dots3-note Preview vs Ling 3.0 Flash

Change models
dots3-note PreviewDots Studio
Ling 3.0 FlashInclusionAI
IndexAll categories, out of 100.
63.4 ±3.9 best
50.9 ±4.7
GapIndex points below the top.
Top
−12.5
CoverageIndex weight that has results.
95% best
85%
SpeedOutput tokens per second.
—
73/s
EloLMArena rating and rank.
—
—
ReleasedMonth of release.
2026-08
2026-07
Input / 1MUS dollars per 1M input tokens.
Free best
$0.021
Output / 1MUS dollars per 1M output tokens.
Free best
$0.063
1K chats2K tokens in, 500 out, each.
Free best
$0.074
1K documents20K tokens in, 1K out, each.
Free best
$0.483
1K agent tasks200K tokens in, 20K out, each.
Free best
$5.46
ContextMaximum tokens in one request.
512K best
262K
AgenticMulti-step tasks with tools.
63.3 best
53.5
CodingCode writing and repair.
60.3 best
50.0
ReasoningLogic problems and puzzles.
74.5 best
48.8
MultimodalTasks with images and text.
59.2
—
KnowledgeFacts and expert knowledge.
77.2 best
46.1
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
58.2
58.6 best
MathMath problems.
62.3 best
54.5

Benchmarks

7 shared
Only dots3-note Preview: 20Only Ling 3.0 Flash: 36
dots3-note Preview
Ling 3.0 Flash
75.1% best44 / 86
57.0%66 / 86
61.0% best31 / 83
56.6%47 / 83
52.6% best18 / 77
22.7%61 / 77
BrowseCompAgentic
83.3% best24 / 63
72.2%41 / 63
80.4% best11 / 57
74.5%31 / 57
78.9% best7 / 16
73.6%11 / 16
90.9% best1 / 10
83.7%6 / 10