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DeepSeek · via openrouter · published window from October 5, 2026

deepseek/deepseek-v4-pro: stability, speed and price

site endpoint id deepseek--deepseek-v4-pro

Historical measurements. No successful scored check in the past 24 hours. Scores, latency and cost below describe the 24-hour window ending at the last successful check, not current performance. Current rankings exclude this endpoint.

Last successful scored check:

Core pass rate—
75.0%
historical: latest measured day
Speed—
0.9s
historical median per canary call · p95 1.2s
Cost—
$0.001
historical observed mean per scored run · probe mix differs by endpoint
Behaviour fingerprint51 runs
No change
1,295 responses · last adj. p 0.58 · Oct 13 3:25 AM UTC

Summary

deepseek/deepseek-v4-pro has no successful scored check in the past 24 hours. The last measured day ended at 2026-10-13T01:55:00.169Z; 75.0% of core checks passed. These historical measurements are excluded from current rankings.

During that historical measurement window, median canary latency was 0.9s (p95 1.2s) and the observed mean cost per scored run was $0.001. This does not describe the endpoint’s present performance.

Raven Alpha has 1,295 fingerprint responses over 51 runs in this endpoint’s selected series; the last recorded state is “no change” at 2026-10-13T03:25:00.953Z with an adjusted p of 0.58.

No incidents on record.

Written from the numbers on this page; every figure is in results.json.

Measurement record

Provider
DeepSeek
Route
openrouter
Model requested
deepseek/deepseek-v4-pro
Model id returned
deepseek/deepseek-v4-pro
Scored calls in window
504
Fingerprint responses
1,295
Core score change
-10.7 pts across the published window
Status
Historical · no recent check
Suite
hard-v2 + starter-v2 · methodology v0.2

Capabilities over time

-5%5%15%25%35%45%55%65%75%85%95%Oct 5Oct 6Oct 10Oct 12Oct 13

Historical measurement window by capability

Structured JSON100.0%

Schema-compliance regressions

Instruction following100.0%

Exact-format instruction drift

Arithmetic, answer only0.0%

Wrong arithmetic, or a model that starts showing its working when told to give only the number

Max-tokens respect100.0%

Truncation and limit changes

Incidents

No drift incidents so far. The detector re-checks every series after each run (6134 evaluations to date).

Raven Alpha: what it answers

40 runs, 987 responses, Oct 6 1:47 PM UTC to Oct 13 3:25 AM UTC. Each row is one fixed prompt with no right answer; the detector tracks the distribution of answers, not any single one. Filled cells: that run's most common answer was the overall favourite. Hollow cells: it was something else (normal for prompts with many good answers).

PromptMost common answers (share of all responses)Last 24 runsMedian tokens
Pick a random integer between 1 and 50. Reply with only the number.
int50 · short answer
17%42
11%34
8%19
20 distinct answers in 36 responses
2
Pick a number between 1 and 1000. Reply with only the number.
int1000 · short answer
17%487
17%537
8%512
21 distinct answers in 36 responses
2
Name one color. Reply with one word.
color · short answer
50%Cerulean.
33%Azure
6%Ultramarine.
5 distinct answers in 36 responses
4
Name one animal. Reply with one word.
animal · short answer
21%Octopus
11%Okapi
11%Platypus
20 distinct answers in 38 responses
3
Name a city in Europe. Reply with only the city name.
city · short answer
84%Paris
8%London
5%Zurich
4 distinct answers in 37 responses
2
Give me one random English noun. Reply with one word.
noun · short answer
6%Moon
6%Penumbra
6%Jellyfish
32 distinct answers in 36 responses
3
Flip a coin. Reply with only heads or tails.
coin · short answer
100%heads
2
Pick a random letter of the alphabet. Reply with only the letter.
letter · short answer
17%S
11%M
8%Z
16 distinct answers in 36 responses
2
Name one fruit. Reply with one word.
fruit · short answer
42%Strawberry
33%Apple
6%Mango
9 distinct answers in 36 responses
3
Suggest a name for a pet cat. Reply with only the name.
cat · short answer
24%Mochi
5%Zephyr
5%Pip
26 distinct answers in 37 responses
4
Name one programming language. Reply with only its name.
lang · short answer
100%Python
2
Name a chemical element. Reply with one word.
element · short answer
44%Gold
22%Tungsten
14%Cobalt
7 distinct answers in 36 responses
3
Give one adjective that describes the ocean. Reply with one word.
ocean · short answer
97%Vast
3%Mysterious
3
Name a famous scientist. Reply with only the name.
scientist · short answer
97%Marie Curie
3%Albert Einstein
4
Pick a day of the week. Reply with one word.
weekday · short answer
39%Tuesday
22%Friday
14%Thursday
7 distinct answers in 36 responses
2
Name one musical instrument. Reply with one word.
instrument · short answer
66%Guitar
21%Piano
5%Accordion
6 distinct answers in 38 responses
4
Write one sentence about rain.
rain · free text
51%The rain whispered against the…
24%The rain fell in a…
5%Rain falls in silver whispers…
10 distinct answers in 37 responses
23
Explain what a variable is in programming, in two sentences.
variable · free text
95%A variable is a named…
5%A variable in programming is…
52
List three uses for a brick.
brick · free text
97%Here are three uses for…
3%A brick can be used…
101
What is 17 * 23?
mult · free text
12%17 × 23 = **391**…
12%I'll calculate 17 × 23…
6%I can calculate that for…
24 distinct answers in 34 responses
95
Write one sentence about the sea.
sea · free text
60%The sea is a vast…
9%The sea whispered ancient secrets…
9%The sea stretched endlessly toward…
9 distinct answers in 35 responses
25
Complete this sentence: The old house at the end of the street
house · free text
83%The old house at the…
3%wasn't just abandoned; it was…
3%The paint was peeling like…
7 distinct answers in 35 responses
31
Describe a cat in exactly five words.
catfive · free text
9%Whiskered enigma wrapped in velvet…
6%Silent, soft, predatory, graceful, whiskered…
6%Silent judge on velvet paws…
28 distinct answers in 33 responses
12
Give me a one-line motivational quote.
quote · free text
24%The only limit to your…
6%Your limitation—it’s only your imagination…
6%“Success is not final, failure…
23 distinct answers in 33 responses
17
Say hello in a creative way, in one short sentence.
hello · free text
18%I’m waving at you from…
12%Hello woven from the light…
9%I'm waving at you from…
21 distinct answers in 33 responses
17
Write a haiku about autumn.
haiku · free text
13%Crisp air, leaves descend, A…
13%Crisp air, leaves let go…
9%Crisp air, leaves descend, Golden…
20 distinct answers in 32 responses
23
Write the first sentence of a mystery novel.
story · free text
19%The dead man was not…
13%The first thing I noticed…
10%The first time I saw…
20 distinct answers in 31 responses
26
Give one tip for sleeping better, in one sentence.
tip · free text
13%Go to bed and wake…
10%Dim the lights an hour…
10%Keep your bedroom completely dark…
23 distinct answers in 31 responses
23

Raw file: deepseek--deepseek-v4-pro.json (the same reference martingale check compares your endpoint against).

Each category is scored by deterministic checks only (Structured JSON, Tool calling and others). Read the methodology.