Gemini 3.1 Pro Preview API Benchmarks, Pricing & Provider Data
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Gemini 3.1 Pro Preview benchmark, API pricing, and provider data cover 92 API providers, with prices starting at $0.0030/request.
Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows...
Category Performance
Observed-capability estimates with uncertainty reported separately from independent benchmark families.
- Coverage
- 2 / 8
- Methodology
- V3.0
#1Coding64.9Provisional1/4 Measured dimensions
#2Reasoning63.6Provisional1/4 Measured dimensions
Specifications
Input and output token limits for this model, plus how it ranks on long-context understanding.
Features
Rankings
Excels at
Detailed scores
Updated: Aug 23, 2026Speed & latency
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Output speed124.3 tok/s#26 / 74Time to first token29.85 s#68 / 74
Speed & latency
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Pricing
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Input price$2.00/M#139 / 180Output price$12.00/M#148 / 180
Pricing
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Agents
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Agents
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Coding
V3.0undefined metric} other undefined metrics}} · Provisional
Score64.980% interval48.9–80.81/4 Measured dimensionsSciCode58.9%#2 / 204
Coding
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Reasoning
V3.0undefined metric} other undefined metrics}} · Provisional
Score63.680% interval49.7–77.51/4 Measured dimensionsGPQA94.1%#4 / 211HLE47.0%#8 / 208
Reasoning
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Knowledge
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Knowledge
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Math
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Math
V3.0undefined metric} other undefined metrics}} · No data
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
Multimodal
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Multimodal
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Instruction following
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Instruction following
V3.0undefined metric} other undefined metrics}} · No data
OpenRouter endpoints
6 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 | $1/M | $6/M | 99.6% | — | — | undefined tokens / undefined tokens |
Google AI Studio google-ai-studio | $2/M | $12/M | 99.6% | — | — | undefined tokens / undefined tokens |
Google AI Studio google-ai-studio/priority | $3.60/M | $21.60/M | 99.6% | — | — | undefined tokens / undefined tokens |
Google google-vertex/global/flex | $1/M | $6/M | 98.2% | — | — | undefined tokens / undefined tokens |
Google google-vertex/global | $2/M | $12/M | 98.2% | — | — | undefined tokens / undefined tokens |
Google google-vertex/global/priority | $3.60/M | $21.60/M | 98.2% | — | — | undefined tokens / undefined tokens |
Pricing Comparison
Compare Gemini 3.1 Pro Preview API pricing across 92 providers. Prices range from $0.0030/request to $200.00/request. Crond offers the lowest rate at $0.0030/request.
| Provider | Health | Model Variant | Group | Input ($/M) | Output ($/M) | Speed (t/s) | First token | Audit |
|---|---|---|---|---|---|---|---|---|
L1 100% | 假流式-gemini-3.1-pro-preview | default | $200.00/request | - | — | — | — | |
L1 100% | [lq]q|XQ/gemini-3.1-pro-preview-流式抗截断 | default | $14.00/request | - | — | — | — | |
L1 100% | [lq]q|XXQ/gemini-3.1-pro-preview | default | $14.00/request | - | — | — | — | |
L1 100% | [lq]q|CP/gemini-3.1-pro-preview | default | $14.00/request | - | — | — | — | |
L1 100% | [hm]q|流式抗截断/gemini-3.1-pro-preview | default | $15.00/request | - | — | — | — | |
L1 100% | [hm]q|ais/gemini-3.1-pro-preview | default | $30.00/request | - | — | — | — | |
L1 100% | gemini-3.1-pro-preview | 特供-gemini45折 | -89%$0.219/M Cache read$0.022/M | -89%$1.32/M | — | — | — | |
L1 100% | [编程专用 满血] gemini-3.1-pro-preview | default | $14.00/request | - | — | — | — | |
L1 99% | gemini-3.1-pro-preview | 特供-gemini45折 | -87%$0.255/M Cache read$0.025/M | -87%$1.53/M | — | — | — | |
L1 99% | [C-F2][0.25/次]gemini-3.1-pro-preview-企 | default | $0.230/request | - | — | — | — | |
L1 99% | [AIS-F1][0.25/次]gemini-3.1-pro-preview | default | $0.230/request | - | — | — | — | |
L1 99% | gemini-3.1-pro-preview | 特供-gemini45折 | -87%$0.255/M Cache read$0.025/M | -87%$1.53/M | — | — | — | |
L1 99% | gemini-3.1-pro-preview | default | -35%$1.30/M Cache read$0.130/M | -35%$7.80/M | — | — | — | |
L1 99% | [平馆]gemini-3.1-pro-preview | 平酒馆 | $0.060/request | - | — | — | — | |
L1 99% | [量馆]gemini-3.1-pro-preview | 酒馆 | $0.070/request | - | — | — | — | |
L1 99% | [次满血]gemini-3.1-pro-preview | 酒馆 | $0.080/request | - | — | — | — | |
L1 99% | [次]gemini-3.1-pro-preview | 酒馆 | $0.080/request | - | — | — | — | |
L1 100% | google/gemini-3.1-pro-preview | default | -62%$0.750/M Cache read$0.200/MCache write$0.200/MCache write 1h$0.320/M | -92%$1.00/M | — | — | — | |
L1 100% | gemini-3.1-pro-preview | Antigravity | -95%$0.110/M | -95%$0.658/M | — | — | — | |
L1 0% | gemini-3.1-pro-preview | cli | -70%$0.600/M Cache read$0.060/M | -70%$3.60/M | — | — | — |
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Frequently Asked Questions
- What benchmark data does Gemini 3.1 Pro Preview include?
- LMSpeed shows Gemini 3.1 Pro Preview benchmark context, API price, output speed, first-token latency, and provider data across 92 providers when those signals are available.
- What is the Gemini 3.1 Pro Preview API price?
- Gemini 3.1 Pro Preview has pricing from 92 providers, ranging from $0.0030/request to $200.00/request. Crond has the lowest listed price.
- What does the Gemini 3.1 Pro Preview API pricing table include?
- The Gemini 3.1 Pro Preview API pricing table compares 92 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 3.1 Pro Preview API pricing?
- Crond currently has the lowest listed Gemini 3.1 Pro Preview price at $0.0030/request across 92 providers.
- Is Gemini 3.1 Pro Preview API free?
- Gemini 3.1 Pro Preview does not currently have a free API tier on LMSpeed. All 92 providers charge per token.