Google
·Released on Jun 17, 2025Gemini 2.5 Pro API Benchmarks, Pricing & Provider Data
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LLM
Gemini 2.5 Pro benchmark, API pricing, and provider data cover 650 API providers, with prices starting at $0.0014/request. Gemini 2.5 Pro free API options are available from 22 providers. The page also shows measured API speed and first-token latency.
Google Gemini 2.5 Pro is Google advanced multimodal model with a 1M-token context window, strong STEM reasoning, and native support for images, audio, and video understanding.
Quality
#90of 101
43.0
LMSpeed score
Speed
88char/s
16.94 s
Cost
#120of 182
$0.0014/ 1M · 8:1 in:out
$0.0002 in · $0.0012 out
Category Performance
Observed-capability estimates with uncertainty reported separately from independent benchmark families.
- Coverage
- 6 / 8
- Methodology
- V3.0
#1Math56.1Estimated3/4 Measured dimensions
80% interval: 46.9–65.4
foundational math58.1
math_500 · math_500
competition math61.1
aime · aime
proof frontier49.3
frontiermath · frontier_math_v2_tier4 / frontiermath · frontier_math_v2_tiers13
applied tool mathPrior only
#2Reasoning54.2RatedGlobal rank #243/4 Measured dimensions
80% interval: 45.5–62.8
abstract logicPrior only
scientific causal54.3
critpt · critpt / gpqa · gpqa / hle · hle
multistep constraints57.5
mmlu_pro · mmlu_pro
evidence verification50.7
lcr · lcr
#3Instruction following45.9Provisional1/4 Measured dimensions
80% interval: 29.9–61.9
constraint followingPrior only
structured outputPrior only
novel instruction generalization45.9
ifbench · aa_if_bench
long multiturn instructionPrior only
#4Agents43.8Estimated3/4 Measured dimensions
80% interval: 34.5–53.0
planning46.4
deep_planning · gert_labs
tool use44.1
tau · tau2_bench
environment execution40.9
gdpval_aa · benchlm_agentic_gdpval_aa
recovery reliabilityPrior only
#5Coding38.9RatedGlobal rank #393/4 Measured dimensions
80% interval: 30.1–47.8
code generation55.8
livecodebench · livecodebench / scicode · scicode
repository engineering27.4
vibecode · vibe_code_bench
debugging testing33.6
swe_verified · swe_verified
tooling qualityPrior only
#6Knowledge36.3Provisional1/4 Measured dimensions
80% interval: 22.3–50.3
broad knowledge36.3
aa_omniscience · aa_omniscience_index / benchlm_category_knowledge · benchlm_category_knowledge
professional knowledgePrior only
factualityPrior only
retrieval open bookPrior only
No data:MultilingualMultimodal
Specifications
Input and output token limits for this model, plus how it ranks on long-context understanding.
INPUT
1.0Mtokens
≈ 1.3K pages of text
OUTPUT
65.5Ktokens
8K128K1M4M
1.0M
Features
Rankings
Excels at
It's decent at
Falls behind in
Detailed scores
Updated: Sep 2, 2026Overall
undefined metric} other undefined metrics}}
Overall score43.0#90 / 101
Overall
undefined metric} other undefined metrics}}
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Pricing
undefined metric} other undefined metrics}}
Input price$1.25/M#120 / 182Output price$10.00/M#139 / 182
Pricing
undefined metric} other undefined metrics}}
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Agents
V3.0undefined metric} other undefined metrics}} · Estimated
Score43.880% interval34.5–53.03/4 Measured dimensionsAA Agentic Index7.2#56 / 66Τ²-bench results54.1#64 / 82
Agents
V3.0undefined metric} other undefined metrics}} · Estimated
Dimensions and evidence
Planning & decomposition46.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
deep_planning · gert_labs · z -0.46 · q 1.00
Tool use44.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
tau · tau2_bench · z -0.90 · q 1.00
Environment & long-horizon execution40.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gdpval_aa · benchlm_agentic_gdpval_aa · z -1.36 · q 1.00
Recovery & completion reliabilityPrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Coding
V3.0undefined metric} other undefined metrics}} · Rated
Score38.9#3980% interval30.1–47.83/4 Measured dimensionsLiveCodeBench80.1%#18 / 115SciCode42.8%#59 / 207
Coding
V3.0undefined metric} other undefined metrics}} · Rated
Dimensions and evidence
Code generation55.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z 0.96 · q 1.00
scicode · scicode · z 0.43 · q 1.00
Repository engineering27.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
vibecode · vibe_code_bench · z -3.00 · q 1.00
Debugging & testing33.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_verified · swe_verified · z -2.22 · q 1.00
Tool-assisted development & qualityPrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
LiveCodeBenchV3 evidence
LMSpeed rank#18
Score80.1%
Sourceartificialanalysis.ai
UpdatedSep 2, 2026
Confidence4
Reasoning
V3.0undefined metric} other undefined metrics}} · Rated
Score54.2#2480% interval45.5–62.83/4 Measured dimensionsMMLU-Pro86.2%#18 / 129GPQA84.4%#67 / 214
Reasoning
V3.0undefined metric} other undefined metrics}} · Rated
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning54.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
critpt · critpt · z -0.04 · q 1.00
gpqa · gpqa · z 0.45 · q 1.00
hle · hle · z 0.39 · q 1.00
Multi-step constraints57.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z 0.80 · q 1.00
Evidence integration & verification50.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z -0.27 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
MMLU-ProV3 evidence
LMSpeed rank#18
Score86.2%
Sourceartificialanalysis.ai
UpdatedSep 2, 2026
Confidence4
Knowledge
V3.0undefined metric} other undefined metrics}} · Provisional
Score36.380% interval22.3–50.31/4 Measured dimensionsKnowledge score23.5#70 / 70Artificial Analysis Intelligence Index25.9#77 / 112
Knowledge
V3.0undefined metric} other undefined metrics}} · Provisional
Dimensions and evidence
Broad knowledge36.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_omniscience · aa_omniscience_index · z -0.43 · q 1.00
benchlm_category_knowledge · benchlm_category_knowledge · z -2.63 · q 1.00
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Artificial Analysis Intelligence IndexV3 evidence
LMSpeed rank#77
Score25.9
Sourcebenchlm.ai
UpdatedAug 20, 2026
Confidence1
AA-Omniscience Hallucination Rate
LMSpeed rank#16
Score90.9
Sourcebenchlm.ai
UpdatedAug 20, 2026
Confidence1
Math
V3.0undefined metric} other undefined metrics}} · Estimated
Score56.180% interval46.9–65.43/4 Measured dimensionsAIME88.7%#5 / 68MATH-50096.7%#15 / 73
Math
V3.0undefined metric} other undefined metrics}} · Estimated
Dimensions and evidence
Foundational math58.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
math_500 · math_500 · z 1.10 · q 1.00
Competition math61.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aime · aime · z 1.45 · q 1.00
Advanced proofs49.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
frontiermath · frontier_math_v2_tier4 · z -0.24 · q 1.00
frontiermath · frontier_math_v2_tiers13 · z -0.37 · q 1.00
Applied & tool-assisted mathPrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
MATH-500V3 evidence
LMSpeed rank#15
Score96.7%
Sourceartificialanalysis.ai
UpdatedSep 2, 2026
Confidence4
FrontierMath v2 (Tiers 1-3)V3 evidence
LMSpeed rank#32
Score14.1
Sourcebenchlm.ai
UpdatedAug 20, 2026
Confidence1
FrontierMath v2 (Tier 4)V3 evidence
LMSpeed rank#23
Score4.2
Sourcebenchlm.ai
UpdatedAug 20, 2026
Confidence1
Multilingual
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Multilingual
V3.0undefined metric} other undefined metrics}} · No data
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transferPrior only
Low-resource robustnessPrior only
Multimodal
V3.0undefined metric} other undefined metrics}} · No data
80% interval30.8–69.20/4 Measured dimensionsAA-MMMU-Pro74.9#34 / 65Design Arena Website1178.0#55 / 75
Multimodal
V3.0undefined metric} other undefined metrics}} · No data
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Instruction following
V3.0undefined metric} other undefined metrics}} · Provisional
Score45.980% interval29.9–61.91/4 Measured dimensionsAA-IFBench48.7#57 / 84
Instruction following
V3.0undefined metric} other undefined metrics}} · Provisional
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalization45.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifbench · aa_if_bench · z -0.81 · q 1.00
Multi-turn & long instructionsPrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
OpenRouter endpoints
7 endpointsThird-party OpenRouter endpoint data, shown separately from LMSpeed measurements. Some 30-minute live performance fields only appear after syncing with an OpenRouter API key.
| Provider endpoint | Input | Output | 1d uptime | 30m latency | 30m throughput | Context / output |
|---|---|---|---|---|---|---|
Google AI Studio google-ai-studio/flex | $0.625/M | $5/M | 100% | — | — | undefined tokens / undefined tokens |
Google google-vertex/global/priority | $2.25/M | $18/M | 100.0% | — | — | undefined tokens / undefined tokens |
Google google-vertex/global | $1.25/M | $10/M | 99.3% | — | — | undefined tokens / undefined tokens |
Google google-vertex/eu | $1.25/M | $10/M | 99.2% | — | — | undefined tokens / undefined tokens |
Google AI Studio google-ai-studio | $1.25/M | $10/M | 92.5% | — | — | undefined tokens / undefined tokens |
Google google-vertex/us | $1.25/M | $10/M | 55.2% | — | — | undefined tokens / undefined tokens |
Google AI Studio google-ai-studio/priority | $2.25/M | $18/M | — | — | — | undefined tokens / undefined tokens |
Pricing Comparison
Compare Gemini 2.5 Pro API pricing across 628 providers. Prices range from $0.0014/request to $1095.00/M. 云AI offers the lowest rate at $0.0014/request. 22 providers offer free API credits or a free tier.
| Provider | Health | Model Variant | Group | Input ($/M) | Output ($/M) | Speed (t/s) | First token | Audit |
|---|---|---|---|---|---|---|---|---|
L1 100% | gemini-2.5-pro | 特供-gemini45折 | -86%$0.171/M Cache read$0.017/M | -86%$1.37/M | 105.5 t/s | 16.40 s | — | |
L1 72% | gemini-2.5-pro | 活动分组1 | -94%$0.071/M | -94%$0.571/M | 80.6 t/s | 21.18 s | — | |
L1 100% | gemini-2.5-pro | 特供-gemini45折 | -93%$0.086/M Cache read$0.0086/M | -93%$0.685/M | — | — | — | |
L1 100% | gemini-2.5-pro | gemini-officially | $1.25/M | $10.00/M | — | — | — | |
L1 100% | gemini-2.5-pro-search | gemini_cli | -50%$0.625/M | -50%$5.00/M | — | — | — | |
L1 100% | gemini-2.5-pro | gemini_cli | -50%$0.625/M | -50%$5.00/M | — | — | — | |
L1 100% | gemini-2.5-pro | default | $0.014/request | - | — | — | — | |
L1 100% | gemini-2.5-pro-nothinking | default | -86%$0.171/M | -86%$1.37/M | — | — | — | |
L1 100% | gemini-2.5-pro-maxthinking | default | -86%$0.171/M | -86%$1.37/M | — | — | — | |
L1 100% | gemini-2.5-pro-all | default | -73%$0.342/M | -73%$2.74/M | — | — | — | |
L1 100% | gemini-2.5-pro | default | $1.25/M Cache read$0.125/M | $10.00/M | — | — | — | |
L1 100% | gemini-2.5-pro | default | -23%$0.959/M | -23%$7.67/M | — | — | — | |
L1 100% | gemini-2.5-pro-nothinking | default | -23%$0.959/M | -23%$7.67/M | — | — | — | |
L1 100% | gemini-2.5-pro | default | $3.75/M | $30.00/M | — | — | — | |
L1 100% | gemini-2.5-pro-nothinking | default | $3.75/M | $30.00/M | — | — | — | |
兔子API Free | L1 100% | gemini-2.5-pro-preview-06-05 | default | Free | Free | — | — | — |
L1 100% | gemini-2.5-pro | default | Free | Free | — | — | — | |
L1 100% | gemini-2.5-pro-all | default | Free | Free | — | — | — | |
L1 100% | gemini-2.5-pro-exp | Gemini-Mix | Free | Free | — | — | — | |
L1 100% | gemini-2.5-pro-exp-03-25 | default | Free | Free | — | — | — |
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Frequently Asked Questions
- What benchmark data does Gemini 2.5 Pro include?
- LMSpeed shows Gemini 2.5 Pro benchmark context, API price, output speed, first-token latency, and provider data across 650 providers when those signals are available.
- What is the Gemini 2.5 Pro API price?
- Gemini 2.5 Pro has pricing from 650 providers, ranging from $0.0014/request to $1095.00/M. 云AI has the lowest listed price.
- What does the Gemini 2.5 Pro API pricing table include?
- The Gemini 2.5 Pro API pricing table compares 650 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 2.5 Pro API pricing?
- 云AI currently has the lowest listed Gemini 2.5 Pro price at $0.0014/request across 650 providers.
- Can I compare Gemini 2.5 Pro API price and speed together?
- Yes. LMSpeed shows Gemini 2.5 Pro API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
- Is Gemini 2.5 Pro API free?
- Yes, Gemini 2.5 Pro free API options are available through 22 providerundefined other undefined} on LMSpeed, including 兔子API, 兔子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 2.5 Pro free API access?
- LMSpeed currently lists 22 free API providerundefined other undefined} for Gemini 2.5 Pro: 兔子API, 兔子API, 兔子API, 兔子API, 兔子API. Check each provider row before using it because free tier limits can change.