Model comparison

InternVL2-40B vs MiMo-V2.6-Pro

MiMo-V2.6-Pro has enough public results to be ranked (#49); InternVL2-40B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

InternVL2-40B Shanghai AI Lab

36.6

Unranked Sparse

MiMo-V2.6-Pro Xiaomi

50.3

Rank #49 Confirmed

Summary

  • The widest gap is in multimodal, where MiMo-V2.6-Pro leads 40.8 to 33.7.

Side by side

InternVL2-40B and MiMo-V2.6-Pro specifications
InternVL2-40BMiMo-V2.6-Pro
ProviderShanghai AI LabXiaomi
Noometry Index36.650.3
Released2024-07-082026-09-21
WeightsOpenOpen
Context window—1.05M
Max output—131K
Input $ / M tokens—$0.43
Output $ / M tokens—$0.87
Results tracked119

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Category by category

Coding Not comparable

InternVL2-40B: —, MiMo-V2.6-Pro: 55.5 (#23)

Coding benchmarks
BenchmarkInternVL2-40BMiMo-V2.6-Pro
LMArena WebDev—1629
SciCode—60.9%
LMArena Coding—1534
ALE-Bench—1,158

Agentic & Tool Use Not comparable

InternVL2-40B: —, MiMo-V2.6-Pro: 37.5 (#35)

Agentic & Tool Use benchmarks
BenchmarkInternVL2-40BMiMo-V2.6-Pro
APEX-Agents—59.5%

Reasoning Not comparable

InternVL2-40B: —, MiMo-V2.6-Pro: 43.1 (#50)

Reasoning benchmarks
BenchmarkInternVL2-40BMiMo-V2.6-Pro
CritPt—26.6%
LMArena Hard Prompts—1512

Math Not comparable

InternVL2-40B: —, MiMo-V2.6-Pro: 54.5 (#45)

Math benchmarks
BenchmarkInternVL2-40BMiMo-V2.6-Pro
ProofBench—70%
LMArena Math—1494

Knowledge Not comparable

InternVL2-40B: —, MiMo-V2.6-Pro: 43.5 (#92)

Knowledge benchmarks
BenchmarkInternVL2-40BMiMo-V2.6-Pro
LMArena Expert—1543

Multimodal MiMo-V2.6-Pro leads

InternVL2-40B: 33.7, MiMo-V2.6-Pro: 40.8 (#43)

Multimodal benchmarks
BenchmarkInternVL2-40BMiMo-V2.6-Pro
LMArena Vision—1264
Video-MME61.2%—

Multilingual Not comparable

InternVL2-40B: —, MiMo-V2.6-Pro: 56.9 (#14)

Multilingual benchmarks
BenchmarkInternVL2-40BMiMo-V2.6-Pro
LMArena Non-English—1474
LMArena Chinese—1529
LMArena Russian—1480

Instruction Following Not comparable

InternVL2-40B: —, MiMo-V2.6-Pro: 78.2 (#12)

Instruction Following benchmarks
BenchmarkInternVL2-40BMiMo-V2.6-Pro
LMArena Instruction Following—1493

Long Context Not comparable

InternVL2-40B: —, MiMo-V2.6-Pro: 46.0 (#27)

Long Context benchmarks
BenchmarkInternVL2-40BMiMo-V2.6-Pro
LMArena Longer Query—1501

Writing & Preference Not comparable

InternVL2-40B: —, MiMo-V2.6-Pro: 66.8 (#33)

Writing & Preference benchmarks
BenchmarkInternVL2-40BMiMo-V2.6-Pro
LMArena Text—1492
LMArena Creative Writing—1468
LMArena Multi-Turn—1464

Frequently asked questions

Is InternVL2-40B better than MiMo-V2.6-Pro?

MiMo-V2.6-Pro has enough public results to be ranked (#49); InternVL2-40B does not yet, so treat this comparison as directional.

How many benchmarks do InternVL2-40B and MiMo-V2.6-Pro share?

0 benchmarks have published results for both models. InternVL2-40B has 1 scored results on Noometry and MiMo-V2.6-Pro has 19.

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