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Muse Spark 1.3

Meta xHigh CLOSED Proprietary
Other settings:Max · 87
Verdict

Muse Spark 1.3 doesn't have enough test coverage for an overall SIscope score yet. Even across the board, with no weak spot in what's been tested. Mid-range on price.

SIscope score
No score yet
40% coverage, needs 70%
Human-vote rank
Not on board
Text arena
Price per 1M tokens, blended
$2
$1.25 in · $4.25 out
Context window
1M
1,048,576 tokens

Shape

Each spoke is a category, 0 at the centre, 100 at the edge.

CodingAgentsno data yetReasoningno data yetMathChatno data yetInstructionsno data yet

Category scores

Percentiles: 90 means better than about 90% of tested models.

Coding82
Agents & toolsNo data yet–
Reasoning & knowledgeNo data yet–
Math88
Chat qualityNo data yet–
Following instructionsNo data yet–

What goes into each category · Compare with DeepSeek V4.1 Flash

Coding votes over time

WebDev arena, recent updates.

161516231630Oct 16: 1621.6 (rank #22)Oct 18: 1621.2 (rank #24)Oct 19: 1621.4 (rank #24)Oct 22: 1619.7 (rank #25)Oct 23: 1620.1 (rank #26)Oct 27: 1620.6 (rank #27)Oct 28: 1620.1 (rank #28)Oct 16Oct 28

Independent test runs

Run by Epoch AI on the same harness for every model. Bars show the share of questions answered correctly.

OTIS Mock AIME 2024-2599%
Competition maths problems in the style of AIME
Better than 93% of 313 tested models. Run Sep 17, 2026.
FrontierMath Tiers 1-374%
Very hard, unpublished research-style maths problems
Better than 82% of 122 tested models. Run Sep 16, 2026.

Human-vote arenas

People compare two anonymous answers and pick the better one. Scores work like chess ratings.

ArenaRankScoreRange (95%)VotesUpdated
Text arena
Everyday chat, blind human votes
Not on this board yet
WebDev arena
Building web apps, blind human votes
#28 of 15216201613–162810,243Oct 28, 2026
Vision arena
Questions about images, blind human votes
#19 of 16713021292–13114,897Oct 19, 2026
Agent arena
Real multi-step agent sessions
Not on this board yet

Source: Arena (formerly LMArena) leaderboard dataset, CC BY 4.0. Fetched Nov 4, 2026.

Price

Input
$1.25
per 1M tokens
Output
$4.25
per 1M tokens
Blended
$2
3 in : 1 out, per 1M
Context window
1M
max tokens per request
Speed
Coming soon
our own tests

List price from the OpenRouter models API (meta/muse-spark-1.3), Nov 4, 2026. Providers can charge differently.