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Gemini 3 Flash Preview (batch) vs GPT-5.1

Signal-by-Signal Comparison
SignalGemini 3 Flash Preview (batch)DeltaGPT-5.1
Capabilities
100
--
100
Benchmarks
87
-2
88
Pricing
99
+9
90
Context window size
96
+7
89
Recency
90
+6
84
Output Capacity
80
-5
85
Overall Result
3 wins
of 6
2 wins
Gemini 3 Flash Preview (batch) wins 3 of 6 signals

Score History

Score History (25 data points)
Gemini 3 Flash Preview (batch)GPT-5.1
Gemini 3 Flash Preview (batch)

88.4

current score

Leader

GPT-5.1

right now

GPT-5.1

88.7

current score

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

Gemini 3 Flash Preview (batch)

Google

Best Value
Per request$0.001000
Daily$3.33
Monthly$100.00
Annual$1200.00

GPT-5.1

OpenAI

Per request$0.006250
Daily$20.83
Monthly$625.00
Annual$7500.00

Gemini 3 Flash Preview (batch) saves you $525.00/month

That's $6300.00/year compared to GPT-5.1 at your current usage level of 100K calls/month.

84% cheaper
Choose Gemini 3 Flash Preview (batch) for cost optimization

Gemini 3 Flash Preview (batch) pricing:
Input:$0.25/M tokens
Output:$1.50/M tokens
GPT-5.1 pricing:
Input:$1.25/M tokens
Output:$10.00/M tokens
Gemini 3 Flash Preview (batch)

Google

88

Composite Score

Winner
GPT-5.1

OpenAI

89

Composite Score

Signal-by-Signal Comparison
MetricGemini 3 Flash Preview (batch)GPT-5.1Winner
Overall Score
88
89
GPT-5.1
Rank#56#48
GPT-5.1
Quality Rank#56#48
GPT-5.1
Adoption Rank#56#48
GPT-5.1
Parameters------
Context Window1049K400K
Gemini 3 Flash Preview (batch)
Pricing$0.25/$1.50/M$1.25/$10.00/M--
Signal Scores
Capabilities
100
100
Gemini 3 Flash Preview (batch)
Benchmarks
87
88
GPT-5.1
Pricing
99
90
Gemini 3 Flash Preview (batch)
Context window size
96
89
Gemini 3 Flash Preview (batch)
Recency
90
84
Gemini 3 Flash Preview (batch)
Output Capacity
80
85
GPT-5.1
Benchmark Head-to-Head(11 benchmarks)
Gemini 3: 4GPT-5.1: 7
Gemini 3
GPT-5.1
Normalized 0-100%
MMLU
88%93.2%
MMLU-Pro
82%85%
GPQA Diamond
90.4%86.5%
MATH-500
88%93.5%
HumanEval
92%96.8%
SWE-bench Verified
78%76.5%
IFEval
91%92.5%
BBH
89%91%
Arena Elo
14741475
LiveBench
74.5%74%
HLE
33.7%23.68%
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 Flash Preview (batch)Elite Tier

Scores 88/100 (rank #56), placing it in the top 81% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GPT-5.1Elite Tier

Scores 89/100 (rank #48), placing it in the top 84% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 0-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 Flash Preview (batch) when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (1049K token context)
  • Step-by-step reasoning and chain-of-thought problem solving

Choose GPT-5.1 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Gemini 3 Flash Preview (batch)Best Value
Input cost$0.25/M tokens
Output cost$1.50/M tokens
Cost per quality point$0.020
Est. monthly (1M tokens/day)$26.25
GPT-5.1
Input cost$1.25/M tokens
Output cost$10.00/M tokens
Cost per quality point$0.127
Est. monthly (1M tokens/day)$168.75

Gemini 3 Flash Preview (batch) offers 84% better value per quality point. At 1M tokens/day, you'd spend $26.25/month with Gemini 3 Flash Preview (batch) vs $168.75/month with GPT-5.1 - a $142.50 monthly difference.

Latency & Speed
Gemini 3 Flash Preview (batch)Faster
Speed score0/100
GPT-5.1
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 Flash Preview (batch)

Customer support chatbot

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

Gemini 3 Flash Preview (batch)

Long document analysis

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

Gemini 3 Flash Preview (batch)

Batch data extraction

Lower output pricing ($1.50/M) reduces costs when processing thousands of records daily

Gemini 3 Flash Preview (batch)

Creative writing & content

Higher overall composite score (89/100) correlates with better nuance, coherence, and style in long-form content

GPT-5.1

Image understanding & OCR

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

Gemini 3 Flash Preview (batch)
Which Should You Choose?
Our recommendation:
GPT-5.1

Gemini 3 Flash Preview (batch) and GPT-5.1 are extremely close in overall performance (only 0.29999999999999716 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

by Google

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 84% lower pricing; better value at scale
  • 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
GPT-5.1
Recommended

by OpenAI

Consider for specialized use cases.

Capability Comparison
CapabilityGemini 3 Flash Preview (batch)GPT-5.1
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 Flash Preview (batch)

Google

Best Value
$2.25
estimated monthly cost

GPT-5.1

OpenAI

$14.25
estimated monthly cost

Gemini 3 Flash Preview (batch) saves you $12.00/month

That's 84% cheaper than GPT-5.1 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 Flash Preview (batch)GPT-5.1
Context Window1.0M400K
Max Output Tokens65,536128,000
Open SourceNoNo
CreatedDec 17, 2025Nov 13, 2025
Last updated: 22m ago

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