This model is deprecated. We only continue performance benchmarking for the default 10k input token workload. Results for other workloads are historical and no longer updated.
Google has launched a newer release, Gemini 3.1 Pro Preview. We suggest considering it instead.
Gemini 3 Pro Preview (High) Intelligence, Performance & Price Analysis
Model summary
Speed
Verbosity
Gemini 3 Pro Preview (High) supports text, image, speech, and video input, outputs text, and has a 1M tokens context window with knowledge up to January 2025.
Pricing for Gemini 3 Pro Preview (High) is $2.00 per 1M input tokens (moderately priced, median: $2.00) and $12.00 per 1M output tokens (somewhat expensive, median: $10.00).
| Reasoning | Yes This page shows the reasoning version of this model. A non-reasoning variant may also exist. |
|---|---|
| Input modality | Supports: text, image, speech, and video |
| Output modality | Supports: text |
| Knowledge cutoff | Jan 1, 2025 |
| Context window | 1M ~1500 A4 pages of size 12 Arial font |
Metrics are compared against models of the same class:
- Non-reasoning models → compared only with other non-reasoning models
- Reasoning models → compared across both reasoning and non-reasoning
- Open weights models → compared only with other open weights models of the same size class:
- Tiny: ≤4B parameters
- Small: 4B–40B parameters
- Medium: 40B–150B parameters
- Large: >150B parameters
- Proprietary models → compared across proprietary and open weights models of the same price range, using a blended 3:1 input/output price ratio:
- <$0.15 per 1M tokens
- $0.15–$1 per 1M tokens
- >$1 per 1M tokens
Speed
Intelligence
Artificial Analysis Intelligence Index
Artificial Analysis Intelligence Index by Open Weights / Proprietary
Intelligence Index vs. Cost per Task
Evaluations
Agentic knowledge work, Elo
Knowledge
1 - hallucination rate
Agentic SaaS workflows
Agentic scientific research workflows in a terminal
Agentic software engineering in open-source repositories
Reasoning & knowledge
Professional document reasoning, All-pass
Agentic coding & terminal use
Physics reasoning
Quantitative analysis on spreadsheets & documents
Legal agentic work, Hallucination-Gated All-Pass Rate
Agentic business operations
Agentic real-world work tasks, Elo
Agentic interactive 3D experiences, Elo
Product and brand videos designed in code, Elo
Kubernetes incident root-cause analysis
Medical long context reasoning
Visual reasoning
Rich, varied, well-crafted language
Well-structured, scannable, answer-first
Truthful, acknowledges uncertainty, non-sycophantic
Use of filler and generic language
Intelligence Index Comparisons
Intelligence Index vs. Cost per Task
Cost
Cost per Intelligence Index Task
Cost to Run Artificial Analysis Intelligence Index
Pricing: Cache Hit, Input, and Output
Context Window
Context Window
Frequently Asked Questions
Common questions about Gemini 3 Pro Preview (High)
Gemini 3 Pro Preview (High) was released on November 18, 2025.
Gemini 3 Pro Preview (High) was created by Google.
Gemini 3 Pro Preview (High) costs $2.00 per 1M input tokens (better than average, median: $2.00) and $12.00 per 1M output tokens (somewhat higher than average, median: $10.00), based on the median across providers serving the model.
Gemini 3 Pro Preview (High) costs $2.00 per 1M input tokens and $12.00 per 1M output tokens (based on the median across providers serving the model). For a blended rate (7:2:1 cache hit/input/output ratio), this is $1.74 per 1M tokens. Pricing may vary by provider. Compare provider pricing
Yes, Gemini 3 Pro Preview (High) is a reasoning model. It uses extended thinking or chain-of-thought reasoning to work through complex problems before providing an answer.
Gemini 3 Pro Preview (High) supports text, image, speech, and video input.
Gemini 3 Pro Preview (High) supports text output.
Yes, Gemini 3 Pro Preview (High) supports image input and can analyze, describe, and answer questions about images.
Yes, Gemini 3 Pro Preview (High) is multimodal. It can process text, image, speech, and video input and generate text output.
Gemini 3 Pro Preview (High) has a context window of 1.0M tokens. This determines how much text and conversation history the model can process in a single request.
No, Gemini 3 Pro Preview (High) is proprietary. The model weights are not publicly available.
Gemini 3 Pro Preview (High) is a proprietary model and Google has not disclosed the model size or parameter count.
Gemini 3 Pro Preview (High) has a knowledge cutoff of January 2025. The model's training data includes information up to this date.
Yes, Gemini 3 Pro Preview (High) is available via API through 1 provider. Compare API providers
Gemini 3 Pro Preview (High) is available through 1 API provider. Compare providers