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AI models
google

Gemini 3.5 Flash

AI model Released

API mode
Chat*
Context window
1,048,576 tokens
Maximum output
65,536 tokens
Open weights
No

Capability & preference

General capability · ECI

A cross-benchmark capability estimate. Index points, not a percentage; intervals show uncertainty.

Gemini 3.5 Flash 155.0* Gemini 3.5 Flash · 95% interval 153.0–157.4

Human preference · Arena

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

Gemini 3.5 Flash 1482.2 Gemini 3.5 Flash (High) · 95% interval 1478.3–1486.0 · 48,376 votes · 2026-10-28

Model performance

Radar task score: four tests, equal weight. An experimental summary of these tasks, not a universal intelligence rating.

Gemini 3.5 Flash

Radar task score

Unrated

Tests too far apart · no combined score

6 benchmark results for this configuration

Scientific reasoning

GPQA Diamond · 25%

Expert-written science questions; strict multiple-choice scoring. Chance accuracy is 25%.

Gemini 3.5 Flash 92.8*% Approx. 95% interval: 89.6–96.0%

Novel problem solving

Mystery Game Puzzles · 25%

Best-next-move puzzles in an undisclosed game variant. A narrow reasoning test, not general intelligence.

Gemini 3.5 Flash 32.0*% Approx. 95% interval: 22.8–41.2%

Advanced mathematics

FrontierMath Tiers 1-3 · 25%

Private v2 mathematics problems with Python tools. Earlier versions and Tier 4 are excluded.

Gemini 3.5 Flash 62.8*% Approx. 95% interval: 57.2–68.4%

Factual answers

SimpleQA Verified · 25%

Correct factual answers under a guessing prompt, graded by a model. Not a hallucination or abstention score.

Gemini 3.5 Flash 66.2*% Approx. 95% interval: 63.3–69.1%

Competition mathematics

OTIS Mock AIME 2024-2025 · Separate result

Competition problems with model-extracted answers checked against an exact key. Earlier grading procedures are excluded.

Gemini 3.5 Flash 95.6*% Approx. 95% interval: 90.3–100.0%

Research mathematics

FrontierMath Tier 4 v2 · Separate result

The hardest private FrontierMath problems, corrected v2 set, with Python tools. Separate from Tiers 1-3 in the core score.

Gemini 3.5 Flash 26.8*% Approx. 95% interval: 13.1–40.6%

Bars show reported task scores. Whiskers are approximate 95% intervals where standard errors are available. Different reasoning budgets are not equal-cost tests. Missing results are never zero.

Benchmark results

  • Reported score · version unreported · intelligence50.20*Platform unreported Compare results

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 3.5 Flash

1,526.52 rating

Confidence interval: 1,515.80 – 1,537.23

3416 votes

Category
chinese
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference

1,525.30 rating

Confidence interval: 1,514.77 – 1,535.83

3583 votes

Category
chinese
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,492.97 rating

Confidence interval: 1,486.95 – 1,499.00

13850 votes

Category
coding
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,487.50 rating

Confidence interval: 1,481.34 – 1,493.66

13619 votes

Category
coding
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,471.27 rating

Confidence interval: 1,463.93 – 1,478.60

9411 votes

Category
creative_writing
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference

1,468.68 rating

Confidence interval: 1,461.48 – 1,475.87

9379 votes

Category
creative_writing
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,480.62 rating

Confidence interval: 1,475.47 – 1,485.76

20531 votes

Category
english
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,476.48 rating

Confidence interval: 1,471.16 – 1,481.79

20033 votes

Category
english
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,491.07 rating

Confidence interval: 1,486.00 – 1,496.14

36490 votes

Category
exclude_ties
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,486.55 rating

Confidence interval: 1,481.17 – 1,491.92

35425 votes

Category
exclude_ties
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,494.46 rating

Confidence interval: 1,485.97 – 1,502.95

5567 votes

Category
expert
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,484.86 rating

Confidence interval: 1,476.34 – 1,493.39

5585 votes

Category
expert
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,489.38 rating

Confidence interval: 1,472.91 – 1,505.85

1546 votes

Category
french
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,475.45 rating

Confidence interval: 1,458.70 – 1,492.19

1502 votes

Category
french
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,492.75 rating

Confidence interval: 1,470.57 – 1,514.93

773 votes

Category
german
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,492.45 rating

Confidence interval: 1,469.95 – 1,514.95

757 votes

Category
german
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,488.19 rating

Confidence interval: 1,483.64 – 1,492.74

32328 votes

Category
hard_prompts
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,485.16 rating

Confidence interval: 1,480.36 – 1,489.96

31463 votes

Category
hard_prompts
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,482.35 rating

Confidence interval: 1,476.34 – 1,488.36

13762 votes

Category
hard_prompts_english
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,479.13 rating

Confidence interval: 1,472.99 – 1,485.27

13314 votes

Category
hard_prompts_english
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,467.21 rating

Confidence interval: 1,460.36 – 1,474.06

9384 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,459.28 rating

Confidence interval: 1,452.25 – 1,466.31

9092 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,459.68 rating

Confidence interval: 1,453.05 – 1,466.30

12013 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference

1,458.73 rating

Confidence interval: 1,452.21 – 1,465.26

11832 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,487.35 rating

Confidence interval: 1,477.13 – 1,497.57

3834 votes

Category
industry_legal_and_government
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference

1,486.63 rating

Confidence interval: 1,476.76 – 1,496.51

4050 votes

Category
industry_legal_and_government
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,494.87 rating

Confidence interval: 1,487.48 – 1,502.25

7784 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference

1,493.88 rating

Confidence interval: 1,486.68 – 1,501.07

7983 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,494.14 rating

Confidence interval: 1,482.20 – 1,506.08

2705 votes

Category
industry_mathematical
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference

1,492.24 rating

Confidence interval: 1,480.66 – 1,503.81

2886 votes

Category
industry_mathematical
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,483.56 rating

Confidence interval: 1,472.97 – 1,494.16

3543 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,482.58 rating

Confidence interval: 1,471.82 – 1,493.34

3445 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,493.90 rating

Confidence interval: 1,488.60 – 1,499.21

19402 votes

Category
industry_software_and_it_services
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,485.92 rating

Confidence interval: 1,480.43 – 1,491.42

18867 votes

Category
industry_software_and_it_services
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,478.24 rating

Confidence interval: 1,471.93 – 1,484.56

12578 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,473.53 rating

Confidence interval: 1,467.11 – 1,479.94

12746 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,467.19 rating

Confidence interval: 1,461.62 – 1,472.76

17342 votes

Category
instruction_following
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,464.92 rating

Confidence interval: 1,459.20 – 1,470.63

17044 votes

Category
instruction_following
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,489.77 rating

Confidence interval: 1,466.01 – 1,513.54

707 votes

Category
japanese
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,461.25 rating

Confidence interval: 1,436.73 – 1,485.77

697 votes

Category
japanese
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,447.90 rating

Confidence interval: 1,427.10 – 1,468.70

878 votes

Category
korean
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference

1,444.94 rating

Confidence interval: 1,425.26 – 1,464.63

970 votes

Category
korean
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,482.81 rating

Confidence interval: 1,477.51 – 1,488.11

22730 votes

Category
longer_query
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,477.25 rating

Confidence interval: 1,471.86 – 1,482.65

22607 votes

Category
longer_query
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,504.22 rating

Confidence interval: 1,491.82 – 1,516.61

2385 votes

Category
math
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,486.16 rating

Confidence interval: 1,473.36 – 1,498.97

2209 votes

Category
math
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,480.95 rating

Confidence interval: 1,473.59 – 1,488.31

8083 votes

Category
multi_turn
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,475.97 rating

Confidence interval: 1,468.36 – 1,483.58

7651 votes

Category
multi_turn
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,475.72 rating

Confidence interval: 1,471.01 – 1,480.43

27843 votes

Category
non_english
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,471.92 rating

Confidence interval: 1,467.01 – 1,476.84

27160 votes

Category
non_english
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,482.18 rating

Confidence interval: 1,478.31 – 1,486.04

48376 votes

Category
overall
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,478.16 rating

Confidence interval: 1,474.04 – 1,482.28

47196 votes

Category
overall
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,517.14 rating

Confidence interval: 1,495.83 – 1,538.44

802 votes

Category
polish
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,498.51 rating

Confidence interval: 1,475.84 – 1,521.17

688 votes

Category
polish
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,494.46 rating

Confidence interval: 1,485.87 – 1,503.05

5437 votes

Category
russian
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,493.17 rating

Confidence interval: 1,484.46 – 1,501.88

5376 votes

Category
russian
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating

Gemini 3.5 Flash

1,481.17 rating

Confidence interval: 1,464.60 – 1,497.73

1425 votes

Category
spanish
Evaluated configuration
Gemini 3.5 Flash (High)
Evaluation type
human preference

1,477.39 rating

Confidence interval: 1,460.29 – 1,494.48

1296 votes

Category
spanish
Evaluated configuration
Gemini 3.5 Flash (Medium)
Evaluation type
human preference
Arena text preference / chinesehuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,526.40 rating

Confidence interval: 1,515.71 – 1,537.09

3441 votes

Category
chinese
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference

1,525.44 rating

Confidence interval: 1,514.94 – 1,535.94

3611 votes

Category
chinese
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,493.22 rating

Confidence interval: 1,487.19 – 1,499.26

13847 votes

Category
coding
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,487.58 rating

Confidence interval: 1,481.41 – 1,493.75

13614 votes

Category
coding
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,469.83 rating

Confidence interval: 1,462.50 – 1,477.15

9481 votes

Category
creative_writing
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference

1,468.07 rating

Confidence interval: 1,460.89 – 1,475.25

9467 votes

Category
creative_writing
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,480.52 rating

Confidence interval: 1,475.37 – 1,485.66

20571 votes

Category
english
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,476.24 rating

Confidence interval: 1,470.91 – 1,481.56

20074 votes

Category
english
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,490.81 rating

Confidence interval: 1,485.74 – 1,495.89

36544 votes

Category
exclude_ties
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,485.55 rating

Confidence interval: 1,480.17 – 1,490.93

35507 votes

Category
exclude_ties
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,494.97 rating

Confidence interval: 1,486.47 – 1,503.46

5582 votes

Category
expert
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,485.13 rating

Confidence interval: 1,476.59 – 1,493.66

5583 votes

Category
expert
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,489.52 rating

Confidence interval: 1,472.99 – 1,506.05

1544 votes

Category
french
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,475.67 rating

Confidence interval: 1,458.84 – 1,492.49

1500 votes

Category
french
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,493.29 rating

Confidence interval: 1,470.78 – 1,515.79

758 votes

Category
german
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference

1,492.21 rating

Confidence interval: 1,470.12 – 1,514.30

781 votes

Category
german
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,488.16 rating

Confidence interval: 1,483.60 – 1,492.71

32403 votes

Category
hard_prompts
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,484.46 rating

Confidence interval: 1,479.65 – 1,489.26

31530 votes

Category
hard_prompts
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,482.49 rating

Confidence interval: 1,476.48 – 1,488.50

13789 votes

Category
hard_prompts_english
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,479.04 rating

Confidence interval: 1,472.89 – 1,485.18

13343 votes

Category
hard_prompts_english
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,466.88 rating

Confidence interval: 1,460.03 – 1,473.73

9395 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,458.45 rating

Confidence interval: 1,451.42 – 1,465.48

9103 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,459.13 rating

Confidence interval: 1,452.50 – 1,465.76

12062 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference

1,458.81 rating

Confidence interval: 1,452.28 – 1,465.33

11903 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,487.78 rating

Confidence interval: 1,477.57 – 1,498.00

3849 votes

Category
industry_legal_and_government
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference

1,486.19 rating

Confidence interval: 1,476.35 – 1,496.03

4094 votes

Category
industry_legal_and_government
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,494.45 rating

Confidence interval: 1,487.06 – 1,501.84

7792 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference

1,494.14 rating

Confidence interval: 1,486.94 – 1,501.34

8004 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,494.31 rating

Confidence interval: 1,482.33 – 1,506.29

2700 votes

Category
industry_mathematical
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference

1,492.35 rating

Confidence interval: 1,480.71 – 1,503.98

2872 votes

Category
industry_mathematical
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,482.90 rating

Confidence interval: 1,472.30 – 1,493.49

3559 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,482.29 rating

Confidence interval: 1,471.52 – 1,493.06

3449 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,494.09 rating

Confidence interval: 1,488.77 – 1,499.40

19417 votes

Category
industry_software_and_it_services
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,485.70 rating

Confidence interval: 1,480.20 – 1,491.20

18883 votes

Category
industry_software_and_it_services
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,477.79 rating

Confidence interval: 1,471.48 – 1,484.10

12654 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,472.26 rating

Confidence interval: 1,465.84 – 1,478.67

12817 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,467.14 rating

Confidence interval: 1,461.57 – 1,472.71

17406 votes

Category
instruction_following
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,464.22 rating

Confidence interval: 1,458.50 – 1,469.94

17076 votes

Category
instruction_following
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,486.23 rating

Confidence interval: 1,462.17 – 1,510.30

695 votes

Category
japanese
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,461.57 rating

Confidence interval: 1,436.57 – 1,486.57

680 votes

Category
japanese
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,449.19 rating

Confidence interval: 1,428.25 – 1,470.14

872 votes

Category
korean
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference

1,445.43 rating

Confidence interval: 1,425.74 – 1,465.13

967 votes

Category
korean
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,482.56 rating

Confidence interval: 1,477.26 – 1,487.87

22808 votes

Category
longer_query
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,476.62 rating

Confidence interval: 1,471.22 – 1,482.02

22668 votes

Category
longer_query
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,503.21 rating

Confidence interval: 1,490.81 – 1,515.61

2385 votes

Category
math
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,486.46 rating

Confidence interval: 1,473.65 – 1,499.27

2210 votes

Category
math
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,480.94 rating

Confidence interval: 1,473.57 – 1,488.30

8090 votes

Category
multi_turn
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,475.87 rating

Confidence interval: 1,468.26 – 1,483.48

7657 votes

Category
multi_turn
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,475.45 rating

Confidence interval: 1,470.74 – 1,480.16

27913 votes

Category
non_english
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,471.03 rating

Confidence interval: 1,466.11 – 1,475.94

27215 votes

Category
non_english
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,482.02 rating

Confidence interval: 1,478.15 – 1,485.88

48486 votes

Category
overall
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,477.42 rating

Confidence interval: 1,473.30 – 1,481.54

47292 votes

Category
overall
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,516.54 rating

Confidence interval: 1,495.19 – 1,537.88

799 votes

Category
polish
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,499.68 rating

Confidence interval: 1,476.88 – 1,522.49

681 votes

Category
polish
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,492.43 rating

Confidence interval: 1,483.85 – 1,501.01

5474 votes

Category
russian
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,491.22 rating

Confidence interval: 1,482.53 – 1,499.91

5416 votes

Category
russian
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating

Gemini 3.5 Flash

1,479.63 rating

Confidence interval: 1,463.06 – 1,496.20

1430 votes

Category
spanish
Evaluated configuration
gemini-3.5-flash-high
Evaluation type
human preference

1,475.07 rating

Confidence interval: 1,457.97 – 1,492.18

1300 votes

Category
spanish
Evaluated configuration
gemini-3.5-flash-medium
Evaluation type
human preference

Run it locally

Inference · memory estimate

Gemini 3.5 Flash

Closed weights. No supported local deployment or GPU requirement is published.

API cost

USD / month

Standard text-token estimate. Excludes taxes, caching, batch discounts, reasoning and multimodal surcharges. Provider limits and regional availability may differ.

Gemini 3.5 Flash

Gemini 3.5 Flash / Pricing tiers 4
Provider / scopeRateCurrencyAmount / unit
Google Vertex AIGemini 3.5 FlashBatch Token tier: 0 – 200,000 Cached inputUSD0.075 / 1M tokens
InputUSD0.75 / 1M tokens
OutputUSD4.5 / 1M tokens
Google Vertex AIGemini 3.5 FlashBatch Token tier: 200,000 – No stated upper limit Cached inputUSD0.075 / 1M tokens
InputUSD0.75 / 1M tokens
OutputUSD4.5 / 1M tokens
Google Vertex AIGemini 3.5 FlashStandard Token tier: 0 – 200,000 Cached inputUSD0.15 / 1M tokens
InputUSD1.5 / 1M tokens
OutputUSD9 / 1M tokens
Google Vertex AIGemini 3.5 FlashStandard Token tier: 200,000 – No stated upper limit Cached inputUSD0.15 / 1M tokens
InputUSD1.5 / 1M tokens
OutputUSD9 / 1M tokens

Capabilities

Context window
1,048,576 tokens
Maximum input
1,048,576 tokens*
Maximum output
65,536 tokens
Reasoning
Yes
Tool calling
Yes
Structured output
Yes*
Open weights
No
Knowledge cutoff
2025-01
API mode
Chat*
Declared context window
1M*
Model type
LLM (multimodal)*
Declared modalities
Text, Image, Audio, Video → Text*
Image input
Yes*
PDF input
Yes*
Video input
Yes*
Audio input
Yes*
Audio output
No*
Parallel tool calls
Yes*
Prompt caching
Yes*
System messages
Yes*
Tool choice
Yes*
Web search
Yes*
Model license
Proprietary

Input modalities

  • text
  • image
  • video
  • audio
  • pdf

Output modalities

  • text

System configuration

Detailed specifications

Specifications 1 · 13 fields
api providers
Google AI Studio, Vertex AI*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
context window
1M*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
developer
Google*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
input price
1.5*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
intelligence
50.2*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
license
Proprietary*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
max output
65K*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
modality
Text, Image, Audio, Video → Text*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
model type
LLM (multimodal)*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
name
Gemini 3.5 Flash*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
open weights
no*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
output price
9*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
release date
2026*
Scope and conditions
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
Google*
price_unit
Not reported*
price_tiers
Not reported*
Specifications 2 · 44 fields
cache read input token cost
1.5e-7*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
cache read input token cost batches
7.5e-8*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
cache read input token cost flex
7.5e-8*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
cache read input token cost priority
2.7e-7*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
deprecation date
2027-05-19*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
google maps grounding cost per query
0.014*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per audio token
1.5e-6*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per audio token priority
2.7e-6*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token
1.5e-6*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token batches
7.5e-7*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token flex
7.5e-7*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token priority
2.7e-6*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
litellm provider
vertex_ai-language-models*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max input tokens
1,048,576*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max output tokens
65,535*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max tokens
65,535*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
mode
chat*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per reasoning token
9.0e-6*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per token
9.0e-6*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per token batches
4.5e-6*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per token flex
4.5e-6*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per token priority
1.62e-5*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
prompt cache min tokens
4,096*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
search context cost per query
search_context_size_low
0.014*
search_context_size_medium
0.014*
search_context_size_high
0.014*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
search free requests
count
5,000*
period
month*
shared_group
gemini-3*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supported endpoints
  • /v1/chat/completions*
  • /v1/completions*
  • /v1/batch*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supported modalities
  • text*
  • image*
  • audio*
  • video*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supported output modalities
  • text*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports audio input
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports audio output
No*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports function calling
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports native streaming
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports parallel function calling
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports pdf input
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports prompt caching
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports reasoning
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports response schema
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports system messages
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports tool choice
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports url context
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports video input
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports vision
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports web search
Yes*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
web search billing unit
per_query*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-3.5-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*

* Provisional data