Ministral 3 14B 2512 Behavioral Fingerprint
How Mistral's Ministral 3 14B 2512 answers one-word probe questions at temperature 1.0 — random numbers, colors, animals, coin flips — measured over 447 valid samples in the open dataset of "One Token Is Enough" (arXiv:2607.10252).
Vendor
Mistral
Data generated
2026-07-08
Probe cells
15
Valid samples
447
Randomness score
40 / 100
Mean normalized entropy across cells, 0–100. 100 would be a uniform-random baseline; real models score far lower.
Signature answers
Favorite random number (1–100)
47
16 / 30 answers
Favorite color
cerulean
21 / 30 answers
Coin flip: heads
37%
Share of heads across coin-flip cells.
Answer distributions by probe cell
Empirical distributions of normalized one-word answers, per task and language. H is the Shannon entropy in bits; the uniform baseline is log2 of the answer-domain size.
Coin flip · English
n = 30 · H = 0.65 bit · uniform baseline 1.00 bit
| Answer | Count | Share |
|---|---|---|
| tails | 25 | 83.3% |
| heads | 5 | 16.7% |
Coin flip · Chinese
n = 30 · H = 0.99 bit · uniform baseline 1.00 bit
| Answer | Count | Share |
|---|---|---|
| heads | 17 | 56.7% |
| tails | 13 | 43.3% |
Favorite number · English
n = 30 · H = 0.21 bit · uniform baseline 13.29 bit
| Answer | Count | Share |
|---|---|---|
| 42 | 29 | 96.7% |
| 73 | 1 | 3.3% |
Favorite number · Chinese
n = 29 · H = 0.57 bit · uniform baseline 13.29 bit
| Answer | Count | Share |
|---|---|---|
| 42 | 26 | 89.7% |
| 7 | 2 | 6.9% |
| 73 | 1 | 3.4% |
Random animal · English
n = 30 · H = 2.98 bit · uniform baseline 5.64 bit
| Answer | Count | Share |
|---|---|---|
| koala | 12 | 40.0% |
| hedgehog | 3 | 10.0% |
| mongoose | 2 | 6.7% |
| walrus | 2 | 6.7% |
| jaguar | 2 | 6.7% |
| lemur | 2 | 6.7% |
| kangaroo | 2 | 6.7% |
| zebra | 1 | 3.3% |
+ 4 more answers
Random animal · Chinese
n = 30 · H = 2.20 bit · uniform baseline 5.64 bit
| Answer | Count | Share |
|---|---|---|
| 狐狸 | 18 | 60.0% |
| 鼹鼠 | 2 | 6.7% |
| 猫 | 2 | 6.7% |
| 袋鼠 | 2 | 6.7% |
| 斑马 | 1 | 3.3% |
| 猩猩 | 1 | 3.3% |
| 北极熊 | 1 | 3.3% |
| 熊猫 | 1 | 3.3% |
+ 2 more answers
Random city · English
n = 30 · H = 2.77 bit · uniform baseline 5.64 bit
| Answer | Count | Share |
|---|---|---|
| lima | 12 | 40.0% |
| portland | 5 | 16.7% |
| mumbai | 3 | 10.0% |
| belfast | 3 | 10.0% |
| orlando | 1 | 3.3% |
| austin | 1 | 3.3% |
| omaha | 1 | 3.3% |
| bucharest | 1 | 3.3% |
+ 3 more answers
Random city · Chinese
n = 29 · H = 3.99 bit · uniform baseline 5.64 bit
| Answer | Count | Share |
|---|---|---|
| 广州 | 5 | 17.2% |
| 马德里 | 3 | 10.3% |
| 武汉 | 3 | 10.3% |
| 北京 | 2 | 6.9% |
| 横滨 | 2 | 6.9% |
| 阿姆斯特丹 | 1 | 3.4% |
| 乌鲁木齐 | 1 | 3.4% |
| 台北 | 1 | 3.4% |
+ 11 more answers
Random color · English
n = 30 · H = 1.41 bit · uniform baseline 4.91 bit
| Answer | Count | Share |
|---|---|---|
| cerulean | 21 | 70.0% |
| crimson | 4 | 13.3% |
| magenta | 3 | 10.0% |
| cyan | 1 | 3.3% |
| indigo | 1 | 3.3% |
Random color · Chinese
n = 29 · H = 3.08 bit · uniform baseline 4.91 bit
| Answer | Count | Share |
|---|---|---|
| 橙 | 11 | 37.9% |
| 紫罗兰 | 5 | 17.2% |
| 橘红 | 2 | 6.9% |
| 绿松石 | 1 | 3.4% |
| 橙红 | 1 | 3.4% |
| 绿 | 1 | 3.4% |
| 粉红 | 1 | 3.4% |
| 天蓝 | 1 | 3.4% |
+ 6 more answers
Random letter · English
n = 30 · H = 2.33 bit · uniform baseline 4.70 bit
| Answer | Count | Share |
|---|---|---|
| q | 11 | 36.7% |
| x | 7 | 23.3% |
| k | 6 | 20.0% |
| f | 2 | 6.7% |
| p | 2 | 6.7% |
| l | 1 | 3.3% |
| n | 1 | 3.3% |
Random number 1-10 · English
n = 30 · H = 0.47 bit · uniform baseline 3.32 bit
| Answer | Count | Share |
|---|---|---|
| 7 | 27 | 90.0% |
| 4 | 3 | 10.0% |
Random number 1-10 · Chinese
n = 30 · H = 0.42 bit · uniform baseline 3.32 bit
| Answer | Count | Share |
|---|---|---|
| 7 | 28 | 93.3% |
| 3 | 1 | 3.3% |
| 8 | 1 | 3.3% |
Random number 1-100 · English
n = 30 · H = 1.76 bit · uniform baseline 6.64 bit
| Answer | Count | Share |
|---|---|---|
| 47 | 16 | 53.3% |
| 42 | 9 | 30.0% |
| 73 | 2 | 6.7% |
| 57 | 1 | 3.3% |
| 72 | 1 | 3.3% |
| 78 | 1 | 3.3% |
Random number 1-100 · Chinese
n = 30 · H = 1.16 bit · uniform baseline 6.64 bit
| Answer | Count | Share |
|---|---|---|
| 42 | 20 | 66.7% |
| 47 | 8 | 26.7% |
| 73 | 2 | 6.7% |
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Distributions: Tomáš Bruckner, "One Token Is Enough" (arXiv:2607.10252), official dataset Zenodo DOI 10.5281/zenodo.21278557, licensed CC-BY-4.0. Collected via OpenRouter at temperature 1.0 under the paper's fixed minimal one-word system prompt; answer keys are re-normalized with the checker's pipeline (color aliases, number words, coin h/t) so live probes are directly comparable.