Hunterson Standard Inference, Europe

This is the permanent record for 5 November 2026. It is never changed. See the latest assessment.

Hunterson Standard Inference, Europe, 5 November 2026

Thursday 5 November 2026, published 14:37 UTC

Input

$0.1924

Output

$0.8241

per million tokens, input and output

Input up $0.0021, or 1.10%; output up $0.0387, or 4.93%, since 4 November

Hunterson Standard Inference, Europe, 5 November 2026: input $0.1924, output $0.8241 per million tokens. https://hunterson.org/standard/2026-11-05/

Blended
$0.229616 input tokens to 1 output token
Contributors
15 of 16providers tested
Model
DeepSeek V4.1-Flashthe reference, as the lab published it
Bought
14:05 to 14:36 UTCthrough OpenRouter, from London
Before discounts
$0.2483 input, $1.0188 outputdiscounts take off 19.11% of the output price

The price of AI inference, measured by buying it. Each weekday between 14:00 and 15:00 UTC, from London, Hunterson buys the same test job from every provider serving DeepSeek V4.1-Flash through one marketplace, and keeps the receipts. The figures are the averages of what the middle half of qualifying providers charged, per million input and per million output tokens. Standard covers models that use 30 billion active parameters or fewer for each token. A token is about three quarters of a word.

The leading challenger

DeepSeek V4.1-Flash-1017 has the most providers after the reference. Assessed in the same way today: input $0.1833, output $0.7433 per million tokens, from 12 of 18 contributors; its output price is 0.90 times the reference's. Shown for information: it is not an assessment of the grade, and it does not change the figures above.

History

The chart needs JavaScript. Every figure is in the table of recent assessments and in the full data.

The providers behind this figure

16 providers were tested. 15 passed every test and contributed; the price is the average of the middle 9, leaving out the lowest 3 and the highest 3. 1 was excluded, for the reason shown.

ProviderInputOutputResult
MorphLeft out: lowest quarter$0.0220$0.4000Left out of the averageLowest quarter of prices
DeepInfraLeft out: lowest quarter$0.1400$0.4200Left out of the averageLowest quarter of prices
BaiduLeft out: lowest quarter$0.1299$0.5196Left out of the averageLowest quarter of prices
AtlasCloudIn the average$0.1350$0.5400In the average
StreamLakeIn the average$0.1470$0.5880In the average
InferenceNetIn the average$0.1030$0.6000In the average
CoreWeaveIn the average$0.1300$0.6500In the average
GMICloudIn the average$0.1800$0.7200In the average
Mancer 2In the average$0.1498$0.7490In the average
MakoraIn the average$0.2600$1.1700In the average
CrusoeIn the average$0.2900$1.2000In the average
NebiusIn the average$0.3000$1.2000In the average
ParasailLeft out: highest quarter$0.3000$1.2000Left out of the averageHighest quarter of prices
SiliconFlowLeft out: highest quarter$0.3000$1.2000Left out of the averageHighest quarter of prices
VeniceLeft out: highest quarter$0.3000$1.2000Left out of the averageHighest quarter of prices
NovitaExcluded: Correct: no answer, only reasoning textExcludedCorrect: no answer, only reasoning text

Prices are what each provider's receipts show was paid, in US dollars per million tokens.

Recent assessments

DateInputOutputBlendedContributors
5 November 2026$0.1924$0.8241$0.229615 of 16
4 November 2026$0.1903$0.7854$0.225311 of 16
3 November 2026$0.2246$0.9283$0.266011 of 16

Every assessmentThe data, to download