

Production-scale AI with Ray

riskyflagged needs_review by the awesome-ai-api scraperlast probed 2026-11-01
Quality score
7.1
Get this relay →
Latency
71 ms
Uptime (30d)
96.7%
Region
GLOBAL
Payment
—

Supported models

llama

About Production-scale AI with Ray

Production-scale AI with Ray is an AI API relay serving the global region, advertising access to Meta Llama. Based on our latest probe (2026-11-01) the endpoint responded in 71 ms with 96.7% 30-day uptime, giving it a composite Quality Score of 7.1. It sits in the Risky band — either the composite score is below 6.0 or the source data flagged it for manual review in our ranking. Our authenticity probe uses model-specific fingerprint prompts to detect distillation, silent model substitution, or response caching — probe-based verification is a placeholder in the current MVP and will replace this paragraph as the pipeline lands.

Baseline model pricing

upstream $ per 1M tokens · models.dev

What the underlying model providers charge. Compare against what the relay quotes on their site to spot markup.

FamilyModelInputOutputContext
Meta LlamaMuse Wonder$4.00$20.001.0M
Muse Spark 1.3 Contributor$0.100$0.2001.0M

Model authenticity analysis

MVP placeholder

Our authenticity probes are being built. Once live, this section will show whether Production-scale AI with Ray’s claimed models pass response-fingerprint checks against the upstream provider. See Methodology.