dots3-note Preview vs Inkling

Change models
dots3-note PreviewDots Studio
InklingThinking Machines Lab
IndexAll categories, out of 100.
63.4 ±3.9 best
54.8 ±2.9
GapIndex points below the top.
Top
−8.6
CoverageIndex weight that has results.
95%
95%
SpeedOutput tokens per second.
—
85/s
EloLMArena rating and rank.
—
1444
ReleasedMonth of release.
2026-08
2026-07
Input / 1MUS dollars per 1M input tokens.
Free best
$1.00
Output / 1MUS dollars per 1M output tokens.
Free best
$4.05
1K chats2K tokens in, 500 out, each.
Free best
$4.03
1K documents20K tokens in, 1K out, each.
Free best
$24.05
1K agent tasks200K tokens in, 20K out, each.
Free best
$281.00
ContextMaximum tokens in one request.
512K
524K best
AgenticMulti-step tasks with tools.
63.3 best
51.2
CodingCode writing and repair.
60.3 best
54.1
ReasoningLogic problems and puzzles.
74.5 best
56.1
MultimodalTasks with images and text.
59.2 best
55.0
KnowledgeFacts and expert knowledge.
77.2 best
57.1
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
58.2
66.0 best
MathMath problems.
62.3 best
54.1

Benchmarks

9 shared
Only dots3-note Preview: 18Only Inkling: 69
dots3-note Preview
Inkling
76.8% best22 / 131
36.5%54 / 131
78.4% best27 / 114
77.6%33 / 114
75.1% best44 / 86
63.8%61 / 86
61.0% best31 / 83
54.3%57 / 83
52.6% best18 / 77
46.0%27 / 77
BrowseCompAgentic
83.3% best24 / 63
77.1%34 / 63
80.4% best11 / 57
79.8%13 / 57
79.1% best18 / 53
73.5%42 / 53
83.1% best11 / 17
78.1%14 / 17