Inference
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Gemini 3.8 Flash vs Muse Wonder

Change models
Gemini 3.8 FlashGoogle
Muse WonderMeta
IndexAll categories, out of 100.
67.8 ±2.5
73.1 ±4.0 best
GapIndex points below the top.
−5.3
Top
CoverageIndex weight that has results.
95% best
85%
SpeedOutput tokens per second.
68/s
80/s best
EloLMArena rating and rank.
1500
1503 best
ReleasedMonth of release.
2026-09
2026-10
Input / 1MUS dollars per 1M input tokens.
$0.825 best
$4.00
Output / 1MUS dollars per 1M output tokens.
$4.13 best
$20.00
Batch output / 1MBatch price per 1M output tokens.
$1.88
—
1K chats2K tokens in, 500 out, each.
$3.71 best
$18.00
1K documents20K tokens in, 1K out, each.
$20.63 best
$100.00
1K agent tasks200K tokens in, 20K out, each.
$247.50 best
$1,200.00
ContextMaximum tokens in one request.
1.05M
1.05M
AgenticMulti-step tasks with tools.
65.3
73.0 best
CodingCode writing and repair.
66.2
72.3 best
ReasoningLogic problems and puzzles.
68.3
73.1 best
MultimodalTasks with images and text.
67.1
—
KnowledgeFacts and expert knowledge.
70.9 best
68.6
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
91.3 best
74.4
MathMath problems.
64.3
73.5 best

Benchmarks

52 shared
Only Gemini 3.8 Flash: 54Only Muse Wonder: 10
Gemini 3.8 Flash
Muse Wonder
Artificial Analysis Humanity's Last ExamKnowledge
47.8%20 / 222
50.1% best12 / 222
Artificial Analysis Long Context ReasoningReasoning
81.3% best34 / 217
80.7%37 / 217
Critical Physics TasksReasoning
18.3%34 / 214
28.3% best15 / 214
OTIS Mock AIME 2024-2025Math
98.9%22 / 200
99.4% best17 / 200
Artificial Analysis Omniscience AccuracyKnowledge
50.5% best19 / 164
38.0%59 / 164
GDPval-AA normalizedAgentic
46.8%34 / 133
63.5% best5 / 133
Vibe Code Bench v1.1Coding
78.7%34 / 123
83.1% best22 / 123
Artificial Analysis SciCodeCoding
56.6%23 / 114
60.3% best10 / 114
FrontierMath-Tiers-1-3-v2-PrivateMath
68.4%32 / 90
82.1% best18 / 90
Legal Research BenchLegal
38.9%38 / 90
50.5% best7 / 90
Tax Agent BenchFinance
32.1%23 / 82
36.3% best15 / 82
LiveBench Data AnalysisReasoning
54.0%76 / 80
81.6% best5 / 80
LiveBench ReasoningReasoning
89.3%18 / 80
90.6% best11 / 80
Mystery Game PuzzlesReasoning
47.0%16 / 80
51.0% best15 / 80
Finance Agent (v2)Finance
61.4% best2 / 79
56.6%18 / 79
Code MigrationCoding
36.5%35 / 77
62.6% best6 / 77
EMBFinance
72.2% best8 / 75
67.1%18 / 75
FrontierMath-Tier-4-v2-PrivateMath
22.0%48 / 72
70.7% best17 / 72
LiveBench Agentic CodingAgentic
54.2%32 / 66
62.7% best9 / 66
LiveBench CodingCoding
72.5%54 / 66
80.7% best16 / 66