Noometry

Model comparison

Gemini 3.7 Flash vs NVILA 8B

Gemini 3.7 Flash has enough public results to be ranked (#14); NVILA 8B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

Gemini 3.7 Flash Google

59.8

Rank #14 Confirmed

NVILA 8B NVIDIA

37.3

Unranked Sparse

Summary

  • NVILA 8B has downloadable open weights; the other is API-only.

Side by side

Gemini 3.7 FlashNVILA 8B
ProviderGoogleNVIDIA
Noometry Index59.837.3
Released2026-08-132024-12-10
WeightsProprietaryOpen
Context window1.05M—
Max output66K—
Input $ / M tokens$0.75—
Output $ / M tokens$3.75—
Results tracked441

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Category by category

Coding Not comparable

Gemini 3.7 Flash: 56.2 (#22), NVILA 8B: —

BenchmarkGemini 3.7 FlashNVILA 8B
DeepSWE65.5%—
FrontierCode43.6%—
LMArena WebDev1592—
FrontierSWE20.3%—
SciCode59.8%—
LMArena Coding1497—
ALE-Bench904.3—

Agentic & Tool Use Not comparable

Gemini 3.7 Flash: 42.1 (#19), NVILA 8B: —

BenchmarkGemini 3.7 FlashNVILA 8B
APEX-Agents67.8%—
Remote Labor Index5%—
GDP.pdf23.8%—

Reasoning Not comparable

Gemini 3.7 Flash: 70.0 (#15), NVILA 8B: —

BenchmarkGemini 3.7 FlashNVILA 8B
ARC-AGI-284.6%—
NYT Connections (extended)94%—
ARC-AGI-195.5%—
CritPt14.3%—
Chess Puzzles47%—
LMArena Hard Prompts1494—
Mystery Game Puzzles37%—
DTBench96.8%—
LMCA50.4%—
Epoch Capabilities Index157.27—

Math Not comparable

Gemini 3.7 Flash: 69.6 (#23), NVILA 8B: —

BenchmarkGemini 3.7 FlashNVILA 8B
FrontierMath (Tiers 1-3)71.6%—
FrontierMath Tier 436.6%—
OTIS Mock AIME 2024-202597.2%—
ProofBench58%—
LMArena Math1507—

Knowledge Not comparable

Gemini 3.7 Flash: 69.7 (#5), NVILA 8B: —

BenchmarkGemini 3.7 FlashNVILA 8B
GPQA Diamond94.8%—
SimpleQA Verified69.2%—
LMArena Expert1508—

Multimodal Gemini 3.7 Flash leads

Gemini 3.7 Flash: 37.3 (#73), NVILA 8B: 35.0

BenchmarkGemini 3.7 FlashNVILA 8B
LMArena Vision1316—
Video-MME—64.2%
Furniture Assembly26.7%—

Multilingual Not comparable

Gemini 3.7 Flash: 57.6 (#7), NVILA 8B: —

BenchmarkGemini 3.7 FlashNVILA 8B
LMArena Non-English1484—
LMArena Chinese1548—
LMArena French1505—
LMArena German1498—
LMArena Japanese1512—
LMArena Korean1483—
LMArena Russian1516—
LMArena Spanish1503—

Instruction Following Not comparable

Gemini 3.7 Flash: 77.7 (#15), NVILA 8B: —

BenchmarkGemini 3.7 FlashNVILA 8B
LMArena Instruction Following1483—

Long Context Not comparable

Gemini 3.7 Flash: 45.7 (#30), NVILA 8B: —

BenchmarkGemini 3.7 FlashNVILA 8B
LMArena Longer Query1492—

Writing & Preference Not comparable

Gemini 3.7 Flash: 71.2 (#20), NVILA 8B: —

BenchmarkGemini 3.7 FlashNVILA 8B
LMArena Text1486—
LMArena Creative Writing1490—
EQ-Bench Creative Writing1723—
LMArena Multi-Turn1489—

Frequently asked questions

Is Gemini 3.7 Flash better than NVILA 8B?

Gemini 3.7 Flash has enough public results to be ranked (#14); NVILA 8B does not yet, so treat this comparison as directional.

How many benchmarks do Gemini 3.7 Flash and NVILA 8B share?

0 benchmarks have published results for both models. Gemini 3.7 Flash has 44 scored results on Noometry and NVILA 8B has 1.

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