dots3-note Preview vs Inkling 2 Small

Change models
dots3-note PreviewDots Studio
Inkling 2 SmallThinking Machines Lab
IndexAll categories, out of 100.
63.4 ±3.9
66.4 ±3.8 best
GapIndex points below the top.
−3.0 · no clear gap
Top
CoverageIndex weight that has results.
95% best
90%
SpeedOutput tokens per second.
—
—
EloLMArena rating and rank.
—
1403
ReleasedMonth of release.
2026-08
2026-11
Input / 1MUS dollars per 1M input tokens.
Free best
$0.30
Output / 1MUS dollars per 1M output tokens.
Free best
$1.00
1K chats2K tokens in, 500 out, each.
Free best
$1.10
1K documents20K tokens in, 1K out, each.
Free best
$7.00
1K agent tasks200K tokens in, 20K out, each.
Free best
$80.00
ContextMaximum tokens in one request.
512K
1M best
AgenticMulti-step tasks with tools.
63.3
67.6 best
CodingCode writing and repair.
60.3
66.6 best
ReasoningLogic problems and puzzles.
74.5 best
68.4
MultimodalTasks with images and text.
59.2
63.6 best
KnowledgeFacts and expert knowledge.
77.2 best
61.5
MultilingualTasks in many languages.
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—
InstructionTasks with strict prompt rules.
58.2
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MathMath problems.
62.3 best
60.4

Benchmarks

11 shared
Only dots3-note Preview: 16Only Inkling 2 Small: 47
dots3-note Preview
Inkling 2 Small
76.8%22 / 131
81.7% best20 / 131
78.4%27 / 114
82.2% best11 / 114
75.1%44 / 86
85.1% best19 / 86
52.6%18 / 77
53.2% best16 / 77
BrowseCompAgentic
83.3%24 / 63
90.2% best9 / 63
79.1%18 / 53
81.6% best7 / 53
92.1% best8 / 24
90.9%9 / 24
MathVisionMultimodal
87.7%12 / 24
92.8% best3 / 24
83.1%11 / 17
85.6% best5 / 17
BabyVisionMultimodal
50.0%9 / 11
68.6% best5 / 11
53.4%
64.7%