GPT-5.4 Pro vs GPT-6.1 Sol

Change models
IndexAll categories, out of 100.
73.3 ±8.7
78.0 ±2.2 best
GapIndex points below the top.
−4.7 · no clear gap
Top
CoverageIndex weight that has results.
60%
100% best
SpeedOutput tokens per second.
21/s
34/s best
EloLMArena rating and rank.
—
1446
ReleasedMonth of release.
2026-03
2026-09
Input / 1MUS dollars per 1M input tokens.
$30.00
$2.00 best
Output / 1MUS dollars per 1M output tokens.
$180.00
$10.00 best
Batch output / 1MBatch price per 1M output tokens.
$90.00
$5.00 best
1K chats2K tokens in, 500 out, each.
$150.00
$9.00 best
1K documents20K tokens in, 1K out, each.
$780.00
$50.00 best
1K agent tasks200K tokens in, 20K out, each.
$9,600.00
$600.00 best
ContextMaximum tokens in one request.
1.05M
1.05M
AgenticMulti-step tasks with tools.
70.5
76.0 best
CodingCode writing and repair.
—
75.8
ReasoningLogic problems and puzzles.
80.4
81.8 best
MultimodalTasks with images and text.
—
72.2
KnowledgeFacts and expert knowledge.
67.2
78.0 best
MultilingualTasks in many languages.
—
73.2
InstructionTasks with strict prompt rules.
—
76.6
MathMath problems.
75.3
78.2 best

Benchmarks

10 shared
Only GPT-5.4 Pro: 8Only GPT-6.1 Sol: 88
GPT-5.4 Pro
GPT-6.1 Sol
94.6%8 / 217
95.4% best5 / 217
30.0%10 / 214
31.7% best4 / 214
83.3%19 / 131
94.2% best2 / 131
94.5%21 / 126
96.5% best11 / 126
92.2%12 / 122
97.1% best6 / 122
98.3%8 / 116
98.5% best6 / 116
46.3%40 / 91
73.9% best5 / 91
Chess PuzzlesReasoning
59.0%10 / 90
68.0% best4 / 90
82.5%17 / 90
93.7% best2 / 90
58.5%20 / 72
100.0% best1 / 72