Claude Opus 4.8 vs Grok 4.6

Change models
IndexAll categories, out of 100.
67.7 ±2.0
67.8 ±3.7 best
GapIndex points below the top.
−0.1 · no clear gap
Top
CoverageIndex weight that has results.
100% best
85%
SpeedOutput tokens per second.
69/s best
56/s
EloLMArena rating and rank.
1454 best
1430
ReleasedMonth of release.
2026-05
2026-08
Input / 1MUS dollars per 1M input tokens.
$5.00
$2.00 best
Output / 1MUS dollars per 1M output tokens.
$25.00
$6.00 best
Batch output / 1MBatch price per 1M output tokens.
$12.50
$4.80 best
1K chats2K tokens in, 500 out, each.
$22.50
$7.00 best
1K documents20K tokens in, 1K out, each.
$125.00
$46.00 best
1K agent tasks200K tokens in, 20K out, each.
$1,500.00
$520.00 best
ContextMaximum tokens in one request.
1M best
500K
AgenticMulti-step tasks with tools.
66.5
68.4 best
CodingCode writing and repair.
68.3 best
67.7
ReasoningLogic problems and puzzles.
68.0 best
66.1
MultimodalTasks with images and text.
66.5
—
KnowledgeFacts and expert knowledge.
66.4 best
65.7
MultilingualTasks in many languages.
60.3
—
InstructionTasks with strict prompt rules.
59.7
72.0 best
MathMath problems.
71.2 best
65.3

Benchmarks

64 shared
Only Claude Opus 4.8: 38Only Grok 4.6: 20
Claude Opus 4.8
Grok 4.6
48.7% best15 / 222
42.9%34 / 222
77.7%74 / 217
80.3% best40 / 217
91.0%33 / 217
93.2% best21 / 217
20.9% best26 / 214
17.1%42 / 214
98.3%28 / 200
99.2% best19 / 200
92.0%22 / 199
94.9% best3 / 199
48.8% best25 / 164
48.2%27 / 164
83.6%51 / 149
86.3% best14 / 149
TaxEval v2Finance
75.6% best14 / 143
71.1%83 / 143
87.8%11 / 142
88.2% best7 / 142
92.4%16 / 135
94.7% best3 / 135
MMLU ProKnowledge
89.6% best9 / 135
89.4%11 / 135
47.7%32 / 133
55.9% best16 / 133
72.1% best27 / 131
67.1%31 / 131
CorpFin v2Finance
66.7% best16 / 131
66.2%20 / 131
92.5% best28 / 126
87.0%45 / 126
82.7% best24 / 123
76.2%41 / 123
54.4%33 / 114
56.5% best24 / 114
MedScribeHealthcare
85.8%26 / 109
86.5% best22 / 109
MedCodeHealthcare
53.2% best10 / 106
44.7%40 / 106