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Gemini 3.1 Pro Preview vs Gemini 3 Flash Preview

Signal-by-Signal Comparison
SignalGemini 3.1 Pro PreviewDeltaGemini 3 Flash Preview
Capabilities
100
--
100
Benchmarks
92
+5
87
Pricing
88
-9
97
Context window size
96
--
96
Recency
100
+8
92
Output Capacity
80
--
80
Overall Result
2 wins
of 6
1 wins
Gemini 3.1 Pro Preview wins 2 of 6 signals

Score History

Score History (24 data points)
Gemini 3.1 Pro PreviewGemini 3 Flash Preview
Gemini 3.1 Pro Preview

92.2

current score

Leader

Gemini 3.1 Pro Preview

right now

Gemini 3 Flash Preview

88.4

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

Gemini 3.1 Pro Preview

Google

Per request$0.008000
Daily$26.67
Monthly$800.00
Annual$9600.00

Gemini 3 Flash Preview

Google

Best Value
Per request$0.002000
Daily$6.67
Monthly$200.00
Annual$2400.00

Gemini 3 Flash Preview saves you $600.00/month

That's $7200.00/year compared to Gemini 3.1 Pro Preview at your current usage level of 100K calls/month.

75% cheaper
Choose Gemini 3 Flash Preview for cost optimization

Gemini 3.1 Pro Preview pricing:
Input:$2.00/M tokens
Output:$12.00/M tokens
Gemini 3 Flash Preview pricing:
Input:$0.50/M tokens
Output:$3.00/M tokens
Winner
Gemini 3.1 Pro Preview

Google

92

Composite Score

Gemini 3 Flash Preview

Google

88

Composite Score

Signal-by-Signal Comparison
MetricGemini 3.1 Pro PreviewGemini 3 Flash PreviewWinner
Overall Score
92
88
Gemini 3.1 Pro Preview
Rank#11#37
Gemini 3.1 Pro Preview
Quality Rank#11#37
Gemini 3.1 Pro Preview
Adoption Rank#11#37
Gemini 3.1 Pro Preview
Parameters------
Context Window1049K1049K--
Pricing$2.00/$12.00/M$0.50/$3.00/M--
Signal Scores
Capabilities
100
100
Gemini 3.1 Pro Preview
Benchmarks
92
87
Gemini 3.1 Pro Preview
Pricing
88
97
Gemini 3 Flash Preview
Context window size
96
96
Gemini 3.1 Pro Preview
Recency
100
92
Gemini 3.1 Pro Preview
Output Capacity
80
80
Gemini 3.1 Pro Preview
Benchmark Head-to-Head(11 benchmarks)
Gemini 3.1: 5Gemini 3: 0
Gemini 3.1
Gemini 3
Normalized 0-100%
MMLU
92.6%88%
MMLU-Pro
91.2%82%
GPQA Diamond
94.3%90.4%
MATH-500
-88%
HumanEval
-92%
SWE-bench Verified
80.6%78%
IFEval
-91%
BBH
-89%
Arena Elo
14941474
LiveBench
-74.5%
HLE
-33.7%
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

Gemini 3.1 Pro PreviewElite Tier

Scores 92/100 (rank #11), placing it in the top 97% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Gemini 3 Flash PreviewElite Tier

Scores 88/100 (rank #37), placing it in the top 88% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 4-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose Gemini 3.1 Pro Preview when you need:

  • Step-by-step reasoning and chain-of-thought problem solving

Choose Gemini 3 Flash Preview when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Gemini 3.1 Pro Preview
Input cost$2.00/M tokens
Output cost$12.00/M tokens
Cost per quality point$0.152
Est. monthly (1M tokens/day)$210.00
Gemini 3 Flash PreviewBest Value
Input cost$0.50/M tokens
Output cost$3.00/M tokens
Cost per quality point$0.040
Est. monthly (1M tokens/day)$52.50

Gemini 3 Flash Preview offers 75% better value per quality point. At 1M tokens/day, you'd spend $52.50/month with Gemini 3 Flash Preview vs $210.00/month with Gemini 3.1 Pro Preview - a $157.50 monthly difference.

Latency & Speed
Gemini 3.1 Pro PreviewFaster
Speed score0/100
Gemini 3 Flash Preview
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

Gemini 3.1 Pro Preview

Customer support chatbot

Suitable for user-facing chat with competitive response times. Gemini 3 Flash Preview also offers lower per-token costs for high-volume support

Gemini 3.1 Pro Preview

Long document analysis

Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass

Gemini 3.1 Pro Preview

Batch data extraction

Lower output pricing ($3.00/M) reduces costs when processing thousands of records daily

Gemini 3 Flash Preview

Creative writing & content

Higher overall composite score (92/100) correlates with better nuance, coherence, and style in long-form content

Gemini 3.1 Pro Preview

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

Gemini 3.1 Pro Preview
Which Should You Choose?
Our recommendation:
Gemini 3.1 Pro Preview

Gemini 3.1 Pro Preview has a moderate advantage with a 3.799999999999997-point lead in composite score. It wins on more signal dimensions, but Gemini 3 Flash Preview has specific strengths that could make it the better choice for certain workflows.

by Google

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale

by Google

  • Choose for Cost - 75% lower pricing; better value at scale
Capability Comparison
CapabilityGemini 3.1 Pro PreviewGemini 3 Flash Preview
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Gemini 3.1 Pro Preview

Google

$18.00
estimated monthly cost

Gemini 3 Flash Preview

Google

Best Value
$4.50
estimated monthly cost

Gemini 3 Flash Preview saves you $13.50/month

That's 75% cheaper than Gemini 3.1 Pro Preview at 1,000 tokens/request and 100 requests/day.

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
ParameterGemini 3.1 Pro PreviewGemini 3 Flash Preview
Context Window1.0M1.0M
Max Output Tokens65,53665,535
Open SourceNoNo
CreatedFeb 19, 2026Dec 17, 2025
Last updated: 56m ago

相关对比

Gemini 3.1 Pro Preview vs Gemini 3 Flash Preview (2026) | LM Market Cap