Abliteration.ai

Abliteration.ai

3.2

Abliteration.ai is an OpenAI-compatible, reduced-refusal LLM API with a policy-as-code governance gateway, built for security, trust and safety, and ML teams.

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AI APIlarge-language-models-llmsai-developer-toolsred-teamingsynthetic-data
Last Updated Oct 21, 2026
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About

Abliteration.ai is a hosted large language model API designed for professional teams whose legitimate work is frequently refused by mainstream LLM providers. Security researchers, AI red teams, trust and safety groups, and ML engineers often need models that will answer technical questions about vulnerabilities, generate sensitive-but-authorized content, or produce training data that other providers block. Abliteration.ai addresses this by offering a reduced-refusal model behind an API, paired with governance controls so access remains auditable and policy-bound rather than ungoverned.

The platform is operated by Abliteration AI, Inc. It works as a drop-in replacement for existing OpenAI or Anthropic integrations: developers change the base URL to api.abliteration.ai/v1 and keep their existing SDKs and code. Requests pass through a Policy Gateway that applies customer-defined policy-as-code rules, and prompts are processed with zero retention by default. The result is an unrestricted-but-governed LLM service built for high-risk, authorized workflows.

Key Features

OpenAI-compatible API: Works with OpenAI's Chat Completions API and Anthropic's Messages API, so teams can switch by changing one base URL without rewriting code.
Policy Gateway: Applies customer-defined policy-as-code to every request, returning one of five outcomes — allow, refuse, rewrite, redact, or escalate — with reason codes logged.
Reduced-refusal model lineup: Offers abliterated-model (text and vision, 256K context), abliterated-model-large, and abliterated-model-large-v2 (frontier-scale text reasoning, 1M context).
Training data generation: Produces labeled synthetic datasets such as preference pairs, eval rows, and classifier examples, with schema-validated outputs in formats like OpenAI training JSONL and export to Hugging Face.
Audit logging: Streams policy decisions to Splunk, Datadog, Elastic, Azure Monitor, or a customer's own S3 bucket for compliance evidence.
Data protection: Prompts and completions are processed transiently with no storage by default and are never used for training; EU data residency is available.
Per-project API keys: Supports project-scoped keys with quotas and policies, so different teams can operate under different rules.

Pricing & Fees

  • Pricing: Developer is $20/month ($20 usage credit, 2.5% off extra usage), Growth is $50/month ($50 credit, 5% off), Scale is $200/month ($200 credit, 10% off), and Enterprise is custom-priced. Usage rates: abliterated-model at $1.00 input / $3.00 output per million tokens; large models at $3.00 input / $5.00 output per million tokens.
  • Free trial: A free preview is available with no card required, so developers can test the API before adding payment.
  • Cached input discount: Cached input tokens are billed at 10% of the standard input rate.
  • Enterprise tier: Adds dedicated throughput, custom model and region routing, custom contracts, compliance review, and Policy Gateway governance.

Who It's For

Abliteration.ai targets security professionals and researchers running authorized penetration tests, prompt injection tests, and OWASP LLM Top 10 evaluations. It also serves trust and safety teams that need labeled data for harassment, scam, and deepfake classifiers; ML engineers building synthetic training and eval datasets; and defense or government contractors operating under formal policy constraints. It is intended for organizations that need unrestricted model behavior combined with auditable, policy-based governance, not for casual chatbot users.

FAQ

What is Abliteration.ai?It is an OpenAI-compatible LLM API with reduced-refusal models and a policy-as-code governance gateway, built for security, trust and safety, synthetic data, research, and defense workflows.

Is there a free plan?Yes, a free preview is available with no credit card required, and paid subscriptions start at $20 per month on the Developer plan.

Does it work with existing OpenAI or Anthropic code?Yes, it is compatible with OpenAI's Chat Completions API and Anthropic's Messages API, requiring only a base URL change to api.abliteration.ai/v1.

What is the Policy Gateway?It is a governance layer that evaluates every request against customer-defined policies and returns allow, refuse, rewrite, redact, or escalate outcomes, with reason codes streamed to logging destinations such as Splunk, Datadog, Elastic, or S3.

Does Abliteration.ai retain prompts or chat logs?No, prompts and completions are processed transiently with zero retention by default and are never used for model training; web search queries are the one exception since they reach an external provider.