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Gemini 2.0 Flash API Benchmarks, Pricing & Provider Data

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Gemini 2.0 Flash benchmark, API pricing, and provider data cover 70 API providers, with prices starting at $0.0010/request. Gemini 2.0 Flash free API options are available from 5 providers. The page also shows measured API speed and first-token latency.

Google Gemini 2.0 Flash introduces native tool use and agentic capabilities with fast multimodal inference for production chat and automation.

Speed
137char/s
3.08 s
Cost
$0.0010/ 1M · 8:1 in:out
$0.0002 in · $0.0008 out

Category Performance

Observed-capability estimates with uncertainty reported separately from independent benchmark families.

Coverage
3 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents-Coding44.7Reasoning46.5Knowledge-Math52.1Multilingual-Multimodal-Instruction following-
#1Math52.1Estimated2/4 Measured dimensions
80% interval: 40.363.9
foundational math53.6
math_500 · math_500
competition math50.6
aime · aime
proof frontierPrior only
applied tool mathPrior only
#2Reasoning46.5Estimated2/4 Measured dimensions
80% interval: 35.457.6
abstract logicPrior only
scientific causal43.2
gpqa · gpqa / hle · hle
multistep constraints49.8
mmlu_pro · mmlu_pro
evidence verificationPrior only
#3Coding44.7Provisional1/4 Measured dimensions
80% interval: 30.858.6
code generation44.7
livecodebench · livecodebench / scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
No data:AgentsKnowledgeMultilingualMultimodalInstruction following

Specifications

Technical Details

Documentation

Rankings

Excels at

Detailed scores

Updated: Aug 31, 2026

Agents

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Planning & decompositionPrior only
Tool usePrior only
Environment & long-horizon executionPrior only
Recovery & completion reliabilityPrior only

Coding

V3.0

undefined metric} other undefined metrics}} · Provisional

Score44.780% interval30.8–58.61/4 Measured dimensionsLiveCodeBench21.0%#103 / 115SciCode34.0%#134 / 205
Dimensions and evidence
Code generation44.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z -0.41 · q 1.00
scicode · scicode · z -0.44 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
LiveCodeBenchV3 evidence
LMSpeed rank#103
Score21.0%
UpdatedAug 31, 2026
Confidence4
SciCodeV3 evidence
LMSpeed rank#134
Score34.0%
UpdatedAug 31, 2026
Confidence4

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score46.580% interval35.4–57.62/4 Measured dimensionsMMLU-Pro78.2%#72 / 129GPQA63.6%#154 / 212
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning43.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z -0.68 · q 1.00
hle · hle · z -0.83 · q 1.00
Multi-step constraints49.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z -0.23 · q 1.00
Evidence integration & verificationPrior only
MMLU-ProV3 evidence
LMSpeed rank#72
Score78.2%
UpdatedAug 31, 2026
Confidence4
GPQAV3 evidence
LMSpeed rank#154
Score63.6%
UpdatedAug 31, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#174
Score4.1%
UpdatedAug 31, 2026
Confidence4

Knowledge

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Broad knowledgePrior only
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only

Math

V3.0

undefined metric} other undefined metrics}} · Estimated

Score52.180% interval40.3–63.92/4 Measured dimensionsAIME30.0%#39 / 68MATH-50091.1%#31 / 73
Dimensions and evidence
Foundational math53.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
math_500 · math_500 · z 0.51 · q 1.00
Competition math50.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aime · aime · z 0.06 · q 1.00
Advanced proofsPrior only
Applied & tool-assisted mathPrior only
AIMEV3 evidence
LMSpeed rank#39
Score30.0%
UpdatedAug 31, 2026
Confidence4
MATH-500V3 evidence
LMSpeed rank#31
Score91.1%
UpdatedAug 31, 2026
Confidence4

Multilingual

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transferPrior only
Low-resource robustnessPrior only

Multimodal

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only

Instruction following

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalizationPrior only
Multi-turn & long instructionsPrior only

Pricing Comparison

Compare Gemini 2.0 Flash API pricing across 65 providers. Prices range from $0.0010/request to $495.00/M. 酒馆无限制免费API offers the lowest rate at $0.0010/request. 5 providers offer free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
gemini-2.0-flash
官转gemini
$0.025/M
$0.099/M
175.0 t/s
0.56 s
L1
100%
gemini-2.0-flash-exp
测试
$0.068/M
$0.274/M
L1
0%
gemini-2.0-flash
default
$0.100/M
$0.400/M
171.3 t/s
1.85 s
L1
99%
gemini-2.0-flash-exp
default
$10.00/M
$40.00/M
146.4 t/s
4.98 s
L1
99%
gemini-2.0-flash
default
$0.714/M
Cache read$0.179/M
$2.86/M
L1
0%
gemini-2.0-flash
default
$0.014/M
$0.055/M
145.4 t/s
5.18 s
L1
21%
gemini-2.0-flash
default
$0.068/M
$0.274/M
17.1 t/s
2.69 s
L1
100%
gemini-2.0-flash
default
$0.014/M
$0.055/M
L1
100%
gemini-2.0-flash-exp
default
Free
Free
L1
100%
gemini-2.0-flash
原价分组
Free
Free
L1
100%
gemini-2.0-flash
default
$0.077/M
$0.307/M
L1
99%
gemini-2.0-flash
default
Free
Free
L1
99%
gemini-2.0-flash
default
$0.100/M
Cache read$0.025/M
$0.400/M
L1
99%
gemini-2.0-flash-exp
default
$75.00/M
$300.00/M
L1
100%
gemini-2.0-flash
default
$0.150/M
$0.600/M
L1
100%
gemini-2.0-flash-exp
default
$1.95/M
$7.80/M
L1
100%
gemini-2.0-flash
default
$1.20/M
$4.80/M
L1
99%
gemini-2.0-flash
default
$0.049/M
Audio in$0.343/M
$0.196/M
L1
99%
gemini-2.0-flash-exp
default
$0.490/M
$1.96/M
L1
99%
gemini-2.0-flash
default
$0.080/M
$0.320/M
Showing 20 model IDs of 40.

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Frequently Asked Questions

What benchmark data does Gemini 2.0 Flash include?
LMSpeed shows Gemini 2.0 Flash benchmark context, API price, output speed, first-token latency, and provider data across 70 providers when those signals are available.
What is the Gemini 2.0 Flash API price?
Gemini 2.0 Flash has pricing from 70 providers, ranging from $0.0010/request to $495.00/M. 酒馆无限制免费API has the lowest listed price.
What does the Gemini 2.0 Flash API pricing table include?
The Gemini 2.0 Flash API pricing table compares 70 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest Gemini 2.0 Flash API pricing?
酒馆无限制免费API currently has the lowest listed Gemini 2.0 Flash price at $0.0010/request across 70 providers.
Can I compare Gemini 2.0 Flash API price and speed together?
Yes. LMSpeed shows Gemini 2.0 Flash API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is Gemini 2.0 Flash API free?
Yes, Gemini 2.0 Flash free API options are available through 5 providerundefined other undefined} on LMSpeed, including 兔子API, Moyanjdc API, 兔子API, 兔子API, 兔子API. These providers offer free API credits or a free tier with no per-token charges.
Where can I get Gemini 2.0 Flash free API access?
LMSpeed currently lists 5 free API providerundefined other undefined} for Gemini 2.0 Flash: 兔子API, Moyanjdc API, 兔子API, 兔子API, 兔子API. Check each provider row before using it because free tier limits can change.

Also known as

Gemini-2.0-Flashgemini-2.0-flashgemini-2.0-flash-expgemini-2.0-flash-previewgemini-ai/gemini-2.0-flash

Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.Artificial AnalysisStandard benchmark data may include BenchLM and other public sources.

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