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Gemini 1.5 Flash (001)

Model evaluation

Capability & preference

Human preference · Arena

Overall text preferences from head-to-head votes. Not factual accuracy or a task-success rate.

Gemini 1.5 Flash (001) 1239.3 Gemini 1.5 Flash (001) · 95% interval 1234.8–1243.7 · 62,833 votes · 2026-10-28

Recorded results

Only the same benchmark, version, workload, scenario and unit share a row. Missing results are not zero. System results include the full submitted hardware and software configuration.

Arena text preference / chinesehuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,234.16 rating

Confidence interval: 1,223.99 – 1,244.33

7043 votes

Oct 28, 2026

Category: chinese
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / codinghuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,235.37 rating

Confidence interval: 1,227.79 – 1,242.96

10680 votes

Oct 28, 2026

Category: coding
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,221.83 rating

Confidence interval: 1,213.47 – 1,230.20

9031 votes

Oct 28, 2026

Category: creative_writing
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / englishhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,243.69 rating

Confidence interval: 1,238.34 – 1,249.03

33810 votes

Oct 28, 2026

Category: english
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,142.31 rating

Confidence interval: 1,135.61 – 1,149.02

40479 votes

Oct 28, 2026

Category: exclude_ties
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / experthuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,199.08 rating

Confidence interval: 1,186.75 – 1,211.40

3194 votes

Oct 28, 2026

Category: expert
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / frenchhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,241.22 rating

Confidence interval: 1,217.01 – 1,265.44

919 votes

Oct 28, 2026

Category: french
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / germanhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,216.42 rating

Confidence interval: 1,200.78 – 1,232.07

2169 votes

Oct 28, 2026

Category: german
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,219.50 rating

Confidence interval: 1,213.29 – 1,225.70

18228 votes

Oct 28, 2026

Category: hard_prompts
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,224.57 rating

Confidence interval: 1,217.21 – 1,231.92

10974 votes

Oct 28, 2026

Category: hard_prompts_english
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,225.37 rating

Confidence interval: 1,216.09 – 1,234.65

7261 votes

Oct 28, 2026

Category: industry_business_and_management_and_financial_operations
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,207.47 rating

Confidence interval: 1,199.55 – 1,215.39

9767 votes

Oct 28, 2026

Category: industry_entertainment_and_sports_and_media
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,247.54 rating

Confidence interval: 1,235.33 – 1,259.76

3784 votes

Oct 28, 2026

Category: industry_legal_and_government
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,231.80 rating

Confidence interval: 1,223.73 – 1,239.87

10875 votes

Oct 28, 2026

Category: industry_life_and_physical_and_social_science
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,238.03 rating

Confidence interval: 1,229.55 – 1,246.50

7315 votes

Oct 28, 2026

Category: industry_mathematical
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,186.30 rating

Confidence interval: 1,173.35 – 1,199.26

3461 votes

Oct 28, 2026

Category: industry_medicine_and_healthcare
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,241.43 rating

Confidence interval: 1,234.83 – 1,248.03

17507 votes

Oct 28, 2026

Category: industry_software_and_it_services
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,251.74 rating

Confidence interval: 1,244.88 – 1,258.60

16463 votes

Oct 28, 2026

Category: industry_writing_and_literature_and_language
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,211.77 rating

Confidence interval: 1,205.84 – 1,217.70

23685 votes

Oct 28, 2026

Category: instruction_following
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / japanesehuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,186.42 rating

Confidence interval: 1,168.25 – 1,204.59

1522 votes

Oct 28, 2026

Category: japanese
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / koreanhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,201.04 rating

Confidence interval: 1,181.52 – 1,220.56

2083 votes

Oct 28, 2026

Category: korean
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,251.36 rating

Confidence interval: 1,242.73 – 1,259.99

7837 votes

Oct 28, 2026

Category: longer_query
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / mathhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,228.64 rating

Confidence interval: 1,220.61 – 1,236.67

8392 votes

Oct 28, 2026

Category: math
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,227.50 rating

Confidence interval: 1,219.57 – 1,235.43

11065 votes

Oct 28, 2026

Category: multi_turn
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / non_englishhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,230.38 rating

Confidence interval: 1,224.63 – 1,236.12

29023 votes

Oct 28, 2026

Category: non_english
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / overallhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,239.28 rating

Confidence interval: 1,234.81 – 1,243.74

62833 votes

Oct 28, 2026

Category: overall
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / polishhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,237.64 rating

Confidence interval: 1,176.25 – 1,299.02

117 votes

Oct 28, 2026

Category: polish
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / russianhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,239.14 rating

Confidence interval: 1,230.05 – 1,248.22

7468 votes

Oct 28, 2026

Category: russian
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Arena text preference / spanishhuman preference · 2026-10-28 · rating

Gemini 1.5 Flash (001)

1,224.33 rating

Confidence interval: 1,201.75 – 1,246.91

1077 votes

Oct 28, 2026

Category: spanish
Evaluated configuration: Gemini 1.5 Flash (001)
Evaluation type: human preference

Run it locally

Inference · memory estimate

Gemini 1.5 Flash (001)

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license: Proprietary