dots3-note Preview vs Inkling-Small

Change models
dots3-note PreviewDots Studio
Inkling-SmallThinking Machines Lab
IndexAll categories, out of 100.
63.4 ±3.9 best
55.1 ±3.2
GapIndex points below the top.
Top
−8.3
CoverageIndex weight that has results.
95%
95%
SpeedOutput tokens per second.
—
80/s
EloLMArena rating and rank.
—
1414
ReleasedMonth of release.
2026-08
2026-07
Input / 1MUS dollars per 1M input tokens.
Free best
$0.45
Output / 1MUS dollars per 1M output tokens.
Free best
$1.20
1K chats2K tokens in, 500 out, each.
Free best
$1.50
1K documents20K tokens in, 1K out, each.
Free best
$10.20
1K agent tasks200K tokens in, 20K out, each.
Free best
$114.00
ContextMaximum tokens in one request.
512K
524K best
AgenticMulti-step tasks with tools.
63.3 best
55.7
CodingCode writing and repair.
60.3 best
54.9
ReasoningLogic problems and puzzles.
74.5 best
55.7
MultimodalTasks with images and text.
59.2 best
54.7
KnowledgeFacts and expert knowledge.
77.2 best
52.0
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
58.2
65.8 best
MathMath problems.
62.3 best
55.3

Benchmarks

10 shared
Only dots3-note Preview: 17Only Inkling-Small: 54
dots3-note Preview
Inkling-Small
76.8% best22 / 131
40.1%53 / 131
78.4%27 / 114
80.2% best19 / 114
75.1% best44 / 86
64.7%59 / 86
61.0% best31 / 83
55.9%52 / 83
52.6% best18 / 77
47.8%24 / 77
BrowseCompAgentic
83.3% best24 / 63
77.4%33 / 63
80.4%11 / 57
82.2% best4 / 57
79.1% best18 / 53
74.0%39 / 53
55.6% best19 / 23
54.4%20 / 23
83.1% best11 / 17
77.4%15 / 17