DeepSeek · LLM API pricing

Deepseek R1 Distill Qwen 32B API pricing: cheapest provider

5 providers sell Deepseek R1 Distill Qwen 32B. Nscale is cheapest; the most expensive charges 10.6× as much for the same model.

Cheapest$0.15per 1M · Nscale
Input · output$0.15 / $0.15per 1M tokens
Price gap10.6×across 5 providers
Accuracy64.1%GPQA
Context131Kmax tokens

$0.15 Nscale10.6× spread$1.59 Cloudflare Workers AI

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Standard list prices in USD from each provider's pricing page · last price change Sep 28, 2026 · How we collect and rank prices

Ranked for your volume

Deepseek R1 Distill Qwen 32B monthly cost by provider

Change the monthly tokens and the ranking updates instantly, using each provider's standard list price.

Input tokens per month (millions)Prompts, context and documents you send.Output tokens per month (millions)Tokens the model generates.

More requirements: caching, context, features, provider

Cached share of input (%)0 = no caching. Only documented cache-read rates qualify.Required context per request (tokens)0 = any. Providers without a sufficient known limit are excluded.Required featureProvider requirement

Provider	Estimated / month	Input / 1M	Output / 1M	Context
1 NscaleInference provider - lowest for your volumePricing page	$1.80	$0.15	$0.15	Not listed
2 DeepInfraInference providerPricing page	$3.24	$0.27	$0.27	131,072
3 Novita AIInference providerPricing page	$3.60	$0.30	$0.30	64,000
4 Fireworks AIInference providerPricing page	$10.80	$0.90	$0.90	131,072
5 Cloudflare Workers AICloud platformPricing page	$14.73	$0.497	$4.88	80,000

Order depends on listed price for your volume only. No provider pays for its position.

Input volume includes the cached share, not an additional token volume. This is a list-price estimate, not a quote: cache-write charges, cache eligibility/TTL, batch discounts, long-context surcharges, regional pricing and taxes are excluded. Check the provider's terms for your workload before switching.

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| Deepseek R1 Distill Qwen 32B provider | Input / 1M tokens | Output / 1M tokens | 10M in + 2M out per month |
|---|---:|---:|---:|
| Nscale | $0.15 | $0.15 | $1.80 |
| DeepInfra | $0.27 | $0.27 | $3.24 |
| Novita AI | $0.30 | $0.30 | $3.60 |
| Fireworks AI | $0.90 | $0.90 | $10.80 |
| Cloudflare Workers AI | $0.497 | $4.88 | $14.73 |

Standard list prices as of Oct 31, 2026. Source: [AISelect.online](https://aiselect.online/models/deepseek-r1-distill-qwen-32b)

Accuracy: GPQA Diamond (graduate-level science questions) measured by Epoch AI (CC BY 4.0) on DeepSeek-R1-Distill-Qwen-32B, run Aug 28, 2026. The model is the same at every provider, though quantized deployments can score lower.

Price history

The cheapest price has not changed since tracking started on Sep 28, 2026: $0.15 per 1M tokens at Nscale. All price changes

Switch to the cheapest provider

Switch to Nscale

Already using the OpenAI SDK? Change the base URL, key and model name:

from openai import OpenAI
import os

client = OpenAI(
    base_url="https://inference.api.nscale.com/v1",
    api_key=os.environ["NSCALE_SERVICE_TOKEN"],
)
response = client.chat.completions.create(
    model="deepseek-ai/DeepSeek-R1-Distill-Qwen-32B",
    messages=[{"role": "user", "content": "Hello"}],
)

Base URL from Nscale's API docs, model name from the open pricing datasets. Check the model page in Nscale's docs before you switch production traffic.

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Context windows differ by provider, from 64K to 131K tokens. A cheaper host may not accept your longest prompts.

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