← All endpoints

Thinking Machines · via openrouter · published window from October 5, 2026

thinkingmachines/inkling: stability, speed and price

site endpoint id thinkingmachines--inkling

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—
100.0%
historical: latest measured day
Speed—
0.0s
historical median per canary call · p95 0.0s
Cost—
$0.008
historical observed mean per scored run · probe mix differs by endpoint
Behaviour fingerprint31 runs
No change
768 responses · last adj. p 0.083 · Oct 12 11:25 PM UTC

Summary

thinkingmachines/inkling has no successful scored check in the past 24 hours. The last measured day ended at 2026-10-13T01:55:37.054Z; 100.0% of core checks passed. These historical measurements are excluded from current rankings.

During that historical measurement window, median canary latency was 0.0s (p95 0.0s) and the observed mean cost per scored run was $0.008. This does not describe the endpoint’s present performance.

Raven Alpha has 768 fingerprint responses over 31 runs in this endpoint’s selected series (1 other partition of history exist and are not shown here); the last recorded state is “no change” at 2026-10-12T23:25:14.187Z with an adjusted p of 0.083.

No incidents on record.

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

Measurement record

Provider
Thinking Machines
Route
openrouter
Model requested
thinkingmachines/inkling
Model id returned
thinkingmachines/inkling
Scored calls in window
531
Fingerprint responses
768
Core score change
+0.0 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

Long context100.0%

Silent context truncation

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

31 runs, 768 responses, Oct 7 3:08 AM UTC to Oct 12 11:25 PM 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
55%23
38%27
7%33
45
Pick a number between 1 and 1000. Reply with only the number.
int1000 · short answer
29%427
29%742
25%473
7 distinct answers in 28 responses
45
Name one color. Reply with one word.
color · short answer
100%Blue
38
Name one animal. Reply with one word.
animal · short answer
55%Dog
24%Elephant
21%Cat
48
Name a city in Europe. Reply with only the city name.
city · short answer
100%Paris
40
Give me one random English noun. Reply with one word.
noun · short answer
11%Nebula
11%Cloud
7%Clock
18 distinct answers in 28 responses
134
Flip a coin. Reply with only heads or tails.
coin · short answer
100%Heads
41
Pick a random letter of the alphabet. Reply with only the letter.
letter · short answer
48%K
21%M
14%Q
5 distinct answers in 29 responses
38
Name one fruit. Reply with one word.
fruit · short answer
100%Apple
37
Suggest a name for a pet cat. Reply with only the name.
cat · short answer
93%Milo
4%Mochi
4%Luna
59
Name one programming language. Reply with only its name.
lang · short answer
100%Python
56
Name a chemical element. Reply with one word.
element · short answer
29%Gold
29%Carbon
18%Oxygen
7 distinct answers in 28 responses
63
Give one adjective that describes the ocean. Reply with one word.
ocean · short answer
100%Vast
65
Name a famous scientist. Reply with only the name.
scientist · short answer
100%Albert Einstein
59
Pick a day of the week. Reply with one word.
weekday · short answer
62%Tuesday
28%Friday
7%Wednesday
4 distinct answers in 29 responses
57
Name one musical instrument. Reply with one word.
instrument · short answer
96%Guitar
4%Piano
52
Write one sentence about rain.
rain · free text
18%Rain tapped gently against the…
11%Rain fell in silver sheets…
7%Rain pattered gently against the…
19 distinct answers in 28 responses
96
Explain what a variable is in programming, in two sentences.
variable · free text
56%A variable in programming is…
44%A variable is a named…
188
List three uses for a brick.
brick · free text
52%Here are three uses for…
48%Here are three common uses…
269
What is 17 * 23?
mult · free text
73%17 × 23 = **391**…
23%The product of 17 and…
4%The answer is **391**. You…
143
Write one sentence about the sea.
sea · free text
46%The sea stretched endlessly toward…
27%The sea stretches endlessly toward…
8%The sea stretches beyond the…
7 distinct answers in 26 responses
94
Complete this sentence: The old house at the end of the street
house · free text
77%The old house at the…
19%Here are a few ways…
4%**The old house at the…
504
Describe a cat in exactly five words.
catfive · free text
8%Fluffy cat naps in sunlight…
4%Graceful, furry, independent, mysterious predator…
4%Soft purring ball of mischief…
24 distinct answers in 25 responses
308
Give me a one-line motivational quote.
quote · free text
12%"You are one decision away…
12%"The best time to start…
8%"You didn't come this far…
19 distinct answers in 25 responses
256
Say hello in a creative way, in one short sentence.
hello · free text
8%Greetings, fellow stardust—welcome to this…
4%Hello—consider this a virtual high-five…
4%Hello—consider this a pocketful of…
24 distinct answers in 25 responses
164
Write a haiku about autumn.
haiku · free text
8%Crimson leaves descend, Cool wind…
4%Red leaves drift downward, Cool…
4%Autumn wind blows cold, Golden…
24 distinct answers in 25 responses
744
Write the first sentence of a mystery novel.
story · free text
20%The letter arrived on Tuesday…
8%The dead man had been…
8%The letter arrived on a…
19 distinct answers in 25 responses
415
Give one tip for sleeping better, in one sentence.
tip · free text
28%Keep a consistent sleep schedule…
20%Go to bed and wake…
16%Maintain a consistent sleep schedule…
9 distinct answers in 25 responses
265

Raw file: thinkingmachines--inkling.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.