Claude Opus 4.8 vs Kimi K3

Change models
Kimi K3Moonshot AI
IndexAll categories, out of 100.
67.7 ±2.0 best
66.9 ±2.4
GapIndex points below the top.
Top
−0.8 · no clear gap
CoverageIndex weight that has results.
100% best
95%
SpeedOutput tokens per second.
69/s best
44/s
EloLMArena rating and rank.
1454
1474 best
ReleasedMonth of release.
2026-05
2026-07
Input / 1MUS dollars per 1M input tokens.
$5.00
$0.192 best
Output / 1MUS dollars per 1M output tokens.
$25.00
$16.00 best
Batch output / 1MBatch price per 1M output tokens.
$12.50
$11.40 best
1K chats2K tokens in, 500 out, each.
$22.50
$8.38 best
1K documents20K tokens in, 1K out, each.
$125.00
$19.84 best
1K agent tasks200K tokens in, 20K out, each.
$1,500.00
$358.40 best
ContextMaximum tokens in one request.
1M
1.05M best
AgenticMulti-step tasks with tools.
66.5 best
65.9
CodingCode writing and repair.
68.3 best
66.2
ReasoningLogic problems and puzzles.
68.0 best
67.7
MultimodalTasks with images and text.
66.5 best
65.6
KnowledgeFacts and expert knowledge.
66.4 best
66.3
MultilingualTasks in many languages.
60.3
—
InstructionTasks with strict prompt rules.
59.7
71.0 best
MathMath problems.
71.2 best
66.6

Benchmarks

74 shared
Only Claude Opus 4.8: 28Only Kimi K3: 55
Claude Opus 4.8
Kimi K3
48.7% best15 / 222
46.9%22 / 222
77.7%74 / 217
88.7% best1 / 217
91.0%33 / 217
93.1% best22 / 217
20.9%26 / 214
23.4% best23 / 214
98.3% best28 / 200
97.2%34 / 200
92.0%22 / 199
93.5% best8 / 199
48.8% best25 / 164
47.6%28 / 164
83.6%51 / 149
86.2% best15 / 149
TaxEval v2Finance
75.6%14 / 143
75.7% best12 / 143
87.8% best11 / 142
87.2%18 / 142
93.6% best8 / 141
93.5%10 / 141
92.4%16 / 135
92.9% best12 / 135
MMLU ProKnowledge
89.6% best9 / 135
88.0%22 / 135
47.7%32 / 133
51.6% best26 / 133
72.1% best27 / 131
60.4%40 / 131
CorpFin v2Finance
66.7%16 / 131
71.6% best3 / 131
92.5%28 / 126
94.5% best21 / 126
82.7%24 / 123
85.0% best17 / 123
54.4%33 / 114
59.5% best11 / 114
MedScribeHealthcare
85.8%26 / 109
88.0% best15 / 109