Heuristic signals on whether an OpenAI-/Anthropic-compatible endpoint serves the model it claims — catch model-swapping, quantization & silent context truncation. Zero-dependency Python CLI. Signals, not proof.
python cli benchmark proxy tokenizer verification openai gpt claude honesty llm anthropic ai-gateway deepseek llm-gateway openai-compatible model-integrity api-relay model-swapping downgrade-detection
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Updated
Jul 19, 2026 - Python