Hunterson Standard Inference, Europe

This is the permanent record for 4 November 2026. It is never changed. See the latest assessment.

Hunterson Standard Inference, Europe, 4 November 2026

Wednesday 4 November 2026, published 14:37 UTC

Input

$0.1903

Output

$0.7854

per million tokens, input and output

Input down $0.0343, or 15.27%; output down $0.1429, or 15.39%, since 3 November

Hunterson Standard Inference, Europe, 4 November 2026: input $0.1903, output $0.7854 per million tokens. https://hunterson.org/standard/2026-11-04/

Blended
$0.225316 input tokens to 1 output token
Contributors
11 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
$0.2379 input, $0.9500 outputdiscounts take off 17.33% 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 $0.1969, output $0.9014 per million tokens, from 11 of 16 contributors; its output price is 1.15 times the reference's. Shown for information: it is not an assessment of the grade, and it does not change the figures above.

History

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The providers behind this figure

16 providers were tested. 11 passed every test and contributed; the price is the average of the middle 7, leaving out the lowest 2 and the highest 2. 5 were excluded, for the reason shown.

ProviderInputOutputResult
DeepInfraLeft out: lowest quarter$0.1400$0.4200Left out of the averageLowest quarter of prices
MorphLeft out: lowest quarter$0.0320$0.5000Left 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
NebiusIn the average$0.3000$1.2000In the average
ParasailIn the average$0.3000$1.2000In the average
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
BaiduExcluded: Complete: 1 of 3 requests completed (HTTP 429)ExcludedComplete: 1 of 3 requests completed (HTTP 429)
CrusoeExcluded: Fast enough: median speed 28.7 tokens per second, minimum 30ExcludedFast enough: median speed 28.7 tokens per second, minimum 30
MakoraExcluded: Correct: the first two lines were ISLAND DUKE Prospero / SPEAKER SebastianExcludedCorrect: the first two lines were ISLAND DUKE Prospero / SPEAKER Sebastian
Mancer 2Excluded: Reliable: completed requests in 7 of the previous 10 windows, at least 8 of the last 10 neededExcludedReliable: completed requests in 7 of the previous 10 windows, at least 8 of the last 10 needed
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
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