Kimi K2.6 vs Kimi K2.7 Code

Change models
Kimi K2.6Moonshot AI
Kimi K2.7 CodeMoonshot AI
IndexAll categories, out of 100.
58.2 ±2.9 best
57.7 ±4.5
GapIndex points below the top.
Top
−0.5 · no clear gap
CoverageIndex weight that has results.
95% best
85%
SpeedOutput tokens per second.
81/s best
35/s
EloLMArena rating and rank.
1455
—
ReleasedMonth of release.
2026-04
2026-06
Input / 1MUS dollars per 1M input tokens.
$0.65
$0.60 best
Output / 1MUS dollars per 1M output tokens.
$3.41 best
$3.50
1K chats2K tokens in, 500 out, each.
$3.01
$2.95 best
1K documents20K tokens in, 1K out, each.
$16.41
$15.50 best
1K agent tasks200K tokens in, 20K out, each.
$198.20
$190.00 best
ContextMaximum tokens in one request.
262K
262K
AgenticMulti-step tasks with tools.
59.5 best
58.4
CodingCode writing and repair.
59.3
60.4 best
ReasoningLogic problems and puzzles.
53.8
54.6 best
MultimodalTasks with images and text.
57.6
—
KnowledgeFacts and expert knowledge.
56.1
58.8 best
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
60.0 best
44.2
MathMath problems.
60.0 best
57.0

Benchmarks

22 shared
Only Kimi K2.6: 54Only Kimi K2.7 Code: 15
Kimi K2.6
Kimi K2.7 Code
37.5% best57 / 222
35.0%63 / 222
81.0% best35 / 217
79.3%52 / 217
90.8% best37 / 217
87.9%59 / 217
8.0%75 / 214
10.0% best65 / 214
96.1% best37 / 200
95.6%40 / 200
91.1% best27 / 199
89.6%41 / 199
95.9% best13 / 149
90.1%40 / 149
76.0% best15 / 146
63.1%60 / 146
86.8% best20 / 142
82.0%57 / 142
26.9%67 / 133
26.9%67 / 133
37.9%76 / 123
47.2% best73 / 123
51.5% best45 / 114
47.8%61 / 114
34.9%58 / 91
36.5% best57 / 91
Chess PuzzlesReasoning
20.0% best64 / 90
14.0%74 / 90
57.2% best47 / 90
54.0%52 / 90
SWE-benchCoding
76.2%41 / 87
78.2% best30 / 87
27.8% best43 / 77
25.4%48 / 77
53.6%54 / 75
67.0% best36 / 75
25.6% best45 / 72
12.2%58 / 72
0.0%34 / 65
0.0%34 / 65