For the complete documentation index, see llms.txt. This page is also available as Markdown.

Pricing

Understand Parasail pricing across the Serverless per-token, Dedicated per-GPU-hour, and Batch discounted per-token tiers.

Serverless Pricing:

Pricing for the “serverless” is token-based based on tokens split between input and output, and the amount you owe changes depending on which models you choose to use. You can find the pricing listed directly on the "Serverless" page for the Input/Output pricing. The pricing works per million tokens so if the model costs $1 for input and output pricing and you spend 250,000 tokens on input and 250,000 tokens on output, you get charged $.50 $0.25 for the input and $0.25 for the output.

Serverless prices are listed per 1M tokens and synced from the live API.

Model
Model ID
Input ($/1M)
Output ($/1M)
Cached input ($/1M)

DeepSeek V4 Flash

parasail-deepseek-v4-flash

$0.14

$0.28

$0.07

DeepSeek V4 Flash (0731)

parasail-deepseek-v4-flash-0731

$0.14

$0.28

$0.05

DeepSeek V4 Pro

parasail-deepseek-v4-pro

$1.74

$3.48

$0.10

DeepSeek V4 Pro (0813)

parasail-deepseek-v4-pro-0813

$1.32

$3.96

$0.044

Gemma 3 27B

parasail-gemma3-27b-it

$0.08

$0.45

$0.04

Gemma 4 26B-A4B

parasail-gemma-4-26b-a4b-it

$0.13

$0.40

$0.05

Gemma 4 31B

parasail-gemma-4-31b-it

$0.15

$0.40

$0.06

GLM-5.2

parasail-glm-52

$1.40

$4.40

$0.26

GLM-5.3 Flash

parasail-glm-53-flash

$0.15

$0.50

$0.03

glm-53

parasail-glm-53

$1.40

$4.40

$0.26

gpt-oss-120b

parasail-gpt-oss-120b

$0.10

$0.75

$0.055

gpt-oss-20b

parasail-gpt-oss-20b

$0.03

$0.15

$0.02

Kimi K2.6

parasail-kimi-k26

$0.75

$3.50

$0.16

Kimi K3

parasail-kimi-k3

$3.00

$15.00

$0.30

Llama 3.2 3B

parasail-llama-32-3b-instruct

$0.05

$0.33

Llama 3.3 70B (FP8)

parasail-llama-33-70b-fp8

$0.22

$0.50

$0.11

Llama 4 Maverick (FP8)

parasail-llama-4-maverick-instruct-fp8

$0.35

$1.00

$0.17

MiniMax M3

parasail-minimax-m3

$0.30

$1.20

$0.06

Mistral Nemo (FP8)

parasail-mistralaimistral-nemo

$0.03

$0.03

Mistral Small 3.2 24B

parasail-mistral-small-32-24b

$0.09

$0.30

$0.05

Qwen2.5-VL 72B

parasail-qwen25-vl-72b-instruct

$0.80

$1.00

$0.40

Qwen3 235B-A22B (2507)

parasail-qwen3-235b-a22b-instruct-2507

$0.14

$0.80

$0.05

Qwen3-Coder-Next

parasail-qwen3-coder-next

$0.12

$0.80

$0.07

Qwen3-Next 80B

parasail-qwen-3-next-80b-instruct

$0.10

$1.10

$0.07

Qwen3-VL 235B-A22B

parasail-qwen3-vl-235b-a22b-instruct

$0.21

$1.90

$0.10

Qwen3-VL 8B

parasail-qwen3vl-8b-instruct

$0.25

$0.75

$0.12

Qwen3.5 35B-A3B

parasail-qwen3p5-35b-a3b

$0.15

$1.00

$0.05

Qwen3.5 397B-A17B

parasail-qwen35-397b-a17b

$0.50

$3.60

$0.30

Qwen3.5 9B

parasail-qwen35-9b

$0.10

$0.25

Qwen3.6 35B-A3B

parasail-qwen3p6-35b-a3b

$0.15

$1.00

$0.05

Qwen3.8 27B (FP8)

parasail-qwen38-27b

$0.24

$2.20

$0.05

UI-TARS 1.5 7B

parasail-ui-tars-1p5-7b

$0.10

$0.20

$0.10

Dedicated Pricing:

Each dedicated instance costs according to graphics processing unit per hour. Parasail offers various configurations of the hardware fleet to hit your indicated cost, performance, and latency targets. You have the ability to have your dedicated instances automatically scale the number of graphics processing units as your workload fluctuates, but Parasail offers scale-down policy configuration to meet your needs. A scale down policy is when you want the server to automatically turn off. During run time you get the possible option and amount of replicas you want for the model you chose with the pricing displayed on the option:

Batch Pricing:

Pricing for the “batch” Use Case is token-based based on total amount of tokens, discounted to reflect the fact that your queries don't get processed in real time, and the amount you owe changes depending on which models you choose to use.

The default pricing bases itself on parameter size unless the model is a named model.

Batch gets billed on a 50% discount of the Serverless Price. Cached tokens are also an additional 50% off. If the model is an FP16 quant model it's 30% more, FP8 models incur no additional costs.

The current Price:

Parameter Count
Size
Serverless Price
Batch Price FP8
Batch Price FP16
Cache Price FP8
Cache Price FP16

0-4 B

0-4 B

$0.05

$0.025

$0.033

$0.013

$0.016

4.1-8 B

4.1-8 B

$0.08

$0.040

$0.052

$0.020

$0.026

LLM_Model_8.1-16 B

8.1-16 B

$0.11

$0.055

$0.072

$0.028

$0.036

LLM_Model_16.1 B-21 B

16.1 B-21 B

$0.45

$0.225

$0.293

$0.113

$0.146

LLM_Model_21.1 B-41 B

21.1 B-41 B

$0.50

$0.250

$0.325

$0.125

$0.163

LLM_Model_41.1 B-80 B

41.1 B-80 B

$0.70

$0.350

$0.455

$0.175

$0.228

LLM_Model_80.1 B-404 B

80.1 B-404 B

$0.80

$0.400

$0.520

$0.200

$0.260

LLM_Model_405 B

405 B

$1.75

$0.875

$1.138

$0.438

$0.569

Billing and payments

Usage belongs to the active organization on your account. All users in an organization contribute usage to the same organization bill.

Use the Parasail dashboard to manage payment methods, review invoices, and confirm the organization you are billing against. If you belong to multiple organizations, switch to the correct organization before creating API keys, launching Dedicated deployments, or submitting Batch jobs.

Standard billing

Unless you have pre-negotiated invoicing, Parasail bills usage in arrears. Parasail automatically charges your card after your organization's accrued usage reaches $25, then reconciles any remaining balance at the end of the billing cycle.

To increase the automatic charge threshold or move to an Enterprise contract, contact Parasail.

Payment methods

To use models, create API keys, and access paid platform services, add a credit card. Without a card, you can still view the platform but can't use models or API keys.

Stripe processes credit card information. Parasail doesn't store Payment Card Industry cardholder data.

Invoices

The Billing page shows the services your organization has consumed, past invoices, and the current invoice for the month.

Enterprise billing cycle

For Enterprise contracts, Parasail bills monthly unless the contract sets a different cycle. The standard cycle is:

  1. Invoice period: first through last day of the month.

  2. Reconciliation: first day of the following month.

  3. Stripe submission: second day of the following month.

  4. Invoice approval: third day of the following month.

  5. Payment terms: Net 30.

Next steps

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