Bay Run client conformance

Public compatibility evidence for the deployed mvp39 lineage.

32/32 PASSoverall matrix

2026-08-18report date

8client libraries

4tested modes

Client matrix — target `https://run.huggingbay.xyz`
Client	Pinned library versions	non-stream	stream	stream+tools	embeddings
openai-python	openai 3.2.0; httpx 0.28.1	PASS — 2xx	PASS — 2xx	PASS — 2xx	PASS — 2xx
langchain	langchain-openai 1.5.1; openai 2.54.0	PASS — 2xx	PASS — 2xx	PASS — 2xx	PASS — 2xx
llama-index	llama-index-core 0.14.23; embeddings-openai 0.6.0; llms-openai 0.7.10; openai 2.54.0	PASS — 2xx	PASS — 2xx	PASS — 2xx	PASS — 2xx
litellm	litellm 1.97.0; openai 2.54.0	PASS — 2xx	PASS — 2xx	PASS — 2xx	PASS — 2xx
httpx	httpx 0.28.1	PASS — 2xx	PASS — 2xx	PASS — 2xx	PASS — 2xx
openai-node	openai 7.5.0	PASS — 2xx	PASS — 2xx	PASS — 2xx	PASS — 2xx
vercel-ai	@ai-sdk/openai-compatible 3.0.31; ai 7.0.66; zod 4.4.3	PASS — 2xx	PASS — 2xx	PASS — 2xx	PASS — 2xx
fetch	native fetch; Node.js 22.14.0	PASS — 2xx	PASS — 2xx	PASS — 2xx	PASS — 2xx

Source snapshot: /Volumes/X10/hugging-bay-ops-output/2026-08-17/mvp39-integrated/CONFORMANCE-REPORT.md
All 32 matrix cells were PASS in the source report. This page publishes compatibility evidence; it does not claim answer quality, provider equivalence, or cryptographic attestation of model weights.