Model comparison

InternVL2_5-78B vs Muse Spark 1.3

Muse Spark 1.3 has enough public results to be ranked (#27); InternVL2_5-78B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

InternVL2_5-78B Shanghai AI Lab

38.6

Unranked Sparse

Muse Spark 1.3 Meta

54.4

Rank #27 Confirmed

Summary

  • The widest gap is in multimodal, where Muse Spark 1.3 leads 43.0 to 37.8.
  • InternVL2_5-78B has downloadable open weights; the other is API-only.

Side by side

InternVL2_5-78B and Muse Spark 1.3 specifications
InternVL2_5-78BMuse Spark 1.3
ProviderShanghai AI LabMeta
Noometry Index38.654.4
Released2024-12-062026-09-02
WeightsOpenProprietary
Context window—1.05M
Max output—131K
Input $ / M tokens—$1.25
Output $ / M tokens—$4.25
Results tracked134

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Category by category

Coding Not comparable

InternVL2_5-78B: —, Muse Spark 1.3: 56.1 (#18)

Coding benchmarks
BenchmarkInternVL2_5-78BMuse Spark 1.3
CursorBench—41.6%
LMArena WebDev—1655
SciCode—59.7%
LMArena Coding—1516

Agentic & Tool Use Not comparable

InternVL2_5-78B: —, Muse Spark 1.3: 38.6 (#28)

Agentic & Tool Use benchmarks
BenchmarkInternVL2_5-78BMuse Spark 1.3
APEX-Agents—57.8%
GDP.pdf—27.6%

Reasoning Not comparable

InternVL2_5-78B: —, Muse Spark 1.3: 52.9 (#27)

Reasoning benchmarks
BenchmarkInternVL2_5-78BMuse Spark 1.3
NYT Connections (extended)—85.1%
CritPt—24.9%
Chess Puzzles—38%
LMArena Hard Prompts—1503
Mystery Game Puzzles—25%
DTBench—96.5%
LMCA—53.9%
Bench to the Future 3—0.14
Epoch Capabilities Index—156.89

Math Not comparable

InternVL2_5-78B: —, Muse Spark 1.3: 72.4 (#16)

Math benchmarks
BenchmarkInternVL2_5-78BMuse Spark 1.3
FrontierMath (Tiers 1-3)—74.4%
FrontierMath Tier 4—46.3%
OTIS Mock AIME 2024-2025—99.2%
LMArena Math—1497

Knowledge Not comparable

InternVL2_5-78B: —, Muse Spark 1.3: 42.0 (#92)

Knowledge benchmarks
BenchmarkInternVL2_5-78BMuse Spark 1.3
LMArena Expert—1516

Multimodal Muse Spark 1.3 leads

InternVL2_5-78B: 37.8, Muse Spark 1.3: 43.0 (#21)

Multimodal benchmarks
BenchmarkInternVL2_5-78BMuse Spark 1.3
LMArena Vision—1310
Video-MME72.1%—
LMArena Document—1471

Multilingual Not comparable

InternVL2_5-78B: —, Muse Spark 1.3: 57.8 (#6)

Multilingual benchmarks
BenchmarkInternVL2_5-78BMuse Spark 1.3
LMArena Non-English—1485
LMArena Chinese—1527
LMArena French—1534
LMArena Korean—1513
LMArena Russian—1491
LMArena Spanish—1485

Instruction Following Not comparable

InternVL2_5-78B: —, Muse Spark 1.3: 77.8 (#14)

Instruction Following benchmarks
BenchmarkInternVL2_5-78BMuse Spark 1.3
LMArena Instruction Following—1481

Long Context Not comparable

InternVL2_5-78B: —, Muse Spark 1.3: 45.7 (#29)

Long Context benchmarks
BenchmarkInternVL2_5-78BMuse Spark 1.3
LMArena Longer Query—1491

Writing & Preference Not comparable

InternVL2_5-78B: —, Muse Spark 1.3: 73.7 (#10)

Writing & Preference benchmarks
BenchmarkInternVL2_5-78BMuse Spark 1.3
LMArena Text—1490
LMArena Creative Writing—1450
EQ-Bench Creative Writing—1906
LMArena Multi-Turn—1486

Frequently asked questions

Is InternVL2_5-78B better than Muse Spark 1.3?

Muse Spark 1.3 has enough public results to be ranked (#27); InternVL2_5-78B does not yet, so treat this comparison as directional.

How many benchmarks do InternVL2_5-78B and Muse Spark 1.3 share?

0 benchmarks have published results for both models. InternVL2_5-78B has 1 scored results on Noometry and Muse Spark 1.3 has 34.

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