Disclosure. Uncensored AI Atlas has a commercial relationship with MolochAI. We may benefit when you sign up or buy credit through our links. This page uses the same template, sources and rules as every other provider profile, and lists MolochAI's limitations as plainly as its features. How we handle this.

At a glance

Type
Direct provider
API base URL
https://api.molochai.dev/api/v1Source: OpenAI compatibility
Billing
Prepaid in crypto. Pay as you go from account credit (top-ups of $10 to $50), or prepaid monthly plans with a token quota. The same per-token rate applies to every model.
Docs
https://molochai.dev/docs
Prices
https://molochai.dev/pricing
Commercial relationship with Atlas
Yes. See the partner disclosure.

Documented features

FeatureStatus per provider docsNotes
OpenAI-style chat completionsSupportedPOST /chat/completions, plain and streaming.
Public model listSupportedGET /models.
Streaming (SSE)SupportedUsage is always included in the final chunk.
Tool / function callingSupportedQuality can vary by server. While streaming, tool arguments arrive whole.
JSON mode / response_formatAccepted but ignoredresponse_format is ignored: ask for JSON in the prompt and validate it.
Image inputPer model or partialImage parts are forwarded and work only on servers with vision enabled.
Not independently tested. Reliability, latency and uptime are not measured by Atlas.

What to know

  • The provider says each of its five models is a refusal-reduced build but does not name the exact weights it serves. The facts it shows describe the base models.
  • max_tokens is accepted and then replaced with the plan's output cap (9,000 tokens on standard plans).
  • Published limits: 200,704-token context on standard plans, 60 requests per minute per account, and a token cap per 5-hour session.
  • stop, n, seed, frequency_penalty, presence_penalty, top_k, logprobs and logit_bias are dropped without an error.

Refusal-reduced offerings

Provider and model idWhat is servedInput / 1MOutput / 1MCached input / 1MContextMax output100K in + 20K outChecked
MolochAIPartner
gemma4-26b-a4b-qat
Own refusal-reduced build, weights not named
Gemma4-26B-A4B-QAT (refusal-reduced build)
$0.50$2.00not listed200,7049,000$0.090014 November 2026
MolochAIPartner
glm-4.7-flash-uncensored
Own refusal-reduced build, weights not named
GLM-4.7-Flash-Uncensored
$0.50$2.00not listed200,7049,000$0.090014 November 2026
MolochAIPartner
glm-5.3-flash
Own refusal-reduced build, weights not named
GLM-5.3-Flash (refusal-reduced build)
$0.50$2.00not listed200,7049,000$0.090014 November 2026
MolochAIPartner
llama-3.3-70b-instruct-abliterated
Own refusal-reduced build, weights not named
Llama-3.3-70B-Instruct-abliterated
$0.50$2.00not listed200,7049,000$0.090014 November 2026
MolochAIPartner
qwen3.8-27b-uncensored
Own refusal-reduced build, weights not named
Qwen3.8-27B-Uncensored
$0.50$2.00not listed200,7049,000$0.090014 November 2026
USD per 1M tokens as published by each provider. Sorted by the cost of the 100K in + 20K out workload, lowest first; the workload column applies the same formula to every row and ignores caching.

Sources

  1. AI API Pricing: Pay as You Go or Monthly Plans, MolochAI. Checked 14 November 2026.
  2. AI Models on One API: Compare All Five, MolochAI. Checked 14 November 2026.
  3. OpenAI compatibility, MolochAI. Checked 14 November 2026.