# Refuseless | Abliterated inference profile and prices

[Directories](/directories/) › [Cybersec & Abliterated](/cybersec/) › Refuseless

![Refuseless logo](/logos/refuseless.png)

Verified

Refuseless is listed as a dedicated lab provider with 5 models in the cybersec directory.

Dedicated lab No KYC OpenAI-compatible

[Visit provider ↗](https://refuseless.com) [Compare scores →](/cybersec/compare/)

Overview Models Pricing Access KYC Scores Performance

## At a glance

Record

Operator

Refuseless (US)

Group

Dedicated lab

KYC

No KYC

API shape

OpenAI-compatible

Founded

2026

Website

[refuseless.com](https://refuseless.com)

## Summary

Scope

New (Oct 2026). Some non-ZR models can spill to anonymized partner routes.

Zero prompt retention; in-memory only. Billing keeps token counts and cost.

[Source: refuseless.com/pricing ↗](https://refuseless.com/pricing) · KYC scan 4 November 2026

### API access

OpenAI-compatible

### Payments

CardBitcoinEthereumUSDTUSDCMonero

### KYC

No KYC

### Best score

CyberBench 72.1

## Key models

5 listed

GLM 5.3 AbliteratedFrontier 1M · 38% off list; 85 tok/s. Abliterated $1.25 / $2.25

GLM 5.3 Flash AbliteratedFrontier 1M · 47% off list; 130 tok/s. Abliterated $0.15 / $0.50

DeepSeek V4.1 Flash 1017 AbliteratedFrontier 1M · 55% off list; 400 tok/s. Abliterated $0.22 / $0.75

DeepSeek V4.1 Flash 1017 (stock)Frontier 1M · Not abliterated. · Stock Stock $0.05 / $0.15

MiniMax M3.1 Flash 1M · Not abliterated. · Stock Stock $0.05 / $0.25

## Pricing

List rates · USD per 1M tokens

Model Type Input price Caching price Output price

GLM 5.3 Abliterated1M · 38% off list; 85 tok/s. Frontier $1.25 \- $2.25

GLM 5.3 Flash Abliterated1M · 47% off list; 130 tok/s. Frontier $0.15 \- $0.50

DeepSeek V4.1 Flash 1017 Abliterated1M · 55% off list; 400 tok/s. Frontier $0.22 \- $0.75

DeepSeek V4.1 Flash 1017 (stock)1M · Not abliterated. Frontier $0.05 \- $0.15

MiniMax M3.1 Flash1M · Not abliterated. Stock $0.05 \- $0.25

List rates. Cached input shown where published; "-" means the provider does not publish a cache rate. Workload comparison uses 1M input plus 250K output. Per 1M tokens

## Access

Rails & limits

Card**Supported**

Crypto**Supported**

Rails**Card, Bitcoin, Ethereum, USDT, USDC, Monero**

Minimum top-up**Not published**

Visa/Mastercard + 5 coins. Crypto payments non-refundable; card refundable if <5% used.

## KYC

No KYC

No KYC/ID requirement published. Sign up with email or Google.

No ID step at signup or checkout; email + card/crypto only

[Vendor source ↗](https://refuseless.com/pricing) · Basis: Vendor statement

## Scores

Published cyber benchmarks

ModelCyberBenchCyberOffenseCyberGym

GLM 5.3 Abliterated 72.1 \- 84.5

GLM 5.3 Flash Abliterated 67.9 19.2 \-

DeepSeek V4.1 Flash 1017 Abliterated 73.7 72.8 88.1

## Performance

Coming soon

Latency

### Time to first token

Median and p95 response times for short and long prompts, measured from repeatable probes rather than vendor claims.

Coming soon

Throughput

### Tokens per second

Streaming output rate and request throughput under steady load, with concurrency and context length recorded.

Coming soon

Efficiency

### Cost per workload

Blended cost for a fixed workload, including cache reads and output tokens, so speed and price can be compared together.

Coming soon

Independent performance probes are being added. Vendor-reported numbers are not mixed into this section.

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