Disclosure. Uncensored AI Atlas has a commercial relationship with MolochAI. We may benefit when you sign up or buy credit through our links. MolochAI's rows sit alongside the others, sorted by the same rules, and are marked Partner. How we handle this.

How to compare

Compare rows only when they serve the same thing. A row that names the exact Hugging Face repo can be compared with another row naming the same repo. A provider's own build and a standard model are different weights, so a lower price there is not a like-for-like saving. Context limits also differ: the same variant is listed with 32,768 tokens at one provider and 64,000 at another.

Worked example: the reference workload

The "100K in + 20K out" column prices one request with 100,000 input tokens and 20,000 output tokens:

cost = 100,000 / 1,000,000 × input_rate + 20,000 / 1,000,000 × output_rate
e.g. $0.50 and $2.00 per 1M → $0.05 + $0.04 = $0.09

It ignores prompt caching. To price your own mix, including cached tokens and monthly volume, use the token cost calculator or the price comparison tool, which exports CSV.

Qwen3.8-27B

Refusal-reduced offerings built on Qwen3.8-27B. Variants, methods and licenses.

Provider and model idWhat is servedInput / 1MOutput / 1MCached input / 1MContextMax output100K in + 20K outChecked
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
Featherless
huihui-ai/Huihui-Qwen3.8-27B-abliterated
Names the exact Hugging Face repo$1.60$12.00not listed32,76832,768$0.400014 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.
Standard Qwen3.8-27B rates for reference (3)
Provider and model idWhat is servedInput / 1MOutput / 1MCached input / 1MContextMax output100K in + 20K outChecked
OpenRouter
qwen/qwen3.8-27b
Standard model, not refusal-reduced$0.15$1.875$0.03751,024,000Not stated$0.052514 November 2026
Featherless
Qwen/Qwen3.8-27B
Standard model, not refusal-reduced$0.40$3.00not listed262,14432,768$0.100014 November 2026
Venice
qwen-3-8-27b
Standard model, not refusal-reduced$0.45$3.20not listed262,14465,536$0.109014 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.

Gemma 4 26B A4B

Refusal-reduced offerings built on Gemma 4 26B A4B (instruction-tuned). Variants, methods and licenses.

Provider and model idWhat is servedInput / 1MOutput / 1MCached input / 1MContextMax output100K in + 20K outChecked
Venice
gemma-4-uncensored
Names the exact Hugging Face repo$0.1625$0.50not listed256,0008,192$0.026314 November 2026
Venice
e2ee-gemma-4-26b-a4b-uncensored-p
Names the exact Hugging Face repo$0.19$0.88not listed64,0004,096$0.036614 November 2026
Featherless
coder3101/gemma-4-26B-A4B-it-heretic
Names the exact Hugging Face repo$0.40$0.80not listed32,76832,768$0.056014 November 2026
Featherless
llmfan46/gemma-4-26B-A4B-it-ultra-uncensored-heretic
Names the exact Hugging Face repo$0.40$0.80not listed32,76832,768$0.056014 November 2026
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
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.
Standard Gemma 4 26B A4B rates for reference (3)
Provider and model idWhat is servedInput / 1MOutput / 1MCached input / 1MContextMax output100K in + 20K outChecked
OpenRouter
google/gemma-4-26b-a4b-it
Standard model, not refusal-reduced$0.0675$0.225$0.0375262,144Not stated$0.011314 November 2026
Featherless
google/gemma-4-26B-A4B-it
Standard model, not refusal-reduced$0.07$0.34not listed32,76832,768$0.013814 November 2026
Venice
google-gemma-4-26b-a4b-it
Standard model, not refusal-reduced$0.13$0.40$0.05256,00016,384$0.021014 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.

GLM-4.7-Flash

Refusal-reduced offerings built on GLM-4.7-Flash. Variants, methods and licenses.

Provider and model idWhat is servedInput / 1MOutput / 1MCached input / 1MContextMax output100K in + 20K outChecked
Venice
olafangensan-glm-4.7-flash-heretic
Names the exact Hugging Face repo$0.07$0.40$0.035200,00024,000$0.015014 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
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.
Standard GLM-4.7-Flash rates for reference (2)
Provider and model idWhat is servedInput / 1MOutput / 1MCached input / 1MContextMax output100K in + 20K outChecked
OpenRouter
z-ai/glm-4.7-flash
Standard model, not refusal-reduced$0.0605$0.40not listed200,000Not stated$0.014014 November 2026
Featherless
zai-org/GLM-4.7-Flash
Standard model, not refusal-reduced$0.06525$0.40not listed202,752Not stated$0.014514 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.

Llama 3.3 70B

Refusal-reduced offerings built on Llama 3.3 70B Instruct. Variants, methods and licenses.

Provider and model idWhat is servedInput / 1MOutput / 1MCached input / 1MContextMax output100K in + 20K outChecked
Featherless
huihui-ai/Llama-3.3-70B-Instruct-abliterated
Names the exact Hugging Face repo$0.65$0.75not listed32,768Not stated$0.080014 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
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.
Standard Llama 3.3 70B rates for reference (2)
Provider and model idWhat is servedInput / 1MOutput / 1MCached input / 1MContextMax output100K in + 20K outChecked
Featherless
meta-llama/Llama-3.3-70B-Instruct
Standard model, not refusal-reduced$0.65$0.75not listed32,768Not stated$0.080014 November 2026
OpenRouter
meta-llama/llama-3.3-70b-instruct
Standard model, not refusal-reduced$0.71$0.71not listed131,072Not stated$0.085214 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.

GLM-5.3-Flash

Refusal-reduced offerings built on GLM-5.3-Flash. Variants, methods and licenses.

Provider and model idWhat is servedInput / 1MOutput / 1MCached input / 1MContextMax output100K in + 20K outChecked
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
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.
Standard GLM-5.3-Flash rates for reference (2)
Provider and model idWhat is servedInput / 1MOutput / 1MCached input / 1MContextMax output100K in + 20K outChecked
OpenRouter
z-ai/glm-5.3-flash
Standard model, not refusal-reduced$0.0399$0.0784$0.031,048,576Not stated$0.0055614 November 2026
Venice
z-ai-glm-5-3-flash
Standard model, not refusal-reduced$0.15$0.50$0.031,048,576131,072$0.025014 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.

Other refusal-reduced models

Variants of bases that do not have an Atlas profile yet.

Provider and model idWhat is servedInput / 1MOutput / 1MCached input / 1MContextMax output100K in + 20K outChecked
Featherless
mlabonne/Meta-Llama-3.1-8B-Instruct-abliterated
Names the exact Hugging Face repo$0.05$0.08not listed32,768Not stated$0.006614 November 2026
OpenRouter
cognitivecomputations/dolphin-mistral-24b-venice-edition
Names the exact Hugging Face repo$0.20$0.90not listed128,000Not stated$0.038014 November 2026
Venice
venice-uncensored-1-2
Names the exact Hugging Face repo$0.20$0.90not listed128,0008,192$0.038014 November 2026
Featherless
p-e-w/Qwen3-4B-Instruct-2507-heretic
Names the exact Hugging Face repo$0.40$0.80not listed32,768Not stated$0.056014 November 2026
Featherless
mlabonne/gemma-3-27b-it-abliterated
Names the exact Hugging Face repo$0.40$1.20not listed32,768Not stated$0.064014 November 2026
Featherless
dphn/Dolphin-Mistral-24B-Venice-Edition
Names the exact Hugging Face repo$0.70$1.16not listed32,768Not stated$0.093214 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.

What these prices leave out

  • Plans and minimums. Featherless bills per token on its Developer plan, which starts at $50 a month in credits. MolochAI and OpenRouter use prepaid credit. Monthly plans with quotas are not in this table.
  • Routing. OpenRouter shows one rate per model but routes to many upstream hosts at different prices; the range is in each row's notes on the provider page.
  • Reasoning tokens. Models with a thinking mode bill their reasoning as output tokens on most providers, which can dominate cost.
  • Reliability and speed. Not measured. Atlas has not tested uptime, latency or throughput for any provider.

Rates change. Each row links to its source; if a rate is out of date, tell us on the corrections page.