Inference
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GPT-6 Sol vs Muse Wonder

Change models
GPT-6 SolOpenAI
Muse WonderMeta
IndexAll categories, out of 100.
72.8 ±2.2
73.1 ±4.0 best
GapIndex points below the top.
−0.3 · no clear gap
Top
CoverageIndex weight that has results.
100% best
85%
SpeedOutput tokens per second.
61/s
80/s best
EloLMArena rating and rank.
1397
1503 best
ReleasedMonth of release.
2026-09
2026-10
Input / 1MUS dollars per 1M input tokens.
$2.00 best
$4.00
Output / 1MUS dollars per 1M output tokens.
$10.00 best
$20.00
Batch output / 1MBatch price per 1M output tokens.
$5.00
—
1K chats2K tokens in, 500 out, each.
$9.00 best
$18.00
1K documents20K tokens in, 1K out, each.
$50.00 best
$100.00
1K agent tasks200K tokens in, 20K out, each.
$600.00 best
$1,200.00
ContextMaximum tokens in one request.
1.05M
1.05M
AgenticMulti-step tasks with tools.
68.6
73.0 best
CodingCode writing and repair.
73.9 best
72.3
ReasoningLogic problems and puzzles.
76.1 best
73.1
MultimodalTasks with images and text.
70.1
—
KnowledgeFacts and expert knowledge.
71.9 best
68.6
MultilingualTasks in many languages.
65.5
—
InstructionTasks with strict prompt rules.
65.3
74.4 best
MathMath problems.
75.8 best
73.5

Benchmarks

47 shared
Only GPT-6 Sol: 47Only Muse Wonder: 15
GPT-6 Sol
Muse Wonder
Artificial Analysis Humanity's Last ExamKnowledge
47.9%18 / 222
50.1% best12 / 222
Artificial Analysis Long Context ReasoningReasoning
83.7% best10 / 217
80.7%37 / 217
Critical Physics TasksReasoning
30.9% best8 / 214
28.3%15 / 214
OTIS Mock AIME 2024-2025Math
100.0% best1 / 200
99.4%17 / 200
Artificial Analysis Omniscience AccuracyKnowledge
54.5% best13 / 164
38.0%59 / 164
GDPval-AA normalizedAgentic
50.4%27 / 133
63.5% best5 / 133
Vibe Code Bench v1.1Coding
87.8% best12 / 123
83.1%22 / 123
Artificial Analysis SciCodeCoding
57.6%18 / 114
60.3% best10 / 114
FrontierMath-Tiers-1-3-v2-PrivateMath
89.8% best8 / 90
82.1%18 / 90
Legal Research BenchLegal
28.8%57 / 90
50.5% best7 / 90
Tax Agent BenchFinance
15.0%62 / 82
36.3% best15 / 82
LiveBench Data AnalysisReasoning
81.2%7 / 80
81.6% best5 / 80
LiveBench ReasoningReasoning
88.7%20 / 80
90.6% best11 / 80
Mystery Game PuzzlesReasoning
56.0% best12 / 80
51.0%15 / 80
Finance Agent (v2)Finance
49.0%48 / 79
56.6% best18 / 79
Code MigrationCoding
57.2%9 / 77
62.6% best6 / 77
EMBFinance
71.5% best12 / 75
67.1%18 / 75
FrontierMath-Tier-4-v2-PrivateMath
90.0% best8 / 72
70.7%17 / 72
LiveBench Agentic CodingAgentic
52.9%36 / 66
62.7% best9 / 66
LiveBench CodingCoding
81.8% best11 / 66
80.7%16 / 66