Claude Sonnet 5.5 vs GPT-6.1 Sol

Change models
IndexAll categories, out of 100.
77.2 ±2.6
78.0 ±2.2 best
GapIndex points below the top.
−0.8 · no clear gap
Top
CoverageIndex weight that has results.
95%
100% best
SpeedOutput tokens per second.
107/s best
34/s
EloLMArena rating and rank.
1469 best
1446
ReleasedMonth of release.
2026-09
2026-09
Input / 1MUS dollars per 1M input tokens.
$2.00
$2.00
Output / 1MUS dollars per 1M output tokens.
$10.00
$10.00
Batch output / 1MBatch price per 1M output tokens.
$5.00
$5.00
1K chats2K tokens in, 500 out, each.
$9.00
$9.00
1K documents20K tokens in, 1K out, each.
$50.00
$50.00
1K agent tasks200K tokens in, 20K out, each.
$600.00
$600.00
ContextMaximum tokens in one request.
1M
1.05M best
AgenticMulti-step tasks with tools.
77.5 best
76.0
CodingCode writing and repair.
80.8 best
75.8
ReasoningLogic problems and puzzles.
77.8
81.8 best
MultimodalTasks with images and text.
74.4 best
72.2
KnowledgeFacts and expert knowledge.
71.3
78.0 best
MultilingualTasks in many languages.
—
73.2
InstructionTasks with strict prompt rules.
41.5
76.6 best
MathMath problems.
76.1
78.2 best

Benchmarks

81 shared
Only Claude Sonnet 5.5: 47Only GPT-6.1 Sol: 17
Claude Sonnet 5.5
GPT-6.1 Sol
55.0% best6 / 222
52.9%10 / 222
82.7%23 / 217
83.0% best18 / 217
95.6% best4 / 217
95.4%5 / 217
31.4%7 / 214
31.7% best4 / 214
100.0%1 / 200
100.0%1 / 200
51.5%17 / 164
61.8% best5 / 164
66.9% best4 / 133
54.8%22 / 133
83.9%17 / 131
94.2% best2 / 131
96.5%11 / 126
96.5%11 / 126
92.4% best2 / 123
88.9%10 / 123
90.1%16 / 122
97.1% best6 / 122
97.8%14 / 116
98.5% best6 / 116
61.0% best6 / 114
54.2%35 / 114
MedScribeHealthcare
91.1% best3 / 109
86.5%22 / 109
MedCodeHealthcare
52.9% best12 / 106
48.8%28 / 106
46.5%39 / 91
73.9% best5 / 91
Chess PuzzlesReasoning
59.0%10 / 90
68.0% best4 / 90
88.8%10 / 90
93.7% best2 / 90
48.1% best12 / 90
38.5%39 / 90
42.0% best10 / 82
21.8%49 / 82