Model comparison

Gemini 3.8 Flash vs Wizardlm 13b

Gemini 3.8 Flash is the stronger model overall, scoring 61.8 to 31.4 on the Noometry Index.

Last verified . 10 shared benchmarks.

Gemini 3.8 Flash Google

61.8

Rank #11 Confirmed

Wizardlm 13b Microsoft

31.4

Rank #274 Confirmed

Summary

  • They share 10 benchmarks with published results for both. Gemini 3.8 Flash scores higher in 7 categories and Wizardlm 13b in 0 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Gemini 3.8 Flash leads 76.9 to 19.4.
  • Wizardlm 13b has downloadable open weights; the other is API-only.

Side by side

Gemini 3.8 Flash and Wizardlm 13b specifications
Gemini 3.8 FlashWizardlm 13b
ProviderGoogleMicrosoft
Noometry Index61.831.4
Released2026-09-02—
WeightsProprietaryOpen
Context window1.05M—
Max output66K—
Input $ / M tokens$0.75—
Output $ / M tokens$3.75—
Results tracked5010

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Category by category

Coding Gemini 3.8 Flash leads

Gemini 3.8 Flash: 59.2 (#15), Wizardlm 13b: 30.1 (#298)

Coding benchmarks
BenchmarkGemini 3.8 FlashWizardlm 13b
LMArena Coding15101035
DeepSWE73.8%—
FrontierCode41.2%—
CursorBench39.6%—
LMArena WebDev1584—
FrontierSWE19.6%—
SciCode56.6%—
WeirdML84.8%—
ALE-Bench1,270—

Agentic & Tool Use Not comparable

Gemini 3.8 Flash: 41.8 (#21), Wizardlm 13b: —

Agentic & Tool Use benchmarks
BenchmarkGemini 3.8 FlashWizardlm 13b
APEX-Agents64.3%—
Remote Labor Index5.8%—
GDP.pdf23.4%—
Vending-Bench 25,094—

Reasoning Gemini 3.8 Flash leads

Gemini 3.8 Flash: 76.9 (#5), Wizardlm 13b: 19.4 (#259)

Reasoning benchmarks
BenchmarkGemini 3.8 FlashWizardlm 13b
LMArena Hard Prompts15081018
ARC-AGI-289.2%—
NYT Connections (extended)97.4%—
ARC-AGI-198.5%—
CritPt18.3%—
Chess Puzzles61%—
Mystery Game Puzzles47%—
DTBench95.7%—
LMCA52.9%—
Surface Evolver Bench76.9%—
Epoch Capabilities Index156.71—

Math Gemini 3.8 Flash leads

Gemini 3.8 Flash: 65.3 (#28), Wizardlm 13b: 30.2 (#238)

Math benchmarks
BenchmarkGemini 3.8 FlashWizardlm 13b
LMArena Math15281017
FrontierMath (Tiers 1-3)68.4%—
FrontierMath Tier 422%—
OTIS Mock AIME 2024-202598.9%—
ProofBench48%—

Knowledge Not comparable

Gemini 3.8 Flash: 74.8 (#2), Wizardlm 13b: —

Knowledge benchmarks
BenchmarkGemini 3.8 FlashWizardlm 13b
GPQA Diamond95.4%—
Humanity's Last Exam44.5%—
SimpleQA Verified69.7%—
LMArena Expert1524—

Multimodal Not comparable

Gemini 3.8 Flash: 40.7 (#45), Wizardlm 13b: —

Multimodal benchmarks
BenchmarkGemini 3.8 FlashWizardlm 13b
LMArena Vision1314—
Blueprint-Bench 238.6%—
Furniture Assembly31.7%—

Multilingual Gemini 3.8 Flash leads

Gemini 3.8 Flash: 58.0 (#5), Wizardlm 13b: 27.1 (#277)

Multilingual benchmarks
BenchmarkGemini 3.8 FlashWizardlm 13b
LMArena Non-English14911034
LMArena Chinese15541023
LMArena French1498—
LMArena German1493—
LMArena Japanese1502—
LMArena Korean1459—
LMArena Russian1515—
LMArena Spanish1485—

Instruction Following Gemini 3.8 Flash leads

Gemini 3.8 Flash: 78.0 (#13), Wizardlm 13b: 53.5 (#285)

Instruction Following benchmarks
BenchmarkGemini 3.8 FlashWizardlm 13b
LMArena Instruction Following14901048

Long Context Gemini 3.8 Flash leads

Gemini 3.8 Flash: 46.3 (#24), Wizardlm 13b: 32.0 (#273)

Long Context benchmarks
BenchmarkGemini 3.8 FlashWizardlm 13b
LMArena Longer Query15081054

Writing & Preference Gemini 3.8 Flash leads

Gemini 3.8 Flash: 72.2 (#15), Wizardlm 13b: 30.5 (#287)

Writing & Preference benchmarks
BenchmarkGemini 3.8 FlashWizardlm 13b
LMArena Text14991077
LMArena Creative Writing14921091
LMArena Multi-Turn15011047
EQ-Bench Creative Writing1748—

Frequently asked questions

Is Gemini 3.8 Flash better than Wizardlm 13b?

Gemini 3.8 Flash is the stronger model overall, scoring 61.8 to 31.4 on the Noometry Index.

Is Gemini 3.8 Flash or Wizardlm 13b better for coding?

Gemini 3.8 Flash scores higher on coding benchmarks: 59.2 versus 30.1 in the Noometry coding category.

How many benchmarks do Gemini 3.8 Flash and Wizardlm 13b share?

10 benchmarks have published results for both models. Gemini 3.8 Flash has 50 scored results on Noometry and Wizardlm 13b has 10.

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