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 2.5 Flash
1,449.46 rating
Confidence interval: 1,442.90 – 1,456.03
9165 votes
Category
chinese
Evaluated configuration
Gemini 2.5 Flash
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
Gemini 2.5 Flash
1,423.43 rating
Confidence interval: 1,419.23 – 1,427.62
26352 votes
Category
coding
Evaluated configuration
Gemini 2.5 Flash
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
Gemini 2.5 Flash
1,399.87 rating
Confidence interval: 1,394.93 – 1,404.81
17646 votes
Category
creative_writing
Evaluated configuration
Gemini 2.5 Flash
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
Gemini 2.5 Flash
1,417.78 rating
Confidence interval: 1,414.53 – 1,421.03
54665 votes
Category
english
Evaluated configuration
Gemini 2.5 Flash
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
Gemini 2.5 Flash
1,404.04 rating
Confidence interval: 1,400.72 – 1,407.36
90056 votes
Category
exclude_ties
Evaluated configuration
Gemini 2.5 Flash
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
Gemini 2.5 Flash
1,426.01 rating
Confidence interval: 1,419.37 – 1,432.65
8404 votes
Category
expert
Evaluated configuration
Gemini 2.5 Flash
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
Gemini 2.5 Flash
1,432.09 rating
Confidence interval: 1,419.51 – 1,444.68
2609 votes
Category
french
Evaluated configuration
Gemini 2.5 Flash
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
Gemini 2.5 Flash
1,417.58 rating
Confidence interval: 1,405.65 – 1,429.52
2686 votes
Category
german
Evaluated configuration
Gemini 2.5 Flash
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
Gemini 2.5 Flash
1,422.03 rating
Confidence interval: 1,418.94 – 1,425.11
65107 votes
Category
hard_prompts
Evaluated configuration
Gemini 2.5 Flash
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
Gemini 2.5 Flash
1,420.38 rating
Confidence interval: 1,416.32 – 1,424.44
28888 votes
Category
hard_prompts_english
Evaluated configuration
Gemini 2.5 Flash
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,393.41 rating
Confidence interval: 1,389.01 – 1,397.81
23191 votes
Category
industry_entertainment_and_sports_and_media
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,430.10 rating
Confidence interval: 1,423.55 – 1,436.65
8909 votes
Category
industry_legal_and_government
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,432.81 rating
Confidence interval: 1,428.18 – 1,437.43
20582 votes
Category
industry_life_and_physical_and_social_science
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,422.36 rating
Confidence interval: 1,415.21 – 1,429.50
7072 votes
Category
industry_mathematical
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,427.89 rating
Confidence interval: 1,420.87 – 1,434.91
7893 votes
Category
industry_medicine_and_healthcare
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,425.08 rating
Confidence interval: 1,421.56 – 1,428.60
43860 votes
Category
industry_software_and_it_services
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,405.37 rating
Confidence interval: 1,401.27 – 1,409.47
28446 votes
Category
industry_writing_and_literature_and_language
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,404.96 rating
Confidence interval: 1,401.19 – 1,408.72
34837 votes
Category
instruction_following
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,396.41 rating
Confidence interval: 1,382.43 – 1,410.39
2044 votes
Category
japanese
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,385.13 rating
Confidence interval: 1,371.94 – 1,398.31
2376 votes
Category
korean
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,418.89 rating
Confidence interval: 1,414.98 – 1,422.79
33331 votes
Category
longer_query
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,410.62 rating
Confidence interval: 1,403.97 – 1,417.27
8004 votes
Category
math
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,407.90 rating
Confidence interval: 1,403.34 – 1,412.47
21709 votes
Category
multi_turn
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,409.28 rating
Confidence interval: 1,406.29 – 1,412.27
70758 votes
Category
non_english
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,416.89 rating
Confidence interval: 1,414.49 – 1,419.29
125521 votes
Category
overall
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,413.08 rating
Confidence interval: 1,404.81 – 1,421.34
6189 votes
Category
polish
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,414.70 rating
Confidence interval: 1,409.18 – 1,420.22
12290 votes
Category
russian
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
Gemini 2.5 Flash
1,421.26 rating
Confidence interval: 1,410.32 – 1,432.20
3454 votes
Category
spanish
Evaluated configuration
gemini-2.5-flash
Evaluation type
human preference
Run it locally
Inference · memory estimate
Gemini 2.5 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 2.5 Flash
Gemini 2.5 Flash / Pricing tiers 2
Provider / scope
Rate
Currency
Amount / unit
GoogleGemini 2.5 FlashStandardaudio
Cached input
USD
0.1 / 1M tokens
Input
USD
1 / 1M tokens
Output
USD
2.5 / 1M tokens
GoogleGemini 2.5 FlashStandardtext/image/video
Cached input
USD
0.03 / 1M tokens
Input
USD
0.3 / 1M tokens
Output
USD
2.5 / 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*
Image input
Yes*
PDF 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
audio
video
pdf
Output modalities
text
System configuration
Detailed specifications
Specifications · 41 fields
cache read input audio token cost
1.0e-7*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
3.0e-8*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
3.0e-8*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
5.4e-8*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
2026-10-20*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
0.025*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
1.0e-6*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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 batches
5.0e-7*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
1.8e-6*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
3.0e-7*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
1.5e-7*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
1.5e-7*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
5.4e-7*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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-2.5-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-2.5-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-2.5-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-2.5-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-2.5-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
2.5e-6*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
2.5e-6*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
1.25e-6*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
1.25e-6*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
4.5e-6*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
0.035*
search_context_size_medium
0.035*
search_context_size_high
0.035*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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
1,500*
period
day*
shared_group
gemini-2-flash*
Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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-2.5-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-2.5-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-2.5-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-2.5-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-2.5-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 image size
No*Scope and conditions
native_context
provider
vertex_ai-language-models*
mode
chat*
full_native_model_id
gemini-2.5-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-2.5-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-2.5-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-2.5-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-2.5-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-2.5-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-2.5-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-2.5-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-2.5-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-2.5-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-2.5-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.*